Into the Scrape-Verse
Winners
Winners
The best of everything handed in, online and in the room.
Grand prize
NVIDIA DGX Spark
Research Factory
Shamans · Ben O'Connor · In person · San Francisco
A factory that turns a new paper into code that ran. It watches fresh cs.AI submissions, scores each one on how reproducible it looks, and where the odds are good sends an agent to implement the paper's central mechanism. That implementation is executed before a human ever sees it: a run that fails hands its traceback back to the agent and retries, twice, and only code that actually ran reaches review.
Best UI
Apple iPad
ScrapeSentry
Himanshu Kumar · Online
CI/CD for scrapers. It holds Scraper Studio output against a versioned data contract, catches schema, quality and semantic drift, and quarantines the bad snapshot while the last known good feed stays up. Nothing ships out of a repair without a human approving it, a canary run, and a contract check in production.
Best Clean Code
Keychron Keyboard
PriceGuardAI
Dev x · Kartikey Kesarwani · Online
A price tracker whose collectors repair themselves. When a store changes under it, the scraper confirms the failure, retries, asks for a heal and re-runs the repaired collector, and where none of that works it serves the last verified price rather than a wrong one. On top of that sits the part a shopper sees: trends, comparisons, and a buy or wait call.
Best Use of Bright Data
In person · San Francisco
Trainable
Zhiyu Wen · Aditya Das
A desktop factory for training robots in simulation, with the web as its evidence layer. Rather than let a model guess an object's dimensions, mass or model number, it collects them off the manufacturer's own pages and gates them on identity confidence and completeness before the object is allowed to become an asset. Successful runs export as versioned LeRobot datasets, and a model call that fails stops the run instead of quietly standing in for a result.
Best Use of Port
In person · San Francisco
The Scraper Factory
Nitish Mane
A scraping pipeline where agents run the floor and deterministic code holds the gates. Port is the control plane and, unusually, the database: the web app reads its Context Lake on every request and has no backend of its own. A seven-rule drift detector catches quiet breakage and a heal is requested automatically, but a fixture verifier is the only thing that can promote one, which it refused live for a repair that did not hold up.
Best Use of SigNoz
In person · San Francisco
InflationForge
Kaushik Sivakumar
Everyday prices, city by city, against what the same things cost a year ago. Rent, milk, eggs, bread and the rest are found on public cost-of-living pages, normalised into one currency and one set of units, then paired with Internet Archive captures of the year before to get a real year-over-year change. What comes out is a map, coloured by what the selected item costs where.
Best LinkedIn Post
Samsung Galaxy Watch
Shankar Pratap Singh Gaur
Judged on the posts tagged WeMakeDevs on LinkedIn across the week. This one took the watch.
Top 50
The Top 50 Submissions
The fifty that came out of judging with a WeMakeDevs swag pack.
50 submissions
HireLens
shankar
Over 34% of tech job listings are "ghost jobs"—openings that are already filled, stale, or continuously reposted in loops to project artificial growth, stockpile resumes, or manipulate job board algorithms.
SourceGuard
Shoryakumar Mishra
The most catastrophic failure mode in web data extraction is not a crash—it is silent semantic drift.
spinneret
Cyril Baah
Spinneret is a self-healing feed of public UNDP procurement notices. The problem is public listings change their markup without warning. Scrapers go silent. People who watch one site by hand miss real deadlines.
PMKVY
SAI DUTTA ABHISHEK DASH
What our project do? ScrapeVerse is a self-healing market intelligence platform that tracks product prices across multiple marketplaces (Amazon, eBay, fixture stores) using Bright Data's Scraper Studio.
AI-radar
Mohamed Ahmed
I built AI Radar because keeping track of AI models has become messy very quickly. It watches the official pages from OpenAI, Anthropic, Google and xAI and keeps track of things like pricing, context windows, capabilities and more.
adhikar
Tarun Mhanta
ADHIKĀR checks whether a self-healing scraper is still collecting what it was allowed to collect. When a website redesigns, a scraper breaks and Bright Data repairs it. That works. The problem is that repair is a technical fix, not a legal one.
coolpath-live
cmdr-chara
CoolPath Live transforms scraped public-service information into verified, source-backed data that users can trust.
Web-Genome
Mohammad Moiz Mulla
WebGenome is an autonomous, self-healing web intelligence infrastructure designed to eliminate scraper breakage and silent data corruption in enterprise AI pipelines.
WebGuardian
Raj Tiwari
WebGuardian AI is an autonomous web data reliability platform that detects, diagnoses, and repairs broken web scraping pipelines before data loss impacts downstream systems.
TATHYA
Trivikram kalagi
Tathya is a self-healing web scraper platform for real-time market intelligence. It uses Bright Data Scraper Studio to collect financial news from Google News and Yahoo Finance, validates every batch through an automated health scoring engine that checks field fill-rates, and…
Trust-Check
Abhiraj Kumar
Trust Check is a self-healing scam detector for OLX India. It scrapes live listings across every category using Bright Data Scraper Studio, compares each listing's price against the category's median price, and flags it as a Likely Scam, Fair Price, or Good Deal.
Zaprill
Harsh Gupta
ThreadScout is a self-healing job intelligence platform for job seekers who want to discover startup opportunities before they reach major job boards. It monitors overlooked public company career pages and turns scattered listings into a searchable, change-aware feed.
ApplySignal
Ankit Das
ApplySignal is candidate-side career intelligence for people deciding where to spend their application time.
roi-ledger
Aman Mishra
Web scrapers power mission-critical pipelines, pricing intelligence, and AI agents—but they break silently whenever websites redesign their HTML DOM. Traditionally, this triggers hours of pipeline downtime and costs engineering teams $50/hr in manual patch labor.
robinscouts
Romanch Roshan Singh
RobinScouts is a hiring-change intelligence feed. It watches company career pages with custom Bright Data Scraper Studio collectors and reports what changed since you last looked — every new posting, every edited role, every quietly-closed listing — instead of just listing what…
delta
Devansh
Delta is an autonomous, self-healing certification preparation environment for developers, cloud engineers, and security professionals.
SentinelHub-AI
Kotta Charan Ram Sai
WHAT IT DOES: SentinelHub AI 2.0 is an autonomous, self-healing web intelligence radar and career decision engine for student innovators and academic researchers.
scrap-verse-healer
Abhinav Guddu
Scrape-Verse is a self-healing web scraper. Paste any public URL with an optional goal like "product title, price, link" and it returns structured rows as a table plus JSON and CSV download, with a visible Heal Log and Active CSS Recipe.
spec-pilot
Harsh Kumar
SpecPilot helps developers choose the least expensive AI model that meets the requirements of a specific workload. The user describes the task, input and output types, expected usage, context size, required capabilities and budget.
Self-Healing-Scraper
Harshal Chugwani
Self-Healing Scraper monitors FreeJobAlert.com — India's largest government job notification portal — and automatically detects, diagnoses, and repairs scraper breakage using Bright Data's AI agent.
Justice Leaugue
Sambhav Dalal
🕸️ What does your project do? spidey-sense is an autonomous, self-healing control plane for web scrapers powered by Bright Data.
medifind
Piyush Kumar
MediFind compares the real, landed price — sticker price plus delivery fee — of any medicine, home-use medical device, or healthcare supply across 10 Indian health commerce platforms, ranked for the exact pincode you live in.
Scrap Vulcan
Aditya Arnav
DriftWatch is a self healing web scraper monitor for developers and platform teams, whose products sort of secretly depend on public pages — API pricing, rate limits, vendor docs, terms of service — and those things can change without telling anyone, or at least without any…
scrape-verse-agent
Durbha Rohit Sai Ram Vidya Sagar
HealPipe is an autonomous self-healing web extraction engine and student opportunity radar built on Bright Data Scraper Studio (Collector: c_mt5eqqbi2j9n8wv66n).
Phantom
Abhishek kamble
Phantom: Verified is a self-healing e-commerce search and aggregation platform built on Zero-Trust Data Extraction.
breakline
Mohammed Abdul Razak Wahab
Breakline is a self-healing release-impact intelligence tool for developers. Paste a public GitHub repository and Breakline identifies the project stack, collects relevant public release documentation through Bright Data Scraper Studio, and maps breaking changes to exact files…
edith-hackathon
Aarya Ajay Singh
Web information changes constantly, but manually checking company pages, product listings, announcements, and market updates is slow and unreliable.
spyderverse
Ankit Bharadva
ScraperOps is an autonomous fleet health monitoring, 4-layer validation, and closed-loop self-healing platform built for Bright Data Scraper Studio.
changelog-sentinel
Uttej
Vercel ships weekly platform updates (new runtimes, environment variables, breaking changes) with no RSS feed. Teams often discover breaking changes only after a failed deployment.
Scrape Shifters
Krutin Bhat
Sentinex AI is an AI-powered Supply Chain Risk Intelligence Platform that proactively collects, processes, and analyzes external web intelligence to identify potential supply-chain risks and emerging disruptions.
ChaturVeda
Manan Maisheri
wo problems. First, existing scrapers make you translate your goal into their vocabulary you have a category page, but the tool wants to know whether you want "discovery" or "discovery plus detail".
Optimiser
Daarani B
Scraper Health Monitor is a "doctor" for web scrapers. Web scrapers fail silently — when a site redesigns its layout, extraction can quietly return empty fields, duplicate text, or wrong data types, and nobody notices until bad data has already been used downstream.
agrisync
Brijesh Rane
AgriSync is an offline-first native Android application powered by Bright Data Scraper Studio and Gemini 3.1 Pro AI reasoning that delivers real-time APMC mandi commodity rates and predictive price advisories to smallholder farmers in rural South Asia.
PriceGuard
Ashutosh Jha
Bright Data repairs a broken scraper. `bdata scraper heal` reads the drift, rewrites the collector's template, hands back a diff, and the collector id comes out the other side unchanged. That half is theirs and it works. I used it on a real break.
Aegis-radar
Ansh Vasant
Aegis Radar is an autonomous self-healing web scraper and intelligence dashboard designed to eliminate data pipeline downtime caused by website layout shifts.
Code Crafters
Jeevan Bennur
MandiPulse is a self-healing data pipeline for agricultural commodity prices. It uses Bright Data's Scraper Studio to continuously extract daily price bulletins from Indian mandi (agricultural market) boards, and when a scraper silently breaks — due to a site redesign, a broken…
Hangover
Kartik Arora
Shadow CPI tracks daily, real-time economic inputs—such as ocean freight rates, energy spot prices, industrial metals, bulk agricultural commodities, and institutional fund flows.
OpenSense
Manjunath Patil
OpenSense is a self-healing radar for the long tail of student opportunities. The problem: students in India discover opportunities through Internshala and LinkedIn — but those platforms only index other platforms.
Rajdeep Singh
Rajdeep Singh
Doorway finds scholarships, fellowships, grants and hackathons for students, and it reads every important fact twice before showing it to anyone. The problem is not that funding information is hard to find. It is that scraped funding information is quietly, invisibly wrong.
Tesseract
Varchas Kumar
WebMorph is a self-healing price-and-stock tracker built entirely on Bright Data Scraper Studio.
Scrape-Verse
Anik Das
HYDRA is a self-healing web-data platform. It runs custom scrapers built on Bright Data Scraper Studio that collect GPU prices (Newegg, B&H Photo, Mindfactory) and hotel rates (Treebo, FabHotels) on a schedule.
ScrapeVerseSentinel
Rohan Jain
ScrapeVerse Sentinel is a contract-driven CI system for web scrapers that detects, diagnoses, and automatically heals failures before they hit production.
anansi
Anmol Gupta
ANANSI keeps B2B supplier catalogue scrapers honest. A scraper that breaks loudly is an outage you notice and fix.
APIx Predators
Gautam Khosla
Bedrock is a verification and provenance layer for web data. A scraper can return the same number of rows, exit code zero, and be completely broken.
mehngai
Hritik Kumar
Mehngai is India's live grocery-inflation index — built to end the information gap between what families pay at stores and what official statistics report weeks later.
webmend
Srinjoy Roy
Webmend is a fully autonomous, self-healing data extraction command center. It doesn’t just scrape data; it actively monitors target websites and, the moment a site redesigns its UI and breaks the scraper, Webmend uses Bright Data’s AI to instantly read the new DOM, rewrite the…
PlayAlong
Abhinav Babu
WebScout is an autonomous AI web research and decision agent that solves the friction of e-commerce decision fatigue and broken web scrapers by converting messy, unstructured marketplace listings into clear, confident buying decisions.
pyramid
arjit
signal Atlas is a predictive spatial intelligence engine that reveals where opportunities and ecosystems are about to emerge before they become obvious. Traditional platforms only track lagging, oversaturated listings like job boards.
Daniel Brighten
Daniel Brighten
SENSE is a self-healing web monitoring agent. You tell it what to watch in plain English — "alert me when the iPhone 17 Pro drops below $900," or paste any URL — and it builds a real scraper, checks the page every 30 seconds, and pings you the moment the condition hits…
bright_data_self_heal_hackathon
Isaac Asiamah
I built a shopping assistant for melcom.com, which is one of the biggest retail chain in Ghana.
Online
Online Project Submissions
Handed in from anywhere across the week of August 17 to 23, 2026.
648 projects
Mangalampalli S Venkata srivalli Madhavi
Mangalampalli S Venkata srivalli Madhavi
Invitation landing page
self-healing-web-intel
Sahil Warade
WHAT PROBLEM IT SOLVES: 1. Brittle Web Scrapers: Traditional web scrapers break frequently whenever target websites change their HTML layouts, classes, or DOM structure. This causes pipeline downtime, lost data, and heavy manual maintenance engineering costs. 2.
DevPulse
Praveen Rajan
Traditional job market scraping breaks frequently when website structures change, leading to broken data pipelines and outdated job market insights.
alt-data-terminal
Shakti Raj
The Alternative Data Investment Terminal is an automated, asynchronous data pipeline and Streamlit visualization dashboard designed for data analysts, market researchers, and arbitrage investors.
scrape-verse-edge
Anurag Kumar
Most scrapers break the moment a target website redesigns its markup, requiring constant human maintenance. The Scrape-Verse Edge Console solves this by introducing a fully self-healing scraping pipeline that runs entirely on an edge node (a Samsung Galaxy Tab A9+ using Termux).
webmend
Om Mohite
Web scrapers break silently when a site's layout changes — you don't find out until the data pipeline downstream is already wrong.
screener-selfheal
Hitesh Pattanayak
Screener Self-Heal is an automated data pipeline that tracks high-dividend-yield stocks on Screener.in — and fixes itself when the scraper breaks. Web scrapers fail silently when a site changes its HTML structure.
aura-sh
Sakshi Shingole
Aura is an AI-powered women’s health and daily guidance platform designed for Indian women. Instead of relying on a fixed 28-day calendar, Aura uses real-time symptoms and daily inputs to identify the user's current cycle phase and provide personalized, actionable guidance.
scrape-verse-3d-job-tracker
Sudhakar P
Applying for Jobs and automating so tough now using the bright api i can create my custom scripts to apply all the jobs, cause some people posting the jobs in the post and some post in jobs section.
HireLens
shankar
Over 34% of tech job listings are "ghost jobs"—openings that are already filled, stale, or continuously reposted in loops to project artificial growth, stockpile resumes, or manipulate job board algorithms.
sourceclock
Anand Vashishtha
SourceClock is a self-healing evidence layer for high-stakes application deadlines. It is built for developers, founders, students, researchers, and autonomous agents that rely on public application pages for deadlines and submission requirements.
signalforge
Rathod Vrajraj
SignalForge watches public competitor websites, collects their pricing and messaging, and uses Bright Data to automatically repair the scraper if website changes break it.
indie-game-tracker
Dipayan Mukherjee
My project is an automated, self-healing web scraping pipeline designed to solve the 'scraper maintenance' problem. It is built for data analysts and developers who need consistent data from websites that change their structure frequently.
Smart buddies
Farahnaz Ghafari
Our project solves the problem of unreliable web data collection and slow, manual cybersecurity monitoring. Traditional scrapers can break when websites change, while security teams can struggle to continuously analyze large amounts of incoming data.
Smart buddies
MURSAL GHAFARI
Our project solves the problem of unreliable web data collection and slow, manual cybersecurity monitoring. Traditional scrapers can break when websites change, while security teams can struggle to continuously analyze large amounts of incoming data.
SourceGuard
Shoryakumar Mishra
The most catastrophic failure mode in web data extraction is not a crash—it is silent semantic drift.
collector-watch
Kainat
collector-watch is a self-healing price tracker. Instead of hardcoded CSS selectors, it uses Bright Data Scraper Studio to describe fields in plain language (e.g. "current listed price"), so when a tracked site changes its layout, the extraction adapts instead of breaking.
spinneret
Cyril Baah
Spinneret is a self-healing feed of public UNDP procurement notices. The problem is public listings change their markup without warning. Scrapers go silent. People who watch one site by hand miss real deadlines.
Orchid
Sarthak Tulsidas Patil
Orchid AI is an institutional-grade, AI-native research platform built on a strict dual-LLM orchestration architecture.
OverLimit
Mohammed Hossam
Scrapted is an AI-powered web scraping agent that takes a public URL and a plain-English request, then intelligently finds and extracts the requested data from the website.
blastradius
Srinivas Sivaratri
Blast Radius is for developers maintaining apps that depend on third-party APIs. A vendor can deprecate an API while the package stays current, so normal dependency checks may not show what will break.
DocForge
Shivam Kumar Tiwari
DocForge is a self-healing documentation-to-RAG platform that turns public documentation websites into searchable, citation-backed knowledge bases.
o3dezen
Atharv Sanjeev Kumar
O3DE Zen solves a problem called "Knowledge Rot". This is when the information about game engines is not up to date. Game engines change fast. The documentation does not. This makes it hard for developers to find the information.
student-opportunity-radar
Abhigna
Student Opportunity Radar is a personalized opportunity discovery platform for students.
Om vishwas Kharade
Om Vishwas kharade
Ai work flow
Ganduri Mani Sree
Mani Sree Ganduri
InfraVision AI is an AI-powered civic infrastructure reporting and monitoring platform. It allows citizens to report issues such as potholes, damaged roads, broken streetlights, garbage accumulation, and water-related problems by uploading a photo and location.
studymate-ai
Sakshyam Niraula
It solves the questions of students and help them generate mcq based on the topic they want
Sola
Aman Sai
It a agent which run locally without use of internet
Code X
Chintha Vamsha vardhan
ScrapeFlow is a visual web scraping and browser automation platform that lets users build, schedule, and execute complex data extraction workflows using a drag-and-drop node graph.
DataForge
S Harshit Sai
DataPulse AI is an autonomous web intelligence platform that uses Bright Data to collect structured data from websites and transforms it into actionable insights using AI.
Imroz Minhaj Shaikh
Imroz Minhaj Shaikh
Vintage Fashion Scout automatically scrapes e-commerce listings using Playwright and Bright Data Scraper Studio to process dynamic market prices. It calculates a custom 0–100 Arbitrage Score to surface instant, high-margin vintage deals on an interactive Streamlit dashboard.
WebsiteSecurity-Audit
Akshay Devidas Dandge
it is for like the websites url security check , A production-ready, Python + Streamlit based tool for auditing large batches of websites (10,000+ URLs) for HTTP/HTTPS availability, SSL/TLS certificate health, WHOIS domain information, DNS records, and content category…
Bit Beginners
Komal Sanjay Dhok
Laptop Radar Intelligence gathers publicly available laptop data from Best Buy and transforms it into a user-friendly product intelligence dashboard.
scrapeshield
Aditya Dilip Deolalikar
ScrapeShield is a self-healing web scraping reliability platform that works alongside Bright Data.
SMART-SCRAPPER
YATHARTH SINGH
IT SCRAPES WEBSITES
AegisEdgenew
Harishram R V
AegisEdge / ROADSoS is a network-resilient emergency dispatch and roadside assistance system designed for off-grid dead zones.
emergency-stock-radar
Savanth JR
Emergency Supply Radar is a real-time crisis intelligence dashboard that tracks the availability, stock status, and pricing of vital relief and medical supplies.
Ashwini Sanjay Hadge
Suhani
Road guard ai
clinical-trial-radar
RUPALS KUMAR
About the Project ClinicalTrial-Radar solves a critical challenge in clinical research: experimental cancer therapies and rare disease medical trials are buried across fragmented hospital directories with fragile HTML structures.
CodeAlpha_Python_Internship
NAVEEN
solve game problem
Morena
Antonius Jairus R
MORENA is an interactive, stateful CLI REPL tool designed for web scrapers, security auditors, and web archivists to inspect, crawl, and archive modern Single-Page Applications (SPAs).
pricepilot
Chaitanya Naga Durga Sai Yeluri
PricePilot is a product monitoring platform that uses Bright Data Scraper Studio to collect structured product information from websites and monitor its reliability.
ReleaseRadar
Kishan Thakur
ReleaseRadar monitors software and library releases from multiple sources, including GitHub and Bright Data. It solves the problem of manually checking different release sources and figuring out what has changed.
Future-Simulator
Dipanjana Roy
A java project that simulates future scenarios and predictions based on our present activities.It is for every individual person who doesn't understand their present actions how it can effect their future life how a single decision can change the whole perspective if their life.
TripWeave
MAYANK MAHAUR
TripWeave takes your route dates and group size pulls live transport stays and nearby attractions from travel sites and bundles them into complete budget ranked trip plans with real combined costs and an interactive 3D globe tour Trip planning is usually messy with dozens of…
SentinelAI
Subhranshu kumar parhi
SentinelAI is an AI-powered privacy and cybersecurity assistant that protects users as they surf the web.
hunterless-permissionless-gaming
shreenath mehta
Hunter Aim Chain is a blockchain-based gaming platform that combines gaming with Web3 technology. It allows players to participate in skill-based games, connect their crypto wallets, and interact with blockchain-powered features.
Code Catalyst
Riju Paul
Hand Matrix is a web-based project that uses hand gesture recognition to provide an interactive and user-friendly experience. It detects hand movements through a camera and processes the gestures to perform specific actions.
brightdata-self-healing-agent
Tejas Sitaram Nalage
This project solves the constant headache of brittle web scrapers by providing an autonomous, self-healing data pipeline powered by Bright Data.
sevadesk4
Ajit Angad Zori
SevaDesk is a digital help-desk platform that allows users to raise service requests or complaints, track their status, and communicate with support teams. It helps organizations manage, assign, prioritize, and resolve support requests in an organized way.
SecureSense-AI
BHUVANKUMAR A PATRI
The Elevator Pitch SecureSense AI shifts financial security from reactive threat detection toward evidence-driven trust verification—giving investigators not just a verdict, but the evidence behind it.
your-project
Raushan Kumar nagwanshi
My project helps students access easy-to-understand study notes, important questions, and educational content in one place. It saves students' time and helps them prepare better for exams.
PMKVY
SAI DUTTA ABHISHEK DASH
What our project do? ScrapeVerse is a self-healing market intelligence platform that tracks product prices across multiple marketplaces (Amazon, eBay, fixture stores) using Bright Data's Scraper Studio.
sxlm-liquid-staking
Ansh Singh
sXLM is a liquid staking protocol for Stellar that lets users deposit XLM and receive sXLM, a yield-bearing receipt token, without locking their liquidity.
precog
Anmol Sinha
PRECOG is a Predictive Causal Context Graph — a live web intelligence system that scrapes the web in real-time using Bright Data Scraper Studio, builds a temporal causal knowledge graph in Neo4j, automatically detects contradictions between sources, and generates predictions by…
AI-radar
Mohamed Ahmed
I built AI Radar because keeping track of AI models has become messy very quickly. It watches the official pages from OpenAI, Anthropic, Google and xAI and keeps track of things like pricing, context windows, capabilities and more.
adhikar
Tarun Mhanta
ADHIKĀR checks whether a self-healing scraper is still collecting what it was allowed to collect. When a website redesigns, a scraper breaks and Bright Data repairs it. That works. The problem is that repair is a technical fix, not a legal one.
Rashid Sheikh
Rashid
"My project is an automated web scraping tool designed to extract structured data efficiently from target websites. It solves the problem of manual data collection, saving hours of tedious work.
code catalyst
Yatindra Harikumar
SignalForge is an AI-powered no-code automation platform that lets anyone build powerful workflows using simple drag-and-drop blocks.
scrapeshield
Nassim
ScrapeShield is a self-healing ecommerce monitoring dashboard for Scrape-Verse. It tracks competitor and vendor pages for price, availability, shipping, and promo changes, then shows how a broken extractor can recover through a semantic fallback.
scrape-intelligence
Mohd Kasim
Scrape Intelligence is a Flutter app that reads a shop page and shows the product as a card: name, price, photo, description, and rating. The problem is that scrapers often break when a website changes.
coolpath-live
cmdr-chara
CoolPath Live transforms scraped public-service information into verified, source-backed data that users can trust.
WebPulse
Ravi Bhuvan
WebPulse is a competitor price intelligence and monitoring system that collects product data from multiple online retailers, compares prices, and tracks changes over time.
Indtalians
Karan Kartikeya
CV Cover turns a CV and a list of job links into one tailored cover letter per posting, downloadable as a formatted PDF or a ZIP. No account, no payment.
scraper
Dhananjay Agrawal
Signalhart is a trust layer for scraped web data. Bright Data runs the scraper; Signalhart decides whether the result can be believed. The problem it solves is the failure that no monitor catches.
Tea Chai Tea
Jonah S
We help people find the most affordable groceries.
sarkari-notice-board
Tejas
Sarkari Notice Board aggregates live government job postings from multiple scattered listing sites (SSC, Railway, Banking, State PSC, and more) into one searchable, filterable dashboard.
claimrot
Joris suppers
claimrot is an open-source monitoring tool for teams whose documentation, content, or applications depend on facts from public web pages.
Arnav
ARNAV
Problem it solves: teams rely on public web data from tenders, filings, catalogs, and procurement portals, but those sites change often. When layouts or selectors break, pipelines fail, data goes stale, and dashboards become unreliable.
scrapesentry
Himanshu Kumar
ScrapeSentry is CI/CD for web scrapers. It monitors Bright Data Scraper Studio output against versioned data contracts, detects schema, quality and semantic drift, quarantines unsafe snapshots, keeps the last known good feed available and guides every repair through human…
FitCheck-AI
Rupam Kumar
FitCheck AI is an AI-powered fitness intelligence platform that combines scraped fitness/nutrition information with user-specific fitness data to provide personalized recommendations, insights, and visualizations.
blip
Allen Saji
Most page monitors only tell you that a page changed. That creates noise and still leaves people to hunt for the value they actually care about. Scrapers can also fail silently when a site changes its layout. Blip is a self-healing monitor for public web pages.
EvoScrape
Ankit Chowdhury
EvoScrape is an AI-powered self-healing web scraper that extracts structured product data from websites and automatically adapts when website selectors or page structures change.
scrape-verse-ui
Arish Sivaraman
I built an automated book discovery dashboard. It uses Bright Data to scrape real-time book listings (titles, prices, star ratings, and stock status) and displays them in a modern, interactive web UI with full search and filtering capabilities.
ai-price-tracker
Pranav khillare
AI Price Tracker is a web application that helps users track and compare product prices from e-commerce websites. Users can enter a product URL and view price information, lowest price estimates, and potential savings.
trendlens-tech-news
Hiba Naz
TrendLens Tech News is a Python data pipeline that turns publicly available technology-news headlines into structured trend insights. It solves the problem of having to read many headlines manually to discover which technology topics are appearing most frequently.
ScrapeGuardian-AI
Yashvardhan
ScrapeGuardian AI uses Bright Data to collect structured web data and turns it into competitor insights, trend analysis, and market intelligence through an easy-to-use dashboard.
ChaosVerse-Suite
Kanak Kumari
ChaosVerse AI is a scraper integrity and recovery layer for web extraction pipelines. It monitors structured data coming from a web scraper against an expected schema and detects integrity issues such as missing required fields.
selfheal-scraper
Rishav Jaiswal
SelfHeal Scraper detects when a website's HTML structure changes and automatically repairs its own CSS selectors using AI, without manual code changes. Normally, when a site redesigns a page, scraper selectors break silently and someone has to manually patch the code.
Srikumaran
Srikumaran
SafeHome Sentry is an AI-powered product safety intelligence platform that monitors online retail products and identifies potentially dangerous or recalled items before consumers buy them.
wolverine-scraper
Manas Dutta
I watch four hobby electronics shops for restocks and price changes. When a scraper breaks, it often shows fake stock or wrong prices, so you get alerts that aren’t true. My app checks the data before it sends any alert.
scraper-project-wemakedev-
Mohit Kumar
Problem it solves: Scrapers don't crash when a site changes its markup; they keep returning HTTP 200 with empty or half-null records, so monitoring stays green and you find out days later. Fixing it means manually rereading the DOM and rewriting selectors.
PricePulse-AI
priyanshi
PricePulse AI is an automated price-tracking platform that collects product information, tracks prices over time, detects price drops, and visualizes price trends.
self-healing-web-intelligence
Kotari Veera Venkata Satyanarayana
Self-Healing Web Intelligence is an intelligence system that watches websites and fixes problems when scraping doesn't work properly.
Resham Sai Pranathi
Resham Sai Pranathi
ScrapeVerse is an auto-recovering, retro-styled web scraping engine powered by Bright Data. * What it does: Uses a 3D arcade-style interface to execute web extraction jobs with real-time target monitoring, simulated layout breaking (BREAK_SITE), and automatic selector recovery.
Web-Genome
Mohammad Moiz Mulla
WebGenome is an autonomous, self-healing web intelligence infrastructure designed to eliminate scraper breakage and silent data corruption in enterprise AI pipelines.
WMD-Scout
Jahnavi Challa
Scrapes every project and team member from WMD's real Devpost hackathon galleries, using Bright Data Scraper Studio. Stores each builder as a searchable profile (skills, project history, source).
spidey-sense
Shreya Deshannavar
Spidey-Sense is a self-healing GitHub issue radar for CNCF sandbox projects. The problem: first-time contributors want to help, but "good first issue" labels are scattered across dozens of projects, and nobody has time to keep checking each repo individually.
Krupakar M
Krupakar M
My project is a production-grade Next.js Command Center designed for data engineers, analysts, and frontend teams who need reliable, visual tracking of their web scraping pipelines.
Sahilahamed Shaik
Shaik Sahil Ahammad
GeckoRegen is mainly built for teams that need to keep track of information from regulatory websites. The problem is, these websites keep changing. When that happens, a scraper can quietly stop collecting the right data, and the team might not even realize it.
priceplus
SUJAL SHARMA
PricePulse helps online shoppers make smarter purchasing decisions by combining price tracking with sentiment analysis.
Finance-data-analysing-
Saisharan
What it solves: Eliminates manual data entry by automatically extracting financial metrics and hardware specs from anti-bot-protected sites to calculate real-time stock fundamentals and product manufacturing (BOM) costs.
NDT
Praveen G K
Public Transit Change Monitor is an automated transit-service monitoring system built using Bright Data Scraper Studio.
querybase-cli
velprabhakaran
querybase cli: point a sitemap scraper at any docs site, get structured JSON, chunk, embed, and chat with citations. Single Tenant auth just username & password(8 digit), npm run start -- crawl <target_url> -> index(RAG indexing with qdrant) -> ask <question_in_string> -> result.
CodeCrafters
K S Sharadhi
ReelRadar is an entertainment discovery platform that aggregates fragmented public listings for movies, concerts, theatre, festivals, and cultural events into one searchable interface.
Scrape-Verse
Asma Tamkeen
Changelog Radar is a self-healing changelog tracker built on Bright Data Scraper Studio.
Team Aaryavarta
G Lakshita
The Problem AegisScrape Solves: Traditional web scrapers break constantly whenever target websites update their frontend layouts, randomize CSS class names (Tailwind/CSS modules), or restructure DOM hierarchies.
Sneha S Konnur
Sneha S Konnur
For patients and i want to upgrade in future days
The A-team
Daksh Saraswat
webPulse is an autonomous, self-healing AI intelligence radar powered by Bright Data Scraper Studio. It extracts live tool launches, pricing shifts, and popularity trends from top AI directories into an interactive, real-time dashboard.
Karthik Bandla
Karthik Bandla
ScrapeShield detects when a scraper breaks, figures out why, repairs it, verifies the result, and keeps the data pipeline running.
PulseCheck
Krrish Yaduka
PulseWatch is an autonomous competitor intelligence platform designed for SaaS founders, product managers, and sales teams. In the competitive SaaS industry, missing a sudden change in a competitor's pricing or feature set can cost a company thousands of dollars in lost deals.
self-healing-scrapper
Sujal Shah
It detects when a scraper silently breaks and repairs it automatically. Here's the thing most people don't realize: scrapers rarely crash. When a site changes its layout, your scraper keeps running, keeps returning rows, keeps exiting with code 0.
PaperPulse
Priyanshu Singh
PaperPulse is an AI-powered research paper tracker that fetches the latest AI/ML papers from arXiv in real-time and summarizes each paper in 2 sentences using Groq LLaMA AI.
biodrift
Al Mahmud Samiul
BioDrift is an autonomous clinical trial and drug patent cliff sentinel built on Bright Data Scraper Studio.
Scrape-Verse-Project
Gururajan Ganesh Babu
Scrape-Verse tracks content on ESP-IDF (ESP32) documentation pages and automatically detects when sections change.
CompetIQ
Shashwat Gupta
My Project (CompetIQ) solves problem for businesses to track what Competitors are doing with pricing, via self healing scraper .So that if any competitor's website UI changes it will repair its code by own and extract/scrape the info and give it to the user .
medicompare
Ezhilarasi
MediCompare is a medicine price and stock comparison platform that collects product data from multiple online pharmacies and brings it together in one place.
changelog-radar
Jayesh Agarwal
Changelog Radar tracks release notes for three voice-AI companies (Deepgram, ElevenLabs, Cartesia) — none of which are in Bright Data's 800+ prebuilt scraper library. It scrapes on a schedule, diffs against last week, and surfaces what's new.
Campentra
Shreyas M. Udagi
Campentra combines two complementary sources of campus information: Verified campus content — authorized campus users can publish official events, announcements, and manage student registrations.
Hackmantra
Nikhil Mahale
BOOKSCOPE transforms web-scraped book data into an interactive analytics and decision-support dashboard.
rigwatch
Mohit Pargaie
RigWatch turns fragmented camera rental websites into continuously monitored market intelligence using Bright Data Scraper Studio, while detecting extraction drift and tracking the scraper self-healing workflow.
brightdata-gatekeeper
Swapnil Dutta
Bright Data's Scraper Studio already repairs broken scrapers — heal rewrites a collector's template, stops at an approval gate, and shows you the rows the fix would produce. Nothing checks whether those rows are right.
Losers
Sirigiri Anand Kumar
MarketPulse AI is a real-time competitive intelligence platform for SaaS companies.
Han solo
Karan Yadav
OpenWindow is an early-warning and deadline workspace for public consultations. It turns ICANN’s changing consultation pages into a searchable dashboard showing open and upcoming proceedings, countdowns, official documents, source provenance, watchlists, and change history.
Fcd5l3myRwEKbn1bw
Meet Tailor
Laptop Tracker is an AI-powered laptop comparison and recommendation platform. It collects laptop data such as price, processor, RAM, storage, display, GPU, ratings and reviews, and shows them in an easy-to-compare format.
TecGuys
DEVENDRA sai
Pulse solves this by building a self-healing market intelligence terminal that never goes blind. Self-Healing Scrapers: Uses Bright Data Scraper Studio to extract data via plain-language fields instead of brittle selectors, surviving site redesigns automatically.
WebGuardian
Raj Tiwari
WebGuardian AI is an autonomous web data reliability platform that detects, diagnoses, and repairs broken web scraping pipelines before data loss impacts downstream systems.
webGuardAI
JAYESH GUJAR
1. What does your project do? WebGuard AI is a self-healing reliability layer for web scraping pipelines.
TATHYA
Trivikram kalagi
Tathya is a self-healing web scraper platform for real-time market intelligence. It uses Bright Data Scraper Studio to collect financial news from Google News and Yahoo Finance, validates every batch through an automated health scoring engine that checks field fill-rates, and…
smartreco
Amitesh Yadav
SmartReco is an explainable AI learning marketplace that recommends courses based on real learner behavior — searches, clicks, dwell time, and cart activity — instead of generic similarity matching.
sourcemender
Michael Jamieson
SourceMender stops silent scraper drift before incomplete public-web data reaches downstream systems. It is for teams and coding agents that cannot treat an HTTP success or parseable JSON as proof that the fields they depend on are still present.
Trust-Check
Abhiraj Kumar
Trust Check is a self-healing scam detector for OLX India. It scrapes live listings across every category using Bright Data Scraper Studio, compares each listing's price against the category's median price, and flags it as a Likely Scam, Fair Price, or Good Deal.
scrapeshield-ai
Shankar lal Godara
ScrapeShield AI is a self-healing web scraper engine designed to prevent scrapers from silently breaking when websites change their HTML structure or selectors.
Lumina-Price-Intelligence
MEHRAAN AMIN
What it does: Lumina Price Intelligence is a production-grade, dark-mode analytics dashboard that tracks live e-commerce product pricing. It is entirely powered by Bright Data's Scraper Studio (Collector ID: c_mt4ivk2i15npcda244).
Jaswinder8617
Jaswinder Singh
Us airlines flight delay issues
ScrapeVerse-Pulse
Inusha Gunasekara
ScrapeVerse Pulse solves the notorious fragility of traditional web scraping, where even minor website layout redesigns or CSS class changes silently break data pipelines, causing data loss and demanding hours of tedious manual code fixes.
bigbuldgingbiceps.md
Arjun Kishore
ScrapeGuard is an autonomous self-healing web scraper designed to stop data pipelines from breaking when target websites redesign their HTML or change DOM classes.
vibe_losers
Nihar
Scrapers break quietly. A site changes its layout, one field starts coming back empty, and the job still says it worked. You usually find out weeks later. Driftwatch checks every run for that. It asks one thing: did the price change, or did my scraper break?
Anuj Pardhi
Anuj Pardhi
best ui
webverse-scraper
Rehan Ganapathy
When a scraper fails the obvious way, with an exception or zero rows, you find out immediately because something downstream throws. That case is already covered by whatever monitoring you own. The expensive failure is different.
Opportunity-Radar
Beeravalli Lakshmi Karthik
My project searches all available and eligible internships and organises them in one place, making it easy for students to search for internships and apply.
sentinel-scrape-verse
Shashank Patel
Sentinel is a self-healing layer on top of a custom Bright Data scraper. It runs the scraper, checks the output against an expected schema, and if fields break due to a site layout change, it automatically diagnoses the issue, triggers Bright Data's AI self-healing, approves the…
Zaprill
Harsh Gupta
ThreadScout is a self-healing job intelligence platform for job seekers who want to discover startup opportunities before they reach major job boards. It monitors overlooked public company career pages and turns scattered listings into a searchable, change-aware feed.
SpartanX
Mujammil khan
A smart book library that automatically collects, updates, and recovers book data, helping libraries maintain reliable and automated book management.
pico
Abhishek Rajendra Sonje
Pico helps developers find the right YC startups without spending hours researching company pages.
AEGIS
Aayush Sahu
Web scrapers can look like they are working fine. They might be giving you wrong or missing data after a website changes AEGIS is a reliability layer that works with Bright Data Scraper Studio.
ApplySignal
Ankit Das
ApplySignal is candidate-side career intelligence for people deciding where to spend their application time.
Vayuputra
Shishir Bhat
PriceProof is a market-value and listings-intelligence platform for used-car marketplaces.
Agent-Pulse
owais salauddin khan
Agent Pulse transforms long software changelogs into a searchable, source-backed release intelligence dashboard. Users can scan releases chronologically, filter AI, breaking, and security changes, save important releases, compare versions, and copy concise digests.
WebGuard-scrapeverse
Pankaj Pandurang Tike
WebGuard is a self-healing price and inventory tracker. It watches product pages across e-commerce stores through Bright Data Scraper Studio collectors, and when a site redesign breaks the extraction, it detects the failure automatically and triggers Scraper Studio's AI…
fandomscope
Harsh tiwari
FandomScope turns a natural-language question into a small, evidence-backed feed of relevant public Instagram posts and reels.
AppleScraper
Ramprasath N
MacWatch automatically tracks MacBook prices using Bright Data, stores hourly price history, shows trends, and sends email alerts when prices drop below your chosen target.
RemoteOk-scrape
Shwet Kshirsagar
Scrape-Verse Tracker is a self-healing web scraping system that extracts structured job listings from RemoteOK, validates the quality of the extracted data, detects failures caused by website/DOM changes, and automatically attempts to recover the broken fields using an LLM.
robin-hood-aim-to-aid
Faatimah Leher
Aim to Aid solves the problem of fragmented and inaccessible educational aid data across Zimbabwe.
Proof of Chaos
Udit Rawal
GapRadar is a trust-aware opportunity intelligence platform that helps people discover what the market is missing and investigate whether an idea is actually worth pursuing.
BharoseWale
Sarvagya Sharma
Vercel and Railway both sell deployment. Supabase and Firebase both sell backend. The docs move every week. A product team should not learn that from a tweet.
CLEOPATRA, TEAM MEMBER: HARSHIT SRIVASTAVA https://www.wemakedevs.org/harshitsrivastava
AYUSH SRIVASTAVA
TheOrbital is built around one simple idea: detect satellite collisions before they happen. Space isn’t empty anymore. There are thousands of satellites, rocket bodies, failed mission parts, and debris objects moving around Earth at extreme speeds.
Argus
Sonic Shrestha
Argus is an AI-powered sanctions and bilateral risk intelligence platform that helps compliance teams, investigators, and businesses identify and understand potential financial and geopolitical risks.
ada-lawsuit-tracker
Zeeshan Lakdawala
ADA Website Lawsuit Tracker is a live, production-ready MVP that turns Federal Website-Accessibility Lawsuits into a searchable Sales pipeline.
roi-ledger
Aman Mishra
Web scrapers power mission-critical pipelines, pricing intelligence, and AI agents—but they break silently whenever websites redesign their HTML DOM. Traditionally, this triggers hours of pipeline downtime and costs engineering teams $50/hr in manual patch labor.
shrinkradar
Sachin Sharma
ShrinkRadar tracks shrinkflation — brands quietly shrinking pack sizes or raising price-per-unit while keeping the sticker price the same.
Scrape-X
Abhay Gupta
Moving to a new city is stressful, and for women relocating for work or studies, safety is the absolute top priority. The problem is that figuring out if an area or accommodation is actually safe is very difficult because the information online is scattered and often outdated.
SCRAPE-SENTINEL-AI
Jegan R
Web scrapers are fragile because websites frequently change their layouts, HTML structures, fields, and content. Traditional scrapers often fail silently or require developers to manually identify and fix broken selectors and extraction logic.
-ScrapeGuardian-AI
Kusumarani Jana
ScrapeGuardian AI is a self-healing web scraping and monitoring dashboard built with Bright Data, Streamlit, Python, and Groq AI.
driftguard
Arinjoy Dey
It solves the problem of scrapers breaking silently after websites change. Instead of allowing missing or incorrect data to enter a pipeline, DriftGuard makes failures visible and recovery traceable, helping teams maintain reliable, structured web data with less manual debugging.
The Siloed
Vikram Lingam
Developer tools change fast, especially in AI and modern web development. Libraries like LangChain, OpenAI, Next.js, and Stripe regularly change APIs, remove old parameters, or update how certain features work.
Scrapeverse-deal-hunter
Utkarsh tiwari
SpaceWeather Sentinel is basically a neat little desktop widget for Linux that lets you keep an eye on solar flares and space weather without constantly opening a browser tab.
infrastructure-signal
Vishal Goyal
Infrastructure Signal helps utility and field-operations teams detect when scheduled work will be affected by published power outages.
Data Bots
Sigireddy Viswesh
What is DocMarks? DocMarks turns live documentation websites like Stripe, Supabase, and Next.js into an AI knowledge base. Developers can ask technical questions and receive answers backed by exact, clickable citations from the documentation.
Scrapian
sidharth deshmukh
Scrape-Verse is an autonomous, self-healing web scraping agent designed to solve the problem of scraper breakage caused by unexpected website layout changes. It is built for developers and data engineers who need resilient, zero-maintenance data pipelines.
HireScape
Kanishka.S
HireScape is an interactive 3D globe that visualizes real internship opportunities across India.
scrapeguard
Riya Kachhi
ScrapeGuard solves the problem of web scrapers breaking when websites change their HTML structure, selectors, or element locations. Normally, developers have to manually find the broken selector, fix the scraper, and test it again.
Ascending Trio
Talha
The Core Function: ChurnScope is an automated website UX and churn diagnostic platform that combines live website intelligence with user drop-off telemetry to diagnose the exact root causes of website abandonment and prescribe actionable, high-ROI fixes.
sci
Jaival Suthar
Scraper-CI is a web data reliability and recovery control plane built with Bright Data at the heart of the acquisition layer.
Chandra Shekar M
Chandra Shekar M
SCRAPE THE PRODUCT DEATILS
Jarvis
suresh T
Fully developed jarvis
HealScrape
Ragav K
HealScrape is a self-healing web scraper built on Bright Data's Scraper Studio. It extracts live package data (name, version, weekly downloads, last publish date) from npm registry pages — a niche developer-tooling site not covered by Bright Data's 800+ prebuilt scrapers — and…
robinscouts
Romanch Roshan Singh
RobinScouts is a hiring-change intelligence feed. It watches company career pages with custom Bright Data Scraper Studio collectors and reports what changed since you last looked — every new posting, every edited role, every quietly-closed listing — instead of just listing what…
WebQuest
Anurag Ghosh
Voyalette is a self-healing travel discovery platform that delivers real-time, live-scraped hotel and attraction data with zero AI hallucinations.
Tulasi
G Rama Tulasi
FreshPricer AI is an intelligent dynamic pricing platform designed to reduce food waste in retail stores. It collects product and inventory information, monitors factors such as expiry dates and current prices, and uses AI to recommend optimized markdown prices.
PricePulse
KONATHALA DEVI SREE
Compares laptop prices across Reliance Digital and Croma, matches identical products between sites, tracks price history over time, and surfaces the best deal — all built on top of Bright Data Scraper Studio.
HealScrape
Chandan Garg
SIGNAL is a self-healing web scraper with RAG-powered Q&A. It scrapes documentation sites using Bright Data Scraper Studio, indexes them into a searchable knowledge base, and automatically repairs itself when scrapers break — no manual fixes needed.
scrape-verse-hackathon
Harsh Mulchandani
It's a self-healing web scraper built with Bright Data Scraper Studio. It pulls product data (name, price, description, rating, image) from an e-commerce site and shows it in a dashboard.
Autoscout
Taher Porbundarwala
Autoscout is a smart search tool for buying a used car in India. You type what you want in plain English — like "automatic Swift under 6 lakh, low km" — and it pulls real, live listings straight from Cars24, then shows you which ones are actually good deals, not just a raw list.
shamunkhan591-code
Shamun khan
My project does scrolling reminder for al application.
craper-intel-pipeline
ALPAK
A self-healing competitor intelligence pipeline that monitors pricing pages of niche dev-tool SaaS products (Plausible Analytics, Resend, Trigger.dev).
study-abroad-explorer
SURESHRAJA A
Study Abroad Explorer helps students compare universities across 5 countries (US, UK, Canada, Germany, Australia) by ranking and tuition fee in one place, instead of checking dozens of separate country websites.
Agentic-GTM-Platform
Yashkumar Kavaiya
Bellwether is an agentic GTM platform. A user describes a buying signal in one plain-English sentence. That same sentence becomes the collector spec, the healing instruction, and the evidence line quoted in the campaign. Nothing paraphrases it in transit.
Canon event
Nikunj Nagpal
Regulators publish recalls; nobody independently checks whether the products actually leave the shelves. We built that check across three marketplaces and two regulators.
NEXORA?utm
LOHA PRADEEP D G
NEXORA is an AI-powered Decision Intelligence Copilot that helps businesses turn sales data into clear, actionable decisions.
mycelium
Akash Mohan
Mycelium is a self-healing bug bounty radar. It watches 380 public bug bounty programs across six platforms (HackerOne, Bugcrowd, Intigriti, YesWeHack, HackenProof, Google BugHunters) and flags a program the moment it appears.
ScoutAI
Hussain Ali
My project suggest best price of a product by searching some legit regional stores and gave the best possible price of a product available in market.
Launde kare Scrapping
Yash Raj
CodeScrap is an Autonomous Self-Healing AI Job Search Agent that connects job seekers and students to live, verified job and internship openings in real time while completely eliminating scraper maintenance downtime.
Price-Tracker
Prathamesh
Price Tracker
Ciphers
Samhitha A.R
Scrapers today are pretty good at fixing themselves when a website changes. But here's the catch — nobody checks if the fix actually got it right. It could patch itself straight into the wrong number, and you'd never know. SentinelScrape is that missing check.
medswitch
Adarsh Jha
MedSwitch compares Indian pharmacy prices for chemically identical medicines, so a patient on a chronic prescription can see what the same drug costs elsewhere.
Pirates
Chaman Swami
Polygraph is a lie detector for web scrapers. Every self-healing tool triggers on breakage; none triggers on lies: a scraper can return 200 OK and schema-valid JSON while silently reporting the crossed-out old price, a flipped decimal locale, a stale cache, or a quietly…
delta
Devansh
Delta is an autonomous, self-healing certification preparation environment for developers, cloud engineers, and security professionals.
SentinelHub-AI
Kotta Charan Ram Sai
WHAT IT DOES: SentinelHub AI 2.0 is an autonomous, self-healing web intelligence radar and career decision engine for student innovators and academic researchers.
WebChange-Radar
Divyansh Agrawal
Websites change constantly, but a scraper failure and a real business change are not the same event. WebChange Radar makes that distinction explicit. Bright Data Scraper Studio performs the monitored extraction and powers the documented recovery flow.
scrap-verse-healer
Abhinav Guddu
Scrape-Verse is a self-healing web scraper. Paste any public URL with an optional goal like "product title, price, link" and it returns structured rows as a table plus JSON and CSV download, with a visible Heal Log and Active CSS Recipe.
scrapeverse-intel-engine
Fahad Aslam
Our project, Self-Healing AI Market Intel Engine, solves the issue of web scraper brittleness caused by layout shifts and anti-bot protections. Web scrapers frequently break when websites alter their CSS classes or DOM structure, requiring manual developer intervention.
Anmol Pawar
Anmol Pawar
DeepOcean Explorer is a submarine-style website that lets people explore the deep ocean, discover marine life and observations, see how conditions change with depth, and trace the information back to its source.
FundLensAI
Shubham Thakur
FundLens AI is a crypto market intelligence platform that uses Bright Data Scraper Studio to collect publicly available data from the web, including prices, market trends, market cap, trading volume, and crypto news.
layoff-early-warning-system
udit dungarwal
The Layoff Early Warning System detects early signs that a company may be heading toward layoffs — before any official announcement is made.
scrape-pulse-ai
RAVINDRA JAIPAL
Scrape pulse Al is an autonomous, zero-touch self-healing web scraper and live market intelligence pipeline that operates continuously even when website structures change.
driftradar
Nisarg Gandhi
DriftRadar is a GitHub-focused AI-assisted monitoring and recovery system for structured developer data. It monitors data extracted from the GitHub Changelog and detects when a scraper starts returning empty, incomplete, or structurally unexpected results.
spec-pilot
Harsh Kumar
SpecPilot helps developers choose the least expensive AI model that meets the requirements of a specific workload. The user describes the task, input and output types, expected usage, context size, required capabilities and budget.
ai-nexus-radar
Bhuvan Jatav
AI-Nexus Radar is a flexible, self-healing web scraping platform built with Bright Data Scraper Studio.
WeMakeDevs
Kamlesh Sunil Patil
ScrapeGuard is a self-healing web data monitoring system designed for data engineers, e-commerce analysts, and competitive intelligence teams.
Tech Redemption
Gundu Jeevesh Laahiri
WebMedic is a self-healing web scraper. Traditional scrapers break silently when a target site changes its layout — one class renamed, one container reordered, and the whole pipeline collapses until someone notices.
ScrapeSense
Yatish G K
ScrapeSense is an AI-powered product intelligence platform that extracts product data from Amazon using Bright Data and uses AI to turn the scraped data into useful product insights and comparisons.
Self-Healing-Scraper
Harshal Chugwani
Self-Healing Scraper monitors FreeJobAlert.com — India's largest government job notification portal — and automatically detects, diagnoses, and repairs scraper breakage using Bright Data's AI agent.
SentinelScraper
Amitabh Dey
SentinelScrape is a self-healing competitive intelligence dashboard for e-commerce teams tracking laptop prices and stock across retailers.
modelpulse
Rajkumar Pawar
The Problem: AI providers (OpenAI, Anthropic, DeepSeek, Google, etc.) ship breaking changes, deprecate models, and tweak default parameters weekly, often with zero email notice, and sometimes quietly editing release notes days later.
ai-job-scraper
Jasmeen kaur
it is job scraper using ai i make this for jobs details and to shoe users which jobs are trending in these days .
nexwatch
Adithya
NexWatch is a scraper reliability and recovery system that monitors the health of extracted web data rather than relying only on whether a scraper request succeeds.
SelfHealingWebScraper
Abhijeet Singh Adhikari
What it does: An AI web scraper (built with Bright Data Scraper Studio) that automatically detects target website redesigns, rewrites its extraction rules using AI, and heals itself. Problem it solves: Prevents broken data pipelines when websites change layout/CSS.
ScrapeShield
Pallavi Anand Talawar
ScrapeShield is a self-healing web data infrastructure platform that monitors the health of scraped fields and helps recover extraction pipelines when website structures change.
jobwatch-ai
Shreyas Yadavi
JobWatch AI is a self-healing job intelligence platform that helps students, freshers, and job seekers discover relevant technology jobs from real-time web data.
tech-hiring-pulse
Rana Banerjee
It scrapes a job site's listing and produces relevant information about all the roles
pulseheal
Arnab Mandal
PulseHeal is an Autonomous Self-Healing Web Scraper Studio that permanently solves scraper downtime caused by website redesigns, class obfuscation, and A/B test mutations.
Coffee-Price-Index
Kshitij M
Scrape multiple fields from Coffee listings on multiple online roasters
Saniya Khan
Saniya Khan
My project is a self-healing web scraper built with Bright Data's Scraper Studio.
sec-watch
Kushagra Varshney
SecWatch is a catalogue of every public bug bounty program on HackerOne and Bugcrowd, built for security researchers deciding what to hunt, and increasingly for the automated tools doing the hunting.
Security-Advisory-Tracker
Krithika Shree K
Security Advisory Tracker is a security intelligence dashboard that collects publicly available GitHub Security Advisories, processes and normalizes the data, enriches vulnerabilities with CISA Known Exploited Vulnerabilities (KEV) information, and presents the results through…
priceguard-scraper
Ganta Naga Surya Dinesh
PriceGuard is a self-healing price tracker that monitors laptop prices and stock on an e-commerce site, stores historical price data, and displays it on a live dashboard.
Scrap DG
veladi satyamahasena sridatta
Our project provides real-time food delivery price intelligence by extracting restaurant menus, prices, and discounts from Swiggy using Bright Data proxies, with NVIDIA AI autonomously repairing the scraper whenever website layouts change.
Scraper_Verse
Gaurav Kumar
A self-healing competitive intelligence pipeline. It scrapes product changelogs (Linear) nightly via Bright Data Scraper Studio, validates every extraction, and when a site change breaks it, automatically repairs the scraper with bdata scraper heal using a plain-language…
Arachno Coders
Shaik Shaheed Arshad
S.P.I.D.E.R is a real-time web scraping dashboard that monitors and manages multiple data extractors. It integrates with Bright Data API to scrape data from multiple sources (Hacker News, Amazon, Coinbase, LinkedIn).
DevFlux
Vanshika
DevFlux is an AI/ML ecosystem intelligence radar that analyzes timestamped GitHub repository data to identify emerging technologies, high-velocity projects, breakout repositories, and changing developer interest.
scrape-verse-bewakoof-tracker
Ansick Kumar Srivastav
ScrapeVerse is a self-healing web scraper that extracts structured product data like names, prices, discounts, sizes, and URLs, then stores it in MongoDB.
scrape-verse
Rishabh Mahto
Autonomous platform where scrapers fix themselves: monitor → detect breakage → DOM diff vs snapshot → Groq LLM repair prompt → Bright Data auto-heal → verify. Solves silent scraper death for data teams running scrapers at scale.
-JobScrapeX
Komal Kumari
JobScrapeX is an automated web scraping project that collects publicly available remote job listings from We Work Remotely and converts them into structured JSON data using Bright Data Scraper Studio.
HackScout
Heet Chaudhari
HackScout is a hackathon discovery platform that brings publicly available hackathon opportunities from different sources into one structured, searchable feed.
scraper-factory
Nitish Mane
The Scraper Factory — a self-healing scraping pipeline where agents run the factory and deterministic code holds the gates. Web scrapers rot: sites redesign, and scrapers keep "succeeding" while returning garbage.
vantagezero
Aniruddha Chaudhari
Vantage scrapes distributor and manufacturer pages with 5 custom Bright Data collectors and tells a hardware team how many units they can actually build right now, and which part is stopping them.
SocialProtect
Tapabrata Sinha
SocialProtect is an AI-powered scam intelligence platform built to help people detect, understand, and act on suspicious activity across social media and the web.
Scrape-Verse
Dhanyashree
Scrape-Verse is a self-healing web scraper built on Bright Data's Scraper Studio.
tiershift
Krishna Kartik Darsipudi
TierShift monitors pricing, usage limits, and entitlements for the cloud and developer-tool plans a software stack depends on. It validates first-party data, preserves the last trusted snapshot when scraping breaks, and builds a sourced history of verified plan changes.
FlankWatch
Piyush Raj
Anyone who tracks competitor pricing eventually hits the same problem: the scraper breaks the moment a competitor redesigns their pricing page, and nobody notices until the numbers have been silently wrong for weeks.
self-healing-scraper
Jhezra Tolentino
A broken scraper rarely announces itself. It keeps returning rows, keeps passing schema checks, and quietly returns wrong data — which is worse than returning nothing, because nothing triggers an alert and wrong data doesn't.
Justice Leaugue
Sambhav Dalal
🕸️ What does your project do? spidey-sense is an autonomous, self-healing control plane for web scrapers powered by Bright Data.
model-pulse-brighten
Mahboob Ali
ModelPulse is an AI model intelligence dashboard that turns scraped pricing data into a workload-based model-selection tool.
anansi
Akshat Katiyar
ANANSI is a guarded self-healing control plane for Bright Data Scraper Studio. It detects scraper failures and silent data corruption, diagnoses page changes, generates candidate repairs, and validates them against schemas, invariants, and golden records before approval.
medifind
Piyush Kumar
MediFind compares the real, landed price — sticker price plus delivery fee — of any medicine, home-use medical device, or healthcare supply across 10 Indian health commerce platforms, ranked for the exact pincode you live in.
RivalSignal
Krishna Srivastava
RivalSignal is a competitive intelligence tool that helps businesses keep an eye on their competitors. A user can add a competitor and a public website, and RivalSignal collects the information from that website and stores it.
skill-radar
Avani Atul Vibhute
SkillRadar is a real-time market intelligence dashboard and automated data pipeline that extracts live tech job postings, parses unstructured salary data into normalized metrics, and analyzes in-demand technical skills (e.g., Python, AWS, Docker).
spider-verse-hackathon?tab=MIT-1-ov-file
Keerthi Kumar
SpideyTracker is an AI-powered competitive intelligence platform that continuously monitors public competitor websites, detects meaningful changes, explains their business impact, and protects the reliability of the intelligence pipeline through scraper health monitoring and…
Scrap Vulcan
Aditya Arnav
DriftWatch is a self healing web scraper monitor for developers and platform teams, whose products sort of secretly depend on public pages — API pricing, rate limits, vendor docs, terms of service — and those things can change without telling anyone, or at least without any…
hackathon-scout
S.Venikalaxmi
Hackathon Scout is a Python-based hackathon discovery tool that uses a custom Bright Data Scraper Studio collector to collect structured information from online hackathon listings.
scrape-verse-agent
Durbha Rohit Sai Ram Vidya Sagar
HealPipe is an autonomous self-healing web extraction engine and student opportunity radar built on Bright Data Scraper Studio (Collector: c_mt5eqqbi2j9n8wv66n).
into-the-scrape-verse
Aswin Amala Jones R.K
Bright Data Scraper Studio's native self-healing automatically fixes broken scrapers using AI — but there's no way to verify the AI's fix actually produced correct data before you trust it downstream.
Aurelius
Advait
It facilitates the task of people who may want to obtain all the public data from a certain website for the purpose of making spreadsheets or surveys or basically anything to classify the data into their own respective categories.
Oppora
Roshan Shaikh
I have named my project; Oppora - It is an opportunity discovery and data quality platform that transforms scraped opportunity data into reliable and actionable information.
Spark
Jiya Jain
Every day, thousands of developers, researchers, and writers post on Hacker News hoping to reach the front page.
TransitRadar
Adithyan Ajith
TransitRadar detects when a web scraper breaks because a website changes its structure, then helps repair the scraper and recover the data. It’s mainly for developers and businesses that rely on web-scraped data, so their data doesn’t silently stop flowing when websites change.
AegisRAG
Aditya Yawalkar
AegisRAG is a self-healing knowledge pipeline. A custom Bright Data Scraper Studio collector extracts structured data from a live target site, feeding a validation layer (the Sentinel) that catches both missing data and the harder problem — data that's well-typed and non-null…
DEVGRAPH
Himangshu Yadav
DEVGRAPH is a production-grade, vintage Card Catalog-themed AI platform that ingests, indexes, and visualizes developer documentation to eliminate AI hallucinations and multi-tab search fatigue for software engineers and technical leads.
Phantom
Abhishek kamble
Phantom: Verified is a self-healing e-commerce search and aggregation platform built on Zero-Trust Data Extraction.
HackFinder
Shourya Singh Rawat
This project solves problem for students who want to participate in hackathons but finds it difficult to look for a hackathon in a single page. So, I created a page which shows three different websites hackahton in a single page.
breakline
Mohammed Abdul Razak Wahab
Breakline is a self-healing release-impact intelligence tool for developers. Paste a public GitHub repository and Breakline identifies the project stack, collects relevant public release documentation through Bright Data Scraper Studio, and maps breaking changes to exact files…
spider-sense
Anvit Devadiga
Spider-Sense is an autonomous price intelligence platform for everyday shoppers that eliminates the frustration of manual price checking and missed flash sales.
signalforge
Piyush kumar
SignalForge is a self-healing web intelligence platform that monitors public web pages and turns changing web data into useful signals. It can track product prices and availability, product releases, changelogs, and other frequently changing information.
Junaid Shah
Junaid Shah
WebMind AI is an evidence-aware research automation platform. It scrapes web resources, extracts key content, and utilizes Gemini 2.5 Flash to synthesize structured intelligence reports complete with traceable evidence claims, entity-relationship graphs, and factual confidence…
edith-hackathon
Aarya Ajay Singh
Web information changes constantly, but manually checking company pages, product listings, announcements, and market updates is slow and unreliable.
spyderverse
Ankit Bharadva
ScraperOps is an autonomous fleet health monitoring, 4-layer validation, and closed-loop self-healing platform built for Bright Data Scraper Studio.
Deep Matrix
Bhargava Ram
LocalTruth is a neighborhood safety index for Bangalore. Twenty localities are scored on four pillars — flood risk, women's safety, air quality, and water supply — using signals aggregated from local news, live air-quality sensors, and OpenStreetMap.
changelog-sentinel
Uttej
Vercel ships weekly platform updates (new runtimes, environment variables, breaking changes) with no RSS feed. Teams often discover breaking changes only after a failed deployment.
HackLab
Aviral Tyagi
VoicePal is an AI-powered speech therapy and fluency-improvement platform designed specifically for children who experience stammering and other speech fluency difficulties.
Team Tapasya
N Jai Shankar
ScrapeShield is a self-healing reliability system for web scraping pipelines. It detects when scraper output becomes unhealthy due to website changes, diagnoses the failure, proposes an appropriate repair, routes it through a human approval gate, coordinates the healing process…
Yash
Yash
ScoutX is an AI-powered competitor monitoring platform that automatically tracks product data from e-commerce websites such as Zara. It helps businesses monitor competitor prices, products, and catalog changes without manually checking websites.
scrapeguard
S Nandini
ScrapeGuard is a web-data quality intelligence tool that uses Bright Data Scraper Studio to extract structured product information from webpages and detect suspicious or low-quality data before it reaches downstream applications.
PAT-LC-analysis-Dashboard-frontend
JEYSAN V
Problem Statement: Tracking students’ LeetCode progress manually is time-consuming and lacks centralized, up-to-date statistics. Solution: PAT-Track automates roster uploads, scrapes LeetCode data through Bright Data, and displays progress in a sortable dashboard.
clean-book-scraper
Raj Shekhar Karmaker
The main problem this project solves is converting messy, raw HTML into clean, standardized JSON and CSV data pipelines that can easily feed into downstream applications or databases.
scrape-verse
Abhi Prajapati
Unbreak is a monitor for web scrapers that collect product data. It detects when a site changes its HTML and a collector no longer gets required fields. It keeps the last good snapshot, shows the error, and lets a person review and approve a repair.
Padmasri
Padmasri
📝 Submission Form Response How did you use Scraper Studio in your project? Tell us what you're scraping and how Scraper Studio fits into your project. 1.
Search Surge
Anvesha
SiteLens is a website SEO analysis and local business lead discovery platform. It helps website owners understand their site's SEO health, identify important issues, compare their website with competitors, and get actionable recommendations for improvement.
DAV Hacklab
Aviral Tyagi
CarbonLens is an AI-powered carbon-emissions intelligence platform that helps organizations identify, understand, and estimate their sources of carbon emissions.
book-website
Yuvraj raut
This project is a book discovery website that lets users search, sort, and browse a catalogue of 1,000 books scraped from books.toscrape.com.
Scrape-Verse
Anushka Dewangan
AI Internship Finder solves the problem of students having to search across multiple platforms to find internships that match their skills, interests, and preferences.
The dev nation
Dhyey Patel
OpenSignal is a self-healing opportunity monitor for artists, researchers, and creators. Public boards like NYFA list residencies, open calls, and grants. Layout changes break custom scrapers quietly, so people miss deadlines.
CareerPilot-AI
Visaka P
CareerPilot AI is an AI-powered career agent platform that helps job seekers manage their entire job search in one place — resume analysis, AI-driven job matching, mock interviews, application tracking, career roadmapping, and LinkedIn outreach assistance.
Scrape Shifters
Krutin Bhat
Sentinex AI is an AI-powered Supply Chain Risk Intelligence Platform that proactively collects, processes, and analyzes external web intelligence to identify potential supply-chain risks and emerging disruptions.
God'sPlan-X
Om Singh Jadon
SpiderSense is an AI-powered competitive intelligence SaaS that continuously monitors competitor websites. It tracks important changes in product pricing, hiring activity, and corporate/news updates.
TenderTrace
Ridham Patel
TenderTrace Sentinel is a self-healing opportunity intelligence platform that continuously discovers, verifies and organizes public tenders, RFPs and EOIs across India.
bengaluru-StartupPulse
Michelle belly
Bengaluru StartupPulse is a live dashboard that tracks startup hiring and funding activity in Bengaluru. It scrapes real job postings and funding news, then uses AI to categorize jobs by role and summarize funding headlines.
ChaturVeda
Manan Maisheri
wo problems. First, existing scrapers make you translate your goal into their vocabulary you have a category page, but the tool wants to know whether you want "discovery" or "discovery plus detail".
Thunder buddies
Pamidi Ajay Babu
We created a custom Bright Data Scraper Studio scraper for Books to Scrape that extracts book title, price, rating, and availability. Our FastAPI backend triggers the scraper and sends the resulting data to Gemini AI for anomaly detection and validation.
Oceanberg
AJAI SELVARAJ
HealScrape is an AI-powered self-healing web scraper that automatically extracts structured data from websites and detects when a website’s layout or data schema changes.
Into-The-Scrape-Verse
SIRASALA POOJA LAXMI
Into The Scrape-Verse is an AI discovery platform that helps users discover, understand, and compare different AI tools in one place.
Inertia
Nandini Sharma
The Reliability Layer is an AI SRE platform for public web-data pipelines. It monitors structured data extracted through Bright Data Scraper Studio and detects silent failures such as missing fields, schema changes, and incomplete results.
Optimiser
Daarani B
Scraper Health Monitor is a "doctor" for web scrapers. Web scrapers fail silently — when a site redesigns its layout, extraction can quietly return empty fields, duplicate text, or wrong data types, and nobody notices until bad data has already been used downstream.
Impact makers
Vaishnavi Sahu
It automatically collects Frido product information from the web, tracks product prices, analyzes the collected data, and shows everything in a dashboard so users can easily monitor products and find deals.
3_Musketeers
Naitik Jain
ScrapeVerse is a self-healing web scraper built on Bright Data's Scraper Studio that continuously pulls structured scholarship data (title, amount, deadline, eligibility) from buddy4study.com, and automatically detects and repairs itself when the site's layout changes — instead…
web-slinger
Gaurav Sharma
Web-Slinger AI helps developers turn their existing tech stack into a responsible open-source contribution path.
Quantum Coders
Sumit Solaskar
Smart Medicine Finder is an AI-powered medicine search platform that helps users find medicines, compare prices, discover nearby pharmacies, track price information, and identify potential generic alternatives.
Saifuddin Malek
Saifuddin Malek
AutoHeal Intel is a self-healing web scraping platform powered by Bright Data Scraper Studio. It detects when target website layouts change and automatically repairs CSS selectors using AI (bdata scraper heal), storing extracted data in SQLite with a built-in AI query engine.
Yeturu Sathwik
Yeturu Sathwik
ScrapePulse is a web change intelligence platform that monitors websites and detects meaningful changes in their content, prices, products, policies, layouts, and announcements.
Team zenas
Kushal Shah
NEO-PRYCE is an AI-powered e-commerce price intelligence, dynamic web scraping, and arbitrage portal.
Sentinel-Grid
Pratham R
Sentinel Books is a self-healing web scraping platform that uses Bright Data’s Scraper Studio to collect web data, monitor scraper health, detect website structure changes and missing fields, and trigger a detect–diagnose–heal–re-run–verify workflow.
404Founders
Keval Jatakia
Our project is a self-healing financial web scraper that automatically extracts financial data, detects changes in website structure or broken CSS selectors, and repairs the scraping process so data extraction can continue.It solves the problem of web scrapers breaking when…
Ctrl+alt+del
Suprathik Joshua
Have you ever noticed how competitors silently change their pricing or tweak their marketing copy without making an announcement? Tracking that stuff manually is a nightmare, and traditional web scrapers constantly break the second a competitor redesigns their website.
agrisync
Brijesh Rane
AgriSync is an offline-first native Android application powered by Bright Data Scraper Studio and Gemini 3.1 Pro AI reasoning that delivers real-time APMC mandi commodity rates and predictive price advisories to smallholder farmers in rural South Asia.
WebWeavers
Abhishruti Saha
It scrapes data from internet archive to provide books according to the user requirements
PriceGuard
Ashutosh Jha
Bright Data repairs a broken scraper. `bdata scraper heal` reads the drift, rewrites the collector's template, hands back a diff, and the collector id comes out the other side unchanged. That half is theirs and it works. I used it on a real break.
Webloom
Ananya Ramesh
Sentinel-Scrape is a self-healing, multi-domain web scraping platform designed to make data extraction more reliable and easier to manage.
ARK Scraper
Ravnoor Singh
AI coding assistants often plan work using out-of-date knowledge of the tools they're writing code for. They sound confident, but they're describing a version of a library that changed months ago — and you only find out when the code doesn't work.
ScarpeHacathon
Jhalak Yadav
What It Is: ComputeGuard AI is a real-time GPU and cloud compute financial intelligence platform built for AI startups and machine learning researchers.
jobguard-scrapeverse
Rafia Noor
JobGuard scans real job and internship listings from Pakistani job websites and flags the ones that look like scams — like fake pay-to-apply postings, super low salaries, or promises that sound too good to be true.
Stack overflowed
Jeet Paul Choudhury
ProofLayer is an AI-powered claim verification platform that turns web claims into evidence.
Galaxites
Anurag Kumar
A self-healing scraper pipeline with an independent AI trust-gate — built for Into the Scrape-Verse (WeMakeDevs × Bright Data) ScrapeTrust doesn't just let Bright Data's Scraper Studio repair a broken scraper.
scraper
Mayank
It extracts the job data from the YC jobs portal and shows them in jobs section basically a lead generator with all info about company and job.
Self-Healing-Scraper
Moazzam
Web scrapers break silently. A site renames one CSS class, the scraper returns an empty column, and nobody notices until someone opens the spreadsheet a fortnight later — by which point two weeks of data is gone and the pipeline reported success every single day.
omniscrape
Varad Patil
OmniScrape turns natural-language requests into structured web data using a custom Bright Data Scraper Studio collector, normalization, and schema validation.
Web-Sentinel
Abraham qureshi
Web Sentinel is an autonomous scraper monitoring and recovery system that helps teams detect, track, and recover from scraper failures without manual intervention.
Vanished
Hillary Ikhais
Vanished verifies that scraper repairs preserve the data they were supposed to preserve. It compares historical and newly collected snapshots to detect information that disappeared, changed, contradicted itself, or drifted unexpectedly.
Real-Time-E-Commerce-Price-Tracker
Krithik Gokul S
Project Overview: The Real-Time E-Commerce Price Tracker is an automated web scraping, price monitoring, and visualization solution.
FindOp__scrape-verse-2026
Mohit Sharma
FindOP helps students and developers discover hackathons, fellowships, grants, jobs, and other opportunities from across the web. It solves the problem of opportunities being scattered across many websites and scrapers breaking when those sites change.
Scout
Sumith Prabhu
Scout watches a company's public pages (pricing, hiring, careers, compliance, integrations, changelog) and tells you in one line, the moment something meaningful changes, instead of you finding out weeks later.
Aegis-radar
Ansh Vasant
Aegis Radar is an autonomous self-healing web scraper and intelligence dashboard designed to eliminate data pipeline downtime caused by website layout shifts.
TechTitans
P ROHITH
CatalogIntelligence AI helps solve a common problem with industrial websites: scrapers can break when a website changes.
airlock
Nikhil Bajaj
Airlock is a validation and continuity layer for Bright Data Scraper Studio collectors, built against a custom collector scraping ThriftBooks book pages (title, author, price, stock status).
course_demand_intelligence
Dhinesh
My project is a Udemy course price-tracking and alert tool. It monitors course prices, stores price history, and lets users get notified when a course drops to a price they’re willing to pay.
P Koti Darshan
P Koti Darshan
Pryce is an shopping intelligence platform designed for students. It monitors e-commerce listings for technology products, combines listed prices with student discounts, coupons, and card offers to calculate the effective price, and uses 90-day price trends to recommend whether…
my-first-project
Rohan Dewangan
The project is an autonomous, asynchronous AI coding and workflow agent designed to integrate directly into software development pipelines.
Aditi Pote
Aditi Pote
ScrapeShield-AI is an AI-powered web scraping and monitoring system that helps detect scraping failures, analyze the cause, and recover automatically. It is designed for developers and teams who need reliable and resilient web data extraction.
CareerScrape
Ashika N
Project Overview: CareerScrape analyzes resumes, extracts technical skills, matches candidates with relevant live job opportunities, identifies skill gaps, and predicts future hiring trends. What problem does CareerScrape solve, and who is it for?
Code Crafters
Jeevan Bennur
MandiPulse is a self-healing data pipeline for agricultural commodity prices. It uses Bright Data's Scraper Studio to continuously extract daily price bulletins from Indian mandi (agricultural market) boards, and when a scraper silently breaks — due to a site redesign, a broken…
Sarkari Majdoor
Anyash Prasad
Self-Healing Scrape is a reliability control plane around Bright Data Scraper Studio. It detects the failure that usually goes unnoticed: a site redesign can leave a scraper reporting success while silently returning missing or incorrectly formatted data.
Soumyaraj Dutta Banik
Soumyaraj Dutta Banik
Our project is a self-healing web scraper designed to automatically collect structured data from websites while adapting to changes in their page structure.
fineprint-policy-intelligence
amit mishra
FinePrint helps online shoppers compare the post-purchase policies behind similar products.
Mistica
Pravin Ghodake
Mistica Scrape-Verse is an autonomous, self-healing web scraping and data extraction platform that solves the #1 pain point in data engineering: fragile scrapers constantly breaking when websites change their frontend HTML, CSS class names, or layout structures.
intelverse
Saksham Jain
INTELVERSE is a web scraping platform that collects and organizes data from websites. Its key feature is self-healing: when a website changes and the scraper breaks, INTELVERSE can detect the change, repair the scraper, and try again automatically.
Shunya
Siddhant Rai
Baahar is a trustworthy city-discovery guide for people who want to go out without searching dozens of fragmented calendars.
nabbstr
Subhankar Chodhury
Nabbstr is a personal web watcher that tracks any public URL with zero setup. You paste a link (like a job board, product price, or hackathon list), and Nabbstr uses Bright Data and Google Gemini to monitor the page, repair itself automatically if the site redesigns, and send…
pricepulse
Shivansh Bagga
PricePulse is a lightweight product price tracking tool built around Bright Data Scraper Studio. Users provide a product URL, and PricePulse extracts structured product information such as the product name, price, availability, rating, and review count.
kk-shoppy-price-tracker
Meena.V
This project is a self-healing price and stock tracker built for KK Shoppy, a hyperlocal e-commerce marketplace serving the Kanyakumari district of Tamil Nadu.
DataDrift
Devanshi Rawat
ResearchMate is an AI-powered product research and comparison platform that helps users find, compare, and choose the right laptops, cameras, and smartwatches based on their budget, needs, preferred brands, and must-have features.
scrapper-hackathon-wemakedev
Krishna Ramesh Sonar
ScrapeVerse has two parts: Technical administrators connect Bright Data collectors, configure monitored websites, and manage the scraping and self-healing pipeline.
Ripe
Shashwat Sengupta
Ripe is a VS Code extension that helps developers understand whether the dependencies in their project are actually safe and appropriate for the codebase they’re using them in.
Parallel Parsers
Spencer Jireh Cebrian
Basketwatch tracks the price of a 15-item grocery basket across 16 real store sites in the US and the Philippines.
Tarnish
umang pawar
Policy Pulse detects when a compliance-scraping pipeline silently breaks, diagnoses the cause with an LLM, triggers Bright Data to heal it, and independently verifies the fix , so your compliance dashboard only ever shows data you can actually trust.
tech-conference-cfp-radar
Ritesh Babhare
Tech Conference & CFP Radar aggregates open Call for Papers (CFP) and tech conference deadlines into a single, real-time dashboard. •Problem Solved: Event dates and speaker deadlines are scattered across multiple sites, causing developers to miss application windows.
22
Krishnav Jain
Healos is a self-healing AI web scraper. It automatically extracts useful data from websites and detects when a website changes, then adapts its scraping process instead of simply breaking.
Scrappers
Aryan
AI Model Training Data Monitor automatically detects when data sources change their structure (schema breaks) and recovers instantly using Bright Data's self-healing.
fandom-reception
Abhay Singh
My project is a low latency conversational AI agent that can dynamically discuss deep fiction lore in realtime encompassing every thing fandom sites have, including but not limited to Iron Man, Daredevil, Tomb Raider, The Boys etc.
BongHaat-tracker
Aritra Kundu
1. What does my project do? BongScrape is an autonomous market intelligence engine designed to extract, monitor, and analyze regional e-commerce data from BongHaat in real time, with a specific focus on customer loyalty metrics.
Debanjon Roy
Debanjon roy
AdShield is a brand-protection platform that helps brands detect counterfeit products, unauthorized sellers, misleading ads, and affiliate abuse across online marketplaces.
Troq
Omkar Chaithanya R
Zeal watches web data for silent breakage. When a company updates its pricing page or a scraper's target site changes layout overnight, most pipelines just push whatever comes out — nulls, mismatched fields, stale prices — straight into a database. Zeal doesn't.
MadhuMedha
sumedha
The Self-Healing Internship Scraper Engine is an autonomous, resilient data extraction pipeline paired with a real-time observability dashboard. It scrapes, parses, and validates internship listings across major platforms (such as Google Careers, Microsoft, and Internshala).
scraper-project-country-scope
SURYANSH AGARWAL
A Bright Data Scraper Studio project that collects structured country information from publicly available web data. The scraper extracts country name, capital, population, and area into structured output.
ScapperSenital
SANKARSHAN PILLAI
What it does: ScraperSentinel is an enterprise "control tower" dashboard that ingests live web data via Bright Data, auto-discovers dynamic CSS selectors, and visually monitors data extraction health.
tremor
Malay Kumar
Tremor is a change intelligence engine that monitors public web sources — API documentation, changelogs, release notes, procurement portals — and detects when they change semantically.
SRA INNOVATORS
PONMUKESH P
SelfHeal is a self-healing web scraper with a live dashboard. It scrapes TANGEDCO's power shutdown notices for Tamil Nadu on a schedule, and instead of failing silently when the site's markup changes, it detects the break by validating the shape of the data (not just whether the…
Synaptic Squad
Suvetha
FieldTruth AI is an AI-powered Industrial Product Intelligence platform that helps organizations monitor, analyze, and manage industrial products, field operations, risks, and evidence in one centralized platform.
Dev x
Kartikey Kesarwani
PriceGuardAI is an AI-powered price intelligence platform that tracks and verifies prices across online stores. Its self-healing scrapers detect failures, retry, automatically recover broken collectors, and safely use the last verified price when needed.
nightowl-audio-curator
Jaya Dubey
NightOwl Audio Curator is a Streamlit app that discovers and curates audiobook and podcast content from YouTube search results.
disaster-relief-map
Sameer Goyal
Assam Flood Relief Map helps stranded people find relief camps, food, medical aid, and flood warnings across Assam districts.
EthioFin-pulse-Web-Scraper
Amanuel Semere Tsehay
EthioFin Pulse is an autonomous, self-healing web intelligence pipeline built for Ethiopia's rapidly growing digital economy. The Ethiopian e-commerce and market landscape is highly fragmented across different platforms.
Into-the-Scrape-Verse
Saksham Agarwal
SentinelScrape is an autonomous self-healing web scraping and real-time market intelligence radar.
RunTimeError
Param
TrendVerse is a real-time trend intelligence dashboard that automatically discovers, clusters, and explains what's blowing up across the developer ecosystem — before it hits mainstream.
TalentQuery
Dharanidhara D J
my project is (Talentquery) it helps people find job without worrying about the scrapper fails , it is build for people who wants to know updates on career page of their desired companies
AstraFlowAI
Shivam Dwivedi
Our project is an AI-powered platform that helps users solve complex tasks through intelligent automation, personalized recommendations, and AI-driven decision-making.
The Amongus
Angel Letada
ParaSa’yoPH is a self-healing discovery platform that gathers fragmented information about scholarships, government assistance, free training, and other public opportunities across the Philippines.
Team
Alan Betty
We're making complex stock market data accessible to everyone. By pairing a self-healing scraper with a clean, visual dashboard, we turn overwhelming financial sites into clear, actionable insights for everyday investors.
ByteMind
Senali
The problem: Teams that depend on fast moving open source technologies (React, Node.js, Docker, etc.) can't realistically watch every release note and blog post those projects publish.
scrape-verse-hackathon
Ahmed Anas H
Editorial HN Monitor is a self-healing Hacker News scraper that automatically extracts top stories, points, and authors. It features a clean, print-inspired dashboard and self-healing capabilities via Bright Data's Scraper Studio. The project runs via CLI or browser dashboard.
ReviewShield-AI
VEMURI VARSHITHAA CHOWDARY
ReviewShield-AI is an AI-powered tool that helps users identify potentially fraudulent product reviews.
OpenFunds
Ronak Paul
- This project finds funding deadlines scattered across the web and brings them into one clean feed. It continuously tracks public grant pages, university research calls, conference deadlines, and artist residencies.
scout
Nazmus Sakib
Scout is an autonomous competitive intelligence system for teams that need to track competitor pricing and positioning without manual monitoring, noisy generic diff alerts, or expensive enterprise CI platforms.
Hangover
Kartik Arora
Shadow CPI tracks daily, real-time economic inputs—such as ocean freight rates, energy spot prices, industrial metals, bulk agricultural commodities, and institutional fund flows.
legendary-rankie
Alby Philip
For the students who have trouble waiting for the official ranklist. It could give you a range where your rank will be. Giving you time to decide whether to look for other college options or continue. As official ranklist will take a lot of time.
NonChalant Coders
PRAJWAL M
WebChange Sentinel is an autonomous reliability layer for web-data extraction pipelines. Web scrapers are usually built around fixed selectors and assumptions about a website’s structure.
productwriter
Hina fathima
Product Writer helps online sellers save time by automatically extracting important product information such as the product name, price, rating, and availability from a product webpage and turning it into a simple, customer-friendly product description.
vatch
Harris Daniel
THE PROBLEM Scrapers break quietly. A site gets redesigned, the scraper stops finding things, and it doesn't crash. It just returns nothing, and your dashboard shows zeros for weeks. Existing monitors only check if the page LOOKS different.
ScalyFoot
Braxton Amatangelo
Scrapers work in testing. Then a site renames a class at 2am, the extraction returns an empty column instead of an error, and nobody finds out until the report is wrong on Thursday. ScalyFoot fixes the whole failure, not just the first half.
Scrape-Verse-Project
Arham Fatima
Scraper Vitals is a self-healing web scraper with a live monitoring dashboard. It watches a product catalog page using a scraper built in Bright Data Scraper Studio.
spider-sense
Pranav Deshmukh
Sentinel Web is a real-time public-risk intelligence dashboard for disaster response, humanitarian monitoring, and public-safety teams.
BeyondCode
Radhika Jain
Project name: Self-Healing Agent Tagline: Point it at a repo. Watch an AI agent find what's broken and fix it — live, and explain why.
Indie Buddy
madhav manchanda
OpportunityOS solves this by bringing opportunity discovery into one place. It continuously collects and validates opportunities, calculates a personalized match score, highlights deadlines and urgent opportunities, and explains why each opportunity is relevant.
TrendPulse
Raghav Negi
TrendPulse is a YouTube trend analytics platform that helps content creators discover trending videos and Shorts across 10 content streams (Gaming, Education, Tech, Music, Comedy, Fitness, Cooking, Lifestyle, News, Finance).
SOLO (Vizhi)
Gopinath
I have build the bus intelligence application for tracking the bus history , I have build the application on top of the bright data scraper studio , the main aim of the application is to give the users about comparing the price history , reviews route times and many.
DistrAction
Shreyash Khadd
It's a self-healing product-data collector for Amazon listings, paired with a live monitoring dashboard.
CampusCents
Hridul Sreenivasan
CampusCents is a student-focused personal finance tracker that helps students track expenses, organize spending, monitor budgets, and understand their financial habits through a clean, intuitive dashboard.
ai-job-hunt-agent-v2
Aaisha Muhishina
AI Job Hunt Agent scrapes RemoteOK's AI/automation job listings daily using a custom Bright Data Scraper Studio collector, scores each listing against a skill profile (AI, automation, n8n, low-code) using word-boundary keyword matching, and delivers the top matches to Telegram…
ScrapeVerse
Sumit
Changelog Radar turns a package.json into live scrapes of npm package pages and GitHub Releases so teams can read maintainer security, deprecation, and breaking-change notes before CVE databases catch up. The problem is the lag. Modern apps sit on hundreds of npm packages.
ByteMe
Ankit Anand
NightScrape aggregates live event listings from 16 Mumbai venues — theatres, galleries, comedy clubs, malls, and stadiums — onto one interactive map.
blankbasket
Srihari Venkatesan
BlankBasket catches dark patterns on Indian grocery apps. A dark pattern is a shop interface built to trick you. India's Central Consumer Protection Authority made 13 of them illegal in 2023, and it has real teeth: the CCPA fined Zepto 7 lakh rupees in 2026 for exactly this.
d4c
N.Hariharan
Every year, federal regulators (CPSC, FDA, USDA FSIS, NHTSA) issue thousands of critical safety recalls for household appliances, baby gear, electronics, and vehicles due to fire, burn, or choking hazards.
spinneret
Muhammad Hassaan Saleem
I have build "Spinneret" which finds companies that are about to buy something, based on what just changed about them rather than who they are. A company sitting in a directory is not a lead.
Victorious Secret
Abhijit Mohanty
HackRadar helps frequent hackathon participants decide what to build next. It turns fragmented public event listings into prize-ranked leaderboards for the USA, India, the UK, and Singapore.
CampusCents
Hridul Sreenivasan
CampusCents is a student-focused personal finance platform that helps students track expenses, organize their spending, monitor budgets, and understand their financial habits through a clean and intuitive dashboard.
brightdata-watchdog
Sathwik Elaprolu
Whenever there is a natural disaster the prices of daily necessities or emergency supplies skyrocket so what Ive built is watchdog which scrapes targets source website and if the price is increased then it will immediately inform the concerning people
Asit Purohit
Asit Purohit
ScrapeVerse is a Chrome extension that gives shoppers real-time purchase intelligence while they browse Shopify product pages.
Bright-Data-Web-Scraper
Francpaul B. Thekkan
Pulse is a self-healing product price and availability monitor for teams tracking public e-commerce listings.
Kin
Suhas Hanamannavar
Kin is a SaaS platform that continuously maps and monitors company ecosystems. It scrapes public web data — company websites, product pages, job postings, press releases, and funding announcements — to build a living, breathing map of how businesses relate to each other: who…
self-healing-WebScarper
Ishant Rustagi
AutoHeal is a Universal, 9-Layer Self-Healing Web Scraping Engine that can extract clean structured data from any website using natural language prompts, and automatically repairs itself when websites change their layout.
Shaik Nakeeb Mufeed
Shaik Nakeeb Mufeed
Scrape-Verse RAG is a documentation assistant that automatically processes scraped documentation, stores it in a ChromaDB vector database, and uses semantic search with a Groq LLM to answer user questions from the documentation.
circuitfeed-sentinel
Akshat Rathore
CircuitFeed Sentinel is a reliability layer for AI-powered web intelligence. It uses a Bright Data Scraper Studio collector to continuously extract structured hackathon listings from Unstop, validates the output against explainable thresholds (record count collapse, missing…
Iskolar-Radar
Jhon Marco Rodriguez
Iskolar Radar aggregates Philippine scholarships (UP Diliman, Mapúa, UST, Coca-Cola Foundation, Security Bank, etc.) into one searchable site where students filter by course and study level to find matches, each linked back to the official source.
Griffora
Sumit Pujari
This project is an AI-powered news aggregator that continuously scrapes, enriches, and displays news articles. It solves the common problem of web scrapers breaking when websites change their layout.
Rent-Radar
sparsh
Rent Radar is a global real-estate rental discovery platform that turns the fragmented web into a structured property search experience.
Code Crafters
Ansh Nagpal
CORA is a self-healing web scraping infrastructure designed to make web data extraction more reliable. Traditional scrapers can silently fail when websites change their HTML structure, CSS classes, attributes, layouts, or data formats.
scrapewatch-ai
Adil Khan
ScrapeWatch AI is an AI-powered web scraping and monitoring platform that automatically collects structured web data, detects website changes, monitors scraper health, and helps recover from scraping failures.
Priya Shahi
Priya Shahi
Sentinel is a live telemetry dashboard and webhook system that monitors data pipelines, validates incoming JSON payloads against Strict rules before saving them to a database, and automatically repairs itself if a target website's layout breaks.
HealScrape
Syed Amer
HealScrape is an AI-powered self-healing web scraper. It monitors scraped data for missing or invalid fields and detects when a scraper has failed.
cartellino-monitor-piante
Vishal
Cartellino is a price and availability monitor for online plant nurseries. I run a real plant shop and wanted an easy way to track a competitor's prices and stock without checking their site by hand.
Spammers
Amish Kumar
This project is an automated startup intelligence tool designed to systematically collect, clean, and structure detailed business data on companies listed in the Y Combinator directory.
Anath
Atharva
It is for both job professionals and students, it scrapes data for job opportunities for professionals and scholarships for students over the internet.
Unbroken-hackathon
Dhiran
PulseRank is an interactive caffeine universe where users explore trusted product data, compare caffeine levels, track daily intake, and play a 3D caffeine-themed game. It combines useful health-awareness tools with an engaging, game-like experience.
Harsh Singh
Harsh Singh
ScrapeIT is a live product-intelligence platform that answers two questions a shopper can't answer alone: what does this product actually cost right now, and can I trust who's selling it? The problem.
Rajdeep Singh
Rajdeep Singh
Doorway finds scholarships, fellowships, grants and hackathons for students, and it reads every important fact twice before showing it to anyone. The problem is not that funding information is hard to find. It is that scraped funding information is quietly, invisibly wrong.
OpenSense
Manjunath Patil
OpenSense is a self-healing radar for the long tail of student opportunities. The problem: students in India discover opportunities through Internshala and LinkedIn — but those platforms only index other platforms.
Tesseract
Varchas Kumar
WebMorph is a self-healing price-and-stock tracker built entirely on Bright Data Scraper Studio.
Scrape-Verse
Anik Das
HYDRA is a self-healing web-data platform. It runs custom scrapers built on Bright Data Scraper Studio that collect GPU prices (Newegg, B&H Photo, Mindfactory) and hotel rates (Treebo, FabHotels) on a schedule.
scrape-verse-hack
Mikhail
Scrapers don't crash. They rot — a site changes a class name on a Tuesday, one selector stops matching, and the scraper keeps running. It still returns rows. The rows just have holes in them. Nothing errors, the pipeline stays green, and you find out on Friday from a customer.
campushorizon
Neeraj Chormale
CampusHorizon is an event discovery dashboard that brings together 300+ hackathons and tech meetups from Devpost, MLH, Devfolio, Luma, and Meetup into one clean, searchable feed.
Mscraper
Rishabh Dev
Growth Intelligence is an AI-powered market research platform that helps businesses understand their market, competitors, pricing, SEO opportunities, and potential customers from public web data.
watchtower
Vishva
Watchtower is a continuous website change-intelligence platform that monitors websites, captures structured snapshots, compares them with previous states, and detects meaningful changes or scraping failures.
Momentum
Adrija Chowdhury
AI orchestrator implementing web scraping and blockchain transparency.
RuneBrowse
Samuel Jayasingh
RuneBrowse is a standalone AI browser with one address bar that reads intent and routes it with instant cited answers, watching a page for changes on a schedule, autonomous multi step tasks in a private tab, and deep multi-source research all on top of a real multi tab browser…
explore.food
Dev Sapariya
Help User to explore the Food/Restaurant Items Nearby (like Pizza/Dosa Near By me)
AI-Career-Mentor
Bhagavan Singh
AI Career Mentor helps students discover relevant hackathons, internships, competitions, and career opportunities while providing personalized career guidance. Students often spend hours searching multiple platforms and are unsure which opportunities match their skills and goals.
researchify
Mustafa Sayyed
I am building Researchify. Researchify is an automated research intelligence platform that continuously monitors the information about topics, companies, startups, competitors, products, markets, or specific websites.
LazyMan
Mohammed Zaid Rizwan Shaikh
1.LazyMan watches websites automatically using Bright Data Scraper Studio — it builds a real scraper for any site you point it at, runs it on a schedule, and gives every single run a health score.
Error: 404
HASANAT SHAKIL
Problem Solved Finding higher education options usually requires digging through dozens of cluttered university sites. UniFinder automates this by scraping live data and instantly filtering programs based on a student's budget, grades, and test scores.
opportunity-pulse-
Soham
OpportunityPulse AI takes your background and finds hidden, low-competition career paths you wouldn't normally think of. It then searches the live web using Bright Data to find and show real, active job postings on your screen in real time.
WebMorph
PRINCE SUTHAR
WebMorph is an autonomous AI infrastructure platform that prevents web data pipeline failures. It continuously monitors scraping systems, detects schema drift and extraction issues, analyzes failures, generates repair strategies, and validates recovery automatically.
scrap2sim
Mohit Madan
Scrape2Sim helps robotics builders avoid expensive trial and error. Today, engineers, makers, and students often copy specifications manually, guess whether components are compatible, and buy parts before discovering electrical, mechanical, or performance problems.
pulse
R MUHAMMED THOUFEEL
What does my project do? PULSE is a self-healing web-data system, shown as a live price monitor.
scrape-verse-self-healing
SOHAM PAUL
This project is a resilient data extraction pipeline built to survive website UI changes. Traditional web scrapers break the moment a target website updates its DOM or changes a CSS class. My project solves this by implementing a self-healing scraper for a bookstore catalog.
Code Obsessed
Tanishk Viraj Bhanage
Oracle Sentinel is a self-healing decentralized oracle network built for DeFi protocols, Real-World Asset (RWA) platforms, and smart contract developers who rely on off-chain web data.
Midnight
Prathmesh Adsod
GridForge compiles physical systems from live Web inventory. For this prototype, I focused on off-grid solar. A user describes what they need in plain language, such as daily energy, peak load, location and budget.
Dayanand
Dayanand
WebRescue is an autonomous reliability layer for web-data pipelines. It uses Bright Data Scraper Studio to extract structured web data, validate its quality, detect extraction drift, and trigger self-healing when scrapers break.
Pied Piper
Sai Krishna
WebReceipt collects product and price information from websites and checks whether the information is actually correct.
Error:404
Zainab Shafiq
Problem Solved Finding higher education options usually requires digging through dozens of cluttered university sites. UniFinder automates this by scraping live data and instantly filtering programs based on a student's budget, grades, and test scores.
Meluhhans
Sahil Rane
Finding and applying to high-growth startup roles is broken by fragmented ATS portals (Ashby, Greenhouse, Lever, YC Work at a Startup, and Wellfound).
papersHub
Ansh Shivhare
it is a research helper tool which provides many features I believe would make researcher's life a lot easier.
airanker
Sahil Gupta
I had recently observed many marketing platform are emerging like promptwatch, crowdreply. but there pricing are damn expensive just to see AI traffic on our product.
The Hallucinators
Heshan Maduwantha Yatigammana
Websites frequently change their layouts, CSS selectors, and page structures. Traditional scrapers can suddenly stop working or return incomplete data without anyone noticing.
friendly-neighbourhood
DEBASISH PAL
Spider-Sense is an autonomous personal hazard radar that pairs Bright Data Scraper Studio’s self-healing collectors with a stateful LangGraph AI agent to detect web layout changes, heal broken scrapers, diff snapshots over time, and generate ready-to-copy action scripts whenever…
TripPlan
shivam kumar
TripPlus is an AI-powered travel price intelligence platform engineered to protect travelers from fake urgency tactics, hidden fees, and price surge traps across hotels, flights, and trains.
scrap-heal
Aditya Sasidhar
Dr Browser is a self-healing changelog intelligence pipeline. It monitors public AI-infrastructure changelogs, stores their structured updates, detects meaningful changes, and presents contract health, recovery history, and diffs in a GitHub Pages dashboard.
Ctrl Alt Elite
Guransh Singh
We built a self-healing web scraper that can detect when a website changes its structure or selectors and automatically adapt instead of breaking.
causalens
Venmani A D
CausaLens turns fragmented news coverage into an evidence-backed event graph. Instead of showing users a list of isolated articles, it discovers reporting around a topic, extracts the underlying events, identifies entities and locations, groups multiple sources describing the…
token-saver-ai
Vanshika Jadam
TokenSaver AI is an intelligent pre-parsing simulation dashboard designed to optimize API token usage when extracting web data. Processing raw HTML through Large Language Models (LLMs) consumes excessive tokens and incurs huge costs.
Objection.AI
Akshit Agarwal
Objection.AI is a RAG-powered legal research assistant that allows users to chat with live Supreme Court and High Court judgments. We use Bright Data’s Scraper Studio to orchestrate a batch data pipeline that extracts and cleans live legal data.
scrape-verse
Jenil Soni
Sentinel is a self-healing scraper control plane built on Bright Data Scraper Studio.
banana bazooka 3.0
Sushant Kumar
API Canary is a reliability platform for developers and engineering teams that depend on third-party APIs. It uses public API deprecation documentation to identify breaking changes, migration deadlines, replacements, and affected products before integrations fail.
Web Weavers
Yatharth Wazir
When a pharmacy is selling a substance (e.g- Paracetamol) it substitutes whichever manufacturer's version is available, and everyone assumes: same drug, same information. But the data says otherwise.
assay
Vaibhav Tomar
Scrapers break quietly. A page changes, the old selector still matches something, and you get a plausible wrong value instead of an error. In my own logs a product recall title turned into "Skip to main content" and nothing about the run looked wrong.
RoboSearch-ScrapeVerse
Aryan Kumar
RoboSearch India is a real-time component tracking and procurement dashboard for robotics hardware.
Team Mavericks
G Yoghna
ShelfGuard AI is a real-time competitive intelligence platform for e-commerce. It monitors product listings across marketplaces such as Amazon, Flipkart, and Myntra, compares live prices and availability, and identifies pricing opportunities so businesses can make faster…
scrapeverse
Kartikey
Driftwatch watches the public lists builders already refresh — Hacker News, GitHub Trending, StackShare, TIOBE, PYPL — and turns them into a changelog of what actually moved.
Ramparts
Chidroopa Kanaparthy
Edith generates original interview questions on demand, based on what a specific company is actually asking right now, instead of pulling from a static bank.
Mend
Manan Paliwal
Mend is self-healing brand protection for mid-size brands that cannot afford enterprise MAP tools. Marketplace scrapers break silently on HTML redesigns, so MAP violations, unauthorized sellers, and counterfeit listings pile up before anyone notices.
Signal-Genome
Luxmikant
Signal Genome turns fragmented public technical knowledge (blogs, docs, changelogs) into one spatial picture you can remember: a city.
Reckon
Samim Sekh
Price Hound is a price-comparison dashboard that collects product information from Amazon, Walmart, and Target, then compares prices, availability, ratings, and price history in one place. It converts supported currencies to USD and identifies the best available deal.
Founders 404
Aryush
The app uses FastAPI to communicate with Bright Data, trigger scraping, track collections using unique collection IDs, and retrieve the scraped data.
Edgerunners
Yajat
The Red Flag Checker automatically extracts terms and conditions from any web page, translates them into plain language, and analyzes red flags such as data sharing, auto-renewal clauses, and arbitration to help the users make an informed decision before signing on.
ScrapeOps
Kotak Preetkumar
When you're looking for a place to live, every website throws the same wall at you: price, school rating, crime score, transit time. Numbers that tell you nothing about what your Tuesday morning actually looks like. LifeCast takes that same public data and turns it into a story.
libra
Arpan Patra
You type a concept say "photosynthesis" and instead of a list of links you get a five-step climb. A plain-language explainer at the bottom, then an undergraduate chapter, university course material, a survey paper, and the primary source the field rests on.
Priyanshu Raj
Priyanshu
Sentinel Chain is an agent-native, self-healing web intelligence runtime specialized in Cyber Threat Intelligence (CTI).
Petabyte
Vikshith Kumar S
PriceSentinel is an AI-powered pricing intelligence platform that monitors SaaS and AI vendors for pricing, feature, and usage-limit changes.
spider
Abhishek Kumar Jha
SPIDER is an autonomous business intelligence system that discovers verified competitors, continuously monitors their public web presence, detects meaningful changes, and turns those changes into strategic business recommendations.
ScrapeOps
Suraj Gupta
PHANTOM (Probabilistic Heuristic Anomaly and Tamper Monitor) is a semantic integrity layer for web scraping pipelines.
scrapper
Akshat Lakhera
MarketScout is an autonomous web-data extraction and monitoring platform that normalizes unstructured web data, validates it against schemas in real time, and automatically repairs broken scrapers when website layouts change.
WBS-Scraper
yash
It's a self-healing scraper reliability dashboard using brightdata. You watch a live product-listing collector run normally, then simulate a real site redesign, watch extraction fail in real time, then trigger a heal — a step-by-step repair animation
ai-token-cost-router
Akash Narayanan
AI Token Cost Router is a live dashboard that helps developers find the cheapest AI model for their specific use case.
Error 404: Idea not found
Aryan Singh
We're scraping e-commerce product pages, mainly information like product name, price, availability, and other relevant product details. Scraper Studio is the core of our scraping layer. We use it to create and run collectors for the product URLs we want to monitor.
Bytek
Varun Chakraborty
opportunity discovery platform that helps developers find GitHub issues matching their interests, experience level, and contribution goals.
Adisiddu
Surishetti Siddartha
It scrape live Y Combinator jobs automatically using Bright Data DCA scraper c_mt5wl2m71k9t9f0bwj. It filter all messy data into clean salary, batch, tech stack, and location. *It calculate match percentage with user skills and show what skills are missing.
TOOTHPASTE EATERS
Arav Latiyan
Websites constantly change, which can silently break scrapers and give you bad or incomplete data.
lublue
Anurag Thopate
Finding research grants and scholarships as a student is exhausting because funding opportunities are scattered across dozens of different websites, each with different formats and deadlines. Most of us waste days just searching instead of actually doing our research.
Iron Pulse
Sitanshu Sasmal
WebSentinel AI monitors competitor websites — tracking product prices, stock availability, and ratings — and automatically detects and repairs itself when a site's structure changes, using Bright Data Scraper Studio for live data collection.
Recursive Minds
Neeraj Kumar
TrustCheck is an AI-powered web intelligence and verification engine that helps users determine whether an online product listing, promotional offer, or news claim is trustworthy.
Drop-Picker
Arham Ali
Drop Picker is a real-time price and inventory intelligence platform for PC builders, gamers, and hardware enthusiasts. It continuously monitors publicly available product data across retailers and turns changing prices and stock status into actionable events.
SENTINELS
Swastik Sharma
ScraperArena is an AI-powered competitive web scraping platform where multiple AI agents independently build and test scraping strategies for the same website.
Anshu kashyap
Anshu kashyap
Our project, developed by Team New AI, is an AI-powered "Self-Healing" Web Scraper. Traditional web scrapers rely on hardcoded HTML tags and CSS selectors to find data. Our solution replaces this rigid logic with an agentic workflow using the Google Gemini API.
ScrapeVerseSentinel
Rohan Jain
ScrapeVerse Sentinel is a contract-driven CI system for web scrapers that detects, diagnoses, and automatically heals failures before they hit production.
TechNova
Md Kamran Akhter
Find the right hackathon. Faster. OpportunityRadar is an intelligent hackathon discovery platform that turns live web data into a searchable, structured opportunity feed.
NewComers
Ayush Vij
ScrapeShield is a web-data reliability layer built around a Bright Data Scraper Studio collector. It monitors structured product extraction and validates five required fields: product_name, price, description, rating, and primary_image_url.
Spidey Squad
Sai Ramya Mohanraj
RouteX is a bus fare and route comparison platform that brings bus options from multiple booking platforms into one place.
anansi
Anmol Gupta
ANANSI keeps B2B supplier catalogue scrapers honest. A scraper that breaks loudly is an outage you notice and fix.
APIx Predators
Gautam Khosla
Bedrock is a verification and provenance layer for web data. A scraper can return the same number of rows, exit code zero, and be completely broken.
skillcask
Kaiav Nihalani
Skillcask turns docs into live skills. Its web UI (Next.js 15) takes a documentation URL, acquires the page's content through a resilient scraping ladder, and maps the extracted rows into a versioned SkillCatalog where every field carries provenance (where each value came from…
kevlar
Abinash Yadav
Kevlar is a verification firewall for data collected from changing public websites. A scraper can return valid JSON while attaching the wrong meaning, for example, reporting Nova headphones’ $10.75 monthly installment as the $129 purchase price.
Mohit Saini
Solo
ChangeSentinel monitors websites for important changes and helps detect when a scraper's expected data has changed. It is built for developers and teams who rely on web data and need a faster way to identify changes before they break downstream workflows.
The Catalyst Crew
Sagar Maurya
Crawlr is an autonomous AI research tracker that watches four sources — EleutherAI, Together AI, Papers With Code, and OpenRouter — for new model releases, papers, and datasets.
NinjaX
Rashi Shrivastava
Catalogued is a self-healing web scraper built on Bright Data's Scraper Studio. It scrapes book listings from books.toscrape.com - title, price, star rating, availability — using a scraper described entirely in plain English rather than hand-written selectors.
mehngai
Hritik Kumar
Mehngai is India's live grocery-inflation index — built to end the information gap between what families pay at stores and what official statistics report weeks later.
Facts
Mangalam
Facts is an AI-powered competitor market research tool. A user enters a single company's website, and Facts does the research a human analyst would do manually — it scrapes that company's public footprint, uses an LLM to identify who its real competitors are, then scrapes those…
webmend
Srinjoy Roy
Webmend is a fully autonomous, self-healing data extraction command center. It doesn’t just scrape data; it actively monitors target websites and, the moment a site redesigns its UI and breaks the scraper, Webmend uses Bright Data’s AI to instantly read the new DOM, rewrite the…
omnicompare
Shyanukant
This project is about compare and find project from 3 shoping platform ( amazon, newegg, eBay), this project is for buye who compare and search a item on multiple platforms to find good price, so this project save time of buyer and and simple click checkou the site which offers…
pulsehire
Yash rana
PulseHire solves the problem of uncertainty in choosing tech skills to learn by providing real-time insights and trends in the tech job market. The target audience includes students and career switchers who want to understand which tech skills are in demand.
Pheonix-Conference-Intelligence-
Satvik Mishra
It is supposed to get the information about the latest tech conferences taking place
NEXBIT
ABHIJEETH V N
Houdini is an automated compliance auditor that walks real-world e-commerce and SaaS user flows to detect, analyze, and document deceptive design practices ("dark patterns") in the act.
Debabrata Pattnayak
Debabrata Pattnayak
A "dataset-as-a-service" that turns the long-tail commercial web of a single specialized vertical into a clean, structured, compliance-documented fine-tuning/RAG .
scrape-verse-anime-merch-tracker
Tanmay Ashish Rajput
The "Anime Merch Price Tracker" solves the problem of monitoring long-tail, niche e-commerce websites that lack public APIs or RSS feeds. It is built for collectors and enthusiasts who want to track live product drops without manually navigating cluttered, complex web pages.
molt-scraperstudio
Prince Panchani
Molt is a Scraper Reliability Engineer for Bright Data Scraper Studio. Scrapers rarely fail loudly — they keep returning status: done and HTTP 200 while the actual data quietly rots: fields go to zero, fill rates collapse, values flatline.
changesignal
Voodi Ramesh Kumar
ChangeSignal is a self-healing monitor for a public changelog. It runs a Bright Data Scraper Studio collector against a real target (Bun's blog), validates every run against a strict semantic contract, and shows normalized events alongside a real failure -> rejected repair ->…
Scrape_hackathon
Manoj Kumar
IRONCLAD is a verification layer that sits between a broken scraper and Bright Data's self-healing API. It does not heal anything itself -- Bright Data's refactor_template does the healing.
Heal & Deal
Harkirat Kaur
The Problem Freelancers and small agencies waste hours cold-pitching businesses at random. Most outreach fails not because the pitch is bad, but because the target was wrong — there was no way to know, before reaching out, whether a business actually needed what you're selling.
Error: 404
zaini
Problem Solved Finding higher education options usually requires digging through dozens of cluttered university sites. UniFinder automates this by scraping live data and instantly filtering programs based on a student's budget, grades, and test scores.
StayTrace
Omdeep Chakrabarty
StayTrace tracks ocean containers from different shipping companies and turns their messy, changing websites into one simple tracking page. If a carrier's website changes, StayTrace can try to recover the information instead of simply breaking.
Jay Rietzke
Jay Rietzke
SpecShift is self-healing AI model intelligence for developers, AI platform teams, and engineering organizations that depend on fast-changing model providers.
reality-ci
Aryan Kumar
Reality CI is CI for facts that live on the web. Software depends on API versions, security guidance, SDK rules, and platform requirements that can change without a commit.
HYDRA-shrinkflation-watch-
Bhanu Nagpure
HYDRA is a shrinkflation watch. Grocery packages get smaller while the price stays. Shoppers and anyone checking a shelf cannot open every product page every week.
Sanjeevani
Rohit Yadav
Sanjeevani (संजीवनी) is an autonomous, self-healing clinical drug shortage radar and hospital command center powered by Bright Data Scraper Studio.
SentinelGuard
SONAL TIWARI
SentinelGuard is a cybersecurity platform that helps detect, understand, and respond to emerging security threats.
Kapil Shastri
Kapil Shastri
Scraper-Man is start-up jobs scrapper that scrapes job profiles for you and can automatically create resume on a custom template, for the jobs you select to apply for.
the-daily-gram
Madhan
The Daily Gram is a shrinkflation watchdog for Indian packaged goods, published as a newspaper, right down to correction notices when its own scrapers break and repair themselves.
vigil
Tushar Kumar Shahi
Vigil is a self-healing engineering change intelligence tool for developers and engineering teams. When you upgrade a dependency — React, Next.js, Express, or any other package — you often find out about breaking changes after something breaks in production.
threat-radar
Prakhidha Chawdhury
ThreatRadar is an autonomous threat intelligence and scam interception engine built for "User Zero": ambitious early-career developers, students, and open-source builders. THE PROBLEM: Junior developers face high asymmetric cybersecurity risk.
redline
Sanjoy Pator
Redline scrapes UnitedHealthcare's real medical policy listing page, detects when a policy's publish date changes, finds the specific bulletin PDF that documents why, and uses Gemini to summarize the change, citing the exact page it came from so the explanation can be…
TeamX
vivek
Our project is an intelligent event discovery platform that brings event information from multiple online sources into one centralized place.
marketpulse-self-healing-scraper
Chetan Ashok Shakhapure
MarketPulse is an autonomous, self-healing competitor intelligence pipeline built for e-commerce brands, pricing analysts, and retail distributors. The Problem: Modern e-commerce pipelines break frequently due to distributor frontend redesigns and DOM layout changes.
Nexscrape
Ananth Kumar
EP Copilot is a retrieval-augmented assistant that solves ONNX Runtime's fragmented execution-provider documentation problem.
revenant
Rayhankhan Pathan
Revenant is a job feed that tells you which listings are already dead. A posting date doesn't tell you a role is new — companies re-list old roles under a fresh date, resetting the clock.
WebSentinels
Mayank Yadav
WebSentinel is an AI-powered self-healing web intelligence platform that continuously monitors web scraping targets and detects extraction failures caused by DOM changes, missing fields, layout updates, or selector breakages.
reality-window
Mohan K
Reality Window turns real-world assumptions into continuously verifiable checks. It finds relevant evidence, reasons over it, and uses Scraper Studio to collect structured data that can be checked again later.
research-atlas
Anshita Dubey
An interactive research intelligence map that transforms a research field into an explorable universe of researchers, publications, institutions, projects, and opportunities.
SAIF MODAN
Saif
ScrapeGuard is an autonomous, self-healing product monitoring pipeline powered by Bright Data Scraper Studio. Traditional web scrapers break silently when websites change their layout, forcing developers to waste hours fixing broken selectors.
Techiez
Manav Sharma
Our project is an autonomous , AI driven competitive intelligence which monitors your rivals, bridge the content gaps and is a content generation platform that drafts on-brand blog articles and social posts with visuals and publishes them directly through Buffer.
Sunflowers
Umang Agarwal
WebAtlas turns any organization's website into an explorable knowledge graph of every document it has published.
WebWizards
Vasu Langdecha
DocuPulse AI is an autonomous, self-healing RAG (Retrieval-Augmented Generation) copilot that continuously scrapes official software documentation and provides developers with highly accurate, real-time technical answers.
Hackaholics
Vansh Gautam
Project Overview What it does: A FastAPI-based scraping platform that extracts structured data from web pages, validates schema and data quality, scores site “health”, and runs automated self-heal flows to recover broken scrapers.
AutoML-Scraper
Sanket Dedhia
The AutoML Data Curator is a self-healing ETL pipeline that turns raw, messy websites into clean, deduplicated, quality-scored JSONL datasets ready for LLM fine-tuning.
Udbhav Krishn
Udbhav Krishn
india-trip-planner pulls together everything you need to plan a trip in India — train routes between cities, hotel listings for a destination, and offbeat/hidden-gem places to visit — into one place.
Aloud
Ujjwal Shukla
doc//RAG is an automated documentation intelligence platform that turns any public documentation website into a private, queryable knowledge base.
TEAM KRAVEN
Mohamed Zahangir Ali Molla
Our project is a web intelligence and monitoring platform that automatically collects and analyzes information from websites to help users detect important changes, risks, and relevant signals without manually checking multiple sources.
PhoenixScraper
ANUBHAV
PhoenixScrape monitors e-commerce scrapers, detects extraction failures, uses AI to repair them, and validates the repair before acceptance. It prevents silent scraper failures caused by website changes.
scoutlens
Omdeep Roy Chowdhury
The main task of Scoutlens is to automatically collects, validates, stores and compares competitor information to detect new, updated, and removed content. It also uses basic self-healing retries to recover from temporary scraping failures. What does it actually solve??
Ctrl V + Ctrl S
Vishal Singh
Job seekers often see the same skills repeated across job postings but do not know which ones to learn first. This project analyzes current job-market data and turns it into a practical, prerequisite-based learning roadmap.
GDHTM
Avadh Ladani
Vortex is conversational analytics over ARGO oceanographic float data. Ask in plain English - "how did salinity in the Arabian Sea change between 2010 and 2015?" - and get back grounded prose, numbers, and charts, with every number traceable to rows in the database.
RivalRadar-AI-Competitive-Intelligent-Scraper
Muzzamil Ansari
RivalRadar is an AI-powered website and product monitoring system .Websites change frequently, and traditional scrapers can miss important changes or break when page structures change.
Chaotic Jodi
Anusha Randive
WebPulse AI is a self-healing web scraper that collects structured data from websites and monitors changes. It detects when a scraper breaks, helps identify the issue, and adapts to keep data extraction working.
TopK_devs
Rahul Madhawani
CropRoute is wholesale food price and sourcing intelligence for India. A wholesaler searching "wheat" gets every mandi in the country ranked cheapest-first, with arrival volumes, 7-day trend sparklines, a clickable all-India price map, verified dealer and commission-agent…
scraper
Abhinav Shukla
MarketOS turns India's mutual fund disclosures into an auditable intelligence graph, and repairs its own pipelines when the sources change.
Pairadox
Vedant Manmath Idlgave
NewsPulse is a live news tracker that watches the headlines on a topic and shows how the story changes over time: what is newly published, what drops off, and what gets reworded. Its real product is trust in the data.
Night coders
Soham sirpurwar
FutureRadar AI is a web intelligence and early-signal prediction platform that analyzes data from websites, news, jobs, reviews, suppliers, and online communities to detect emerging trends, market opportunities, supply risks, structural website changes, and possible upcoming…
PlayAlong
Abhinav Babu
WebScout is an autonomous AI web research and decision agent that solves the friction of e-commerce decision fatigue and broken web scrapers by converting messy, unstructured marketplace listings into clear, confident buying decisions.
Yash Kumar Saini
Yash Kumar Saini
I built Opportunity Radar to track scholarships, hackathons, and internships for students and early-career professionals. Existing aggregators often fail unnoticed when target websites change their layouts.
selfheal-shopper
Subrat Gouda
SelfHeal Shopper is a self-healing shopping search agent that finds live products and deals from Google Shopping using Bright Data Scraper Studio.
Spiderbyte
Aakriti Gupta
Vouch is a verification layer for self-healing scrapers. Scraper Studio does the hard part - reading a changed page and writing a working extractor. Vouch closes the loop around that step so the whole thing can run unattended.
vouch
Chirag Gupta
Recalled products keep selling on resale marketplaces long after retailers pull them. Finding them means scraping, and scrapers break. Vouch watches four sources and publishes only what it can vouch for. It sorts every failure into four causes and repairs exactly two.
CodeSewers
Poojan Solanki
PortPulse is an autonomous maritime intelligence platform that tracks live commercial shipping schedules, berth queues, and PDF manifests across major global seaports.
4 diwari
Chitransh Saxena
Web DNA continuously tracks how companies evolve on the public web. It builds a "digital genome" - trait scores across categories like AI Infrastructure, Robotics, Cloud, and Hiring - detects meaningful shifts ("mutations") over time, and dispatches an autonomous LangGraph agent…
Nova
Ch v sathvika
SmartPrice AI is an AI-powered price-monitoring platform that helps users track products across online stores and get notified when prices change or reach their target price.
pup
gaddam manisai
Antara is a public-rights desk for a short Indian setlist. Problem: venues, DJs, and small events still guess which society lists a song. IPRS lists the composition (writers / publishers). PPL and Novex list the sound recording.
Adaptive Crawlers
Kailash Nath
RegLens connects everyday products with the regulatory evidence behind them. It uses live manufacturer data to build structured Product Passports containing ingredients, nutrition, warnings and formulation details, then connects those facts with authoritative regulatory sources…
scrap_verse
Sahil Prusty
My project solves the issue of folks who are trying to find jobs for themselves, but are unable to reach all the jobs which fits their criteria
Daemons
BALAJI P
AgencyOS is an AI-powered autonomous web agency platform that helps freelancers and small agencies find and win clients.
BlackBox
Aayushi Gupta
FarmPulse is an AI-powered farming intelligence platform that combines information from multiple agricultural sources into a single, personalized view for farmers. A farmer provides their location, crop, farm size, and growth stage.
sentinel
SreeCharan Desu
Sentinel keeps Bright Data Scraper Studio collectors working after pages change under them. The failure it targets is the quiet one. A scraper usually does not crash — it runs, exits 0, and returns rows with empty fields, so bad data reaches your database before anyone notices.
Sky
Athira PV
NASS is an intelligent Multi-Modal Transit Aggregator platform that helps travellers find the best backup route when their preferred journey is unavailable, unsuitable, cancelled, waitlisted, or too expensive.
Cronical
Swapnil Gupta
Kairo is a monitoring tool that shows how AI search engines like Perplexity describe the same brand differently depending on what country the query comes from. Search used to mean a list of links people could compare themselves.
Tetradent
Priyanshu Chawda
BrandRadar is an automated competitive shelf intelligence pipeline designed to monitor, analyze, and react to real-time competitor pricing and catalog shifts across regional direct-to-consumer (D2C) brands.
ReTrace
Saad Ahmed
ReTrace is a research intelligence platform that collects public research artifacts—papers, code repositories, datasets, and related resources—and connects them into a structured research landscape.
canary
Shivam Arora
CANARY turns fragmented hardware supplier websites into one reliable source of live supply data.
scrape_verse
Muhammad Haris Awan
Web Radar is an autonomous web intelligence platform that turns natural-language intent into persistent web monitoring.
TechSpartans
Vaibhav Chandra C
Self-Healing Quick-Commerce Price Scraper is an architecture layer that scrapes and compares real-time product prices across Indian quick-commerce platforms (Blinkit, Zepto, Swiggy Instamart), and automatically repairs itself when a site changes its layout — without needing a…
Sunrise
Dev Bulchandani
Sunrise is an autonomous financial intelligence platform that continuously monitors publicly available financial news, extracts market-moving events with AI (urgency, sentiment, affected assets, sectors and broad markets), scores their urgency, and delivers filtered alerts to…
OtoHeal-Scraper
Ajay Krishna D
OtoHeal Scraper is an autonomous self-healing web scraping platform. It solves the #1 pain point of web scraping: scrapers break silently when websites change their HTML/CSS layout.
proof-spider
Onkar Tulshigar
ProofSpider checks product pages and compares their marketing claims with the actual specifications, fine print, warranty, and return policies. It then gives each claim a simple verdict: Supported, Qualified, Conflicted, or Needs Evidence.
Titan_1
Krish Sureshkumar Patel
->Our project named Anawiser is a price-intelligence platform for local retailers and online shoppers. It compares retailer-listed prices with live pricing from major e-commerce platforms such as Amazon, Flipkart, and Blinkit using Bright Data scrapers.
GOAT
Aashutosh Mahajan
Weaver (Site2MCP) turns any website into a typed, self-healing Model Context Protocol (MCP) server backed by Bright Data Scraper Studio in a single command.
quorum
Akshat Bhardwaj
Quorum is a Reliability Layer for Bright Data Scrapers It runs three de-correlated scrapers per URL — one on CSS selectors, one banned from classes and forced to find values by visible text, one navigating by DOM shape The vote using a consensus algorithm and try to judge which…
bharatwatch
Aaryan Guglani
The problem: Public data across Indian portals (jobs, tenders, mandi prices, college cutoffs, startup schemes) is scattered, changes layout without warning, and quietly breaks scrapers.
Doom
Rohit
Have you every tried bumping up your package version and spend the entire afternoon rather bumping your head on what is breaking ? We all know that feeling right. Scrolling through endless changelogs and reading what is breaking. Rift does that reading first.
Team Falcon
Pratham Soni
TRACEWELL is a forensic web investigation engine for marketplaces/storefronts. Instead of giving you a black-box "trust score," it captures a product page's rendered DOM and the store's own background JSON endpoints as immutable, timestamped observations, then derives narrow…
Tingle
Tejesh Kunapareddy
Tingle is a claim watch for people actually shipping. You write one sentence about what you are building, lock it, and we scrape public HTML on long-tail launch boards and indie listings to see whether someone else already put that idea in the world.
1piece
Om Raval
What it solves. “Will this work with that?” is still a research chore. You open manufacturer sites, hunt spec sheets and CPU-support lists, then hope a forum or a chatbot didn’t invent a socket. ChatGPT will answer anyway.
ScrapeGoats
Rachit Ingole
UniScraper is an automated, self-healing web scraping tool built with Next.js that discovers page layouts, extracts data, and automatically repairs broken selectors when target websites change.
VMaxxing
Michael Ronin Bernardo
UniWatch PH helps Filipino students and families find and track university admissions and scholarship opportunities without repeatedly checking multiple websites.
LazyDev
Pratik Narvekar
SightLine is a research tool for Indian listed companies. A Python collector scrapes five public research sites (Tickertape, Screener, MarketSmith, Groww, Trendlyne) via Bright Data.
Optimal MDV
Kishan R Revankar
ScrapeSight AI is a self-healing web scraping system. It detects when a website changes its HTML structure or CSS classes and causes a scraper to fail. It then analyzes the changed DOM, finds the most likely replacement element, and helps recover the scraper.
Diet coke
Mayank Sharma
Briefly is a self-healing web content pipeline with a reader-facing product on top.
Hashbrownie
Chandrakant gawas
Data teams and analysts who monitor e-commerce prices, job boards, or real estate listings and are tired of fixing broken scrapers every time a site updates Researchers who need to extract data from charts, diagrams, and result tables in academic or news content Developers…
Halo
Omkar Kabde
Advisory Digest reads twelve accounting and advisory firm newsrooms at once and ranks subjects by how many firms covered each one independently. A single firm's newsroom tells you what that firm thinks. Twelve tell you what the profession is reacting to.
campaign-lens
Althaf KA
CampaignLens helps teams keep track of what competitors are actually changing on their websites, like prices, offers, headlines, and CTAs, without checking them manually every day. The part I cared about most was reliability.
WarXXX
Akshat Arya
SaMp (Smart Autonomous Mining Platform) is an autonomous, immune-powered web data intelligence platform with a two-layer self-healing engine and cross-site collective memory. The Problem It Solves: Traditional web scrapers and data pipelines are notoriously brittle.
Neuroflair
LAKSHMI NIVAS REDDY
ScrapeForensics is an incident-response layer for self-healing web scrapers. It deliberately breaks a scraper, diagnoses what broke and why, sends Bright Data a mutation-aware repair prompt, verifies the repaired output, and scores how reliably that recovery actually works.
Alienoids
Umashankar R
What it does: A real-time risk intelligence platform that predicts delivery disruption risks (0–100 score) before vehicles depart by scraping 8 live civic, police, social, and weather feeds, then generates AI-driven bypass advisories with Google Gemini.
pyramid
arjit
signal Atlas is a predictive spatial intelligence engine that reveals where opportunities and ecosystems are about to emerge before they become obvious. Traditional platforms only track lagging, oversaturated listings like job boards.
Tinkerers
Siva Bandi
Hospitals are required to publish prices, but those prices sit in giant CMS machine readable files that a regular person cannot open, search, or compare. You still end up calling billing, guessing, or just showing up and hoping.
ChangeProof
Manuele Tamburrano
ChangeProof monitors AI model pricing, calculates how price changes affect real workloads, and recommends cheaper compatible alternatives. It’s for developers and AI teams that want to control inference costs without manually tracking provider pricing pages
BioGold
Saran Raja
Drug information is fragmented across multiple biomedical sources, making it difficult to build a complete picture of a drug candidate from a single query.
JINX
Ankit Singh
Spinneret is a scraper that fixes itself. Unlike normal scraper which breaks on UI changes or give junk data, Spinneret keeps everything in place. Spinneret runs on a schedule, scrapes each site, and then checks - does this data still look right?
Kowshik Ramisetty
Kowshik
Study timer with ai which can track distractions and solves doubts inside the platform. Has ability to generate notes flashcards, QUIZES instantly by youtube links or pdf.
VARH-AI
Aman Aakash
Health insurance is written to be enforceable, not to be understood — and the moment that gap matters most is the moment a patient is least able to close it: standing in a hospital corridor with a diagnosis, a treatment pathway, and a policy document nobody has time to read.
Metanoia
Subharup Nandi
Metanoia is an autonomous reliability platform for production web scrapers. When a target website changes its HTML — renamed CSS classes, moved elements, missing fields — most scrapers fail silently and bad data flows into pipelines.
Tune-the-Trend
Ayush
Content creators lose thousands of views because they pair viral audio with mismatched video concepts. Searching social media manually for trending audio that fits a specific vibe takes hours. Tune the Trend is an AI-powered Audio Intelligence Engine and Trend Synthesis System.
just-heal
Soumyajit Maity
it is a self healing scraper, if the raw data of any web page changes, it automatically heals itself
Triumph
Emmanuel Lafenwa
Orbit lets a user describe a web-data goal in plain language — for example, "every day at 8am, find the cheapest PlayStation 5 Slim from Nigerian retailers and alert me when the price drops below a threshold" — and turns that single sentence into a running, autonomous…
Relic
Bhagyesh Kamal
A healthy scraper is not the same as preserved knowledge. Every monitoring tool in existence tells you whether a page is up. None tells you the page stopped mentioning the electron microscope.
magpie
Neekhil Vatsa
Magpie, like the only bird who can distinguish between itself and its reflection, knows when an output that looks correct, but gives a wrong business decision, becasue the underlying paradigm changed, and it automatically corrects it, without publishing.
Hack Titans
Naitik Morajkar
Tech Event Radar is a self-healing web scraper that automatically collects tech events, hackathons, and meetups from Luma and brings them into a single, searchable dashboard.
BookGuard
Arka Sanyal
BookGuard is an automated e-commerce web intelligence and counterfeit risk detection engine.
danube-watch
Samar binth Mohammed Salim Al Hadhrami
I built Danube Watch, an autonomous price and discount monitor for Danube Home Oman's hardware category.
Genzion
Adarsh V
The AI Scraper Health & Self-Healing Console is an autonomous web scraper monitoring and repair platform.
Mark41
Abhyuday Tomar
What it does: The Scrape-Verse LinkedIn Bot is an automated, end-to-end content pipeline that extracts raw technical articles from the web and synthesizes them into highly engaging, ready-to-publish LinkedIn posts using generative AI (Gemini 1.5 Flash).
stack-fight
Sneha Chate
Stack Fight is a real-time developer stack battle platform. Users enter two technologies -such as React vs Svelte and Stack Fight fetches live data from GitHub and npm to compare them across meaningful developer signals like community activity, ecosystem strength, and project…
SNIPERBOTS
SUMAN SARMAH
Monitors 100+ SaaS changelogs with self-healing Bright Data collectors. Solves manual changelog monitoring for product teams tracking competitor breaking changes, deprecations, and new features.
adaptiveSCRAPE
Anshuman Singh
So AdaptiveScrape is basically an industrial-grade, self-healing web scraper built for devs and data teams who are tired of their pipelines constantly breaking. You know how it is—a website changes one tiny DOM element and your whole extraction script crashes.
kaizoku
Siddhartha
Clever Consumer tracks prices on any product page, not just one store. Paste a product URL from Amazon, Flipkart, a brand's own site, whatever, and it checks the page on a schedule, logs price changes over time, and emails you when your target price hits, the price drops, or it…
TruthTrack
Tanya Roy
TruthTrack is a web intelligence platform that tracks how information evolves across public web sources.
tredep
Ramanpreet Singh Sidhu
TreDep monitors external dependencies that software teams rely on — APIs, package registries, documentation, changelogs, and release notes. Teams often miss breaking changes in these dependencies until something fails in production.
ScrapeX
PRITAM SAHA
BuildRadar aggregates hackathon listings from Devfolio, DoraHacks, and Devpost into one searchable, filterable dashboard — and demonstrates Bright Data Scraper Studio's self-healing tool live: we break a scraper's target site, show the extraction fail, then heal it automatically…
Mochi?tab=readme-ov-file
Navneet Pathak
Mochi-Web is a Chrome extension that simplifies web content for better accessibility using AI-powered text simplification via the Gemini API.
Omni-asi
Nikhil Sharma
Scrape-Verse is a self-healing web scraping control center built on Bright Data Scraper Studio. Paste any public URL plus a plain-language request ("scrape all movie name, rating, cast and release date") and Studio's AI builds and hosts a collector for that site.
DEpochs
Warisha Danin Bilal
BioIntel Guardian gathers information from biomedical sources like the source URL, title, abstract, status and timestamp. The information is sent to a FastAPI backend, where it is saved and checked for changes in structure or meaning or any problems.
Prasham Jain
Prasham Jain
AgentScout-AI is an AI-powered career intelligence platform that helps candidates discover relevant job opportunities, analyze their fit, improve their resumes and applications, practice for interviews, and receive personalized career actions.
ROCK
Syed Unais Panjathan
AlertNet is a threat intelligence correlation platform that collects cybersecurity intelligence from sources such as NVD, Cisco Talos, Microsoft Security, Unit 42, BleepingComputer, The Hacker News, and GitHub repositories.
aeroport-cargogrid-dgx
RAYYAN KHAN
AeroPort CargoGrid is an autonomous, edge-to-cloud logistics command center that solves the physical consequences of broken web scrapers. In global maritime logistics, when a tracking site mutates and a scraper breaks, cargo halts.
StackWatch
Anuj
What if a documentation page changes, and instead of finding out later when your code breaks, you know about it? StackWatch continuously compares documentation snapshots and checks whether the extraction itself is still healthy before reporting a change.
Akhilesh Bhasale
Akhilesh Bhasale
The objective of this project was to appease vinyl aficionados with a curated vinyl buying experience. We use a typescript, brightdata based tech stack to deliver a high quality experience.
archyve_v2
Heramb V Salunkhe
Archyve is a redesigned research platform for discovering, organizing, and accessing academic knowledge faster, with a cleaner workflow built around how researchers actually explore papers.
Sillicon-Surcharge
Jesvanth Sabarish V K
Silicon Surcharge tracks global AI/data-center expansion alongside electricity prices and economic indicators to identify regions facing rising affordability pressure.
CareerSentry
Somanshu Kadam
CareerSentry monitors public company career pages using Bright Data, detects silent scraper failures when websites change, and safely heals collectors while preserving reliable job data.
ROOT_CAUSE
HARSH DAYMA
CareerVerse is a career-intelligence platform that turns a user’s resume/profile into a continuously monitored map of relevant companies and job opportunities.
MagicCoders
Arindam Majumder
TenderTruth watches public Indian government tender portals and turns them into a short list you can actually act on.
Ultron
Shabd Nothalia
My project derives relevant news articles for people with different needs(like student news, business trends, tech breakthroughs, sports news, entertainment gossips, etc.) from official selected sources and create downloadable reports and dashboards for quick reading.
Innovators
Kamal
FairTest reads the list prices that private diagnostic labs in India already publish on their own websites, and ranks them. I went in expecting the story to be lab versus lab. It isn't.
Runtime Terrors
Piyanshu Shah
ScraperVerse (WebPulse AI) is a scraper observability and self healing platform built on top of Bright Data's Scraper Studio.
Live-Docs
Shubham Kumar
Live-Docs solves the pain point of fragmented, hard-to-navigate static documentation and the high maintenance cost of brittle web scrapers that break when site layouts change.
roomsheet
Aarav
Room Sheet lists small-room cultural programming in Bengaluru. Theatre, music, talks, literary events, all of it from rooms that publish their own calendars. Every listing is scraped off the venue's own public calendar page, never from an aggregator or another listing site.
phonescout
Muhammed Anas
It ranks phones from Indian shopping sites so you don't have to open ten tabs. You give it something like "best phones under 15000", it scrapes Flipkart, Amazon India, Reliance Digital and Tata CLiQ through Bright Data, cleans up the mess (colour variants counted as separate…
daily-bugle
Nitin patidar
The Daily Bugle is an autonomous, self-healing scraper engine and living interactive comic newspaper. The Problem: Modern websites frequently update their frontend markup, class names, and DOM structures.
llmwatch
Jason Daniel B
Self-healing price feed for AI provider APIs used to choose better model for their product
Bicken Chiryani
Narendula Srihan
Developer Impact Radar monitors public technology release notes, detects new and changed releases, evaluates their potential developer impact, and translates those changes into actionable upgrade guidance.
ScrapeWerse-Opportunity-Scrapper
Shouryan Bharote
Global Opportunity Tracker is a production-quality, real-time platform designed to automate the discovery, ingestion, and normalization of highly fragmented student and professional opportunities—including hackathons, design marathons, writing contests, coding competitions…
veggies-api
Adithya
Project Description: A resilient data pipeline and REST API that tracks daily local vegetable market prices. It uses a Bright Data scraper running on a GitHub Actions cron job to extract wholesale data.
BALLERS
HARISHANKAR
Our project is a unified e-commerce aggregator and universal wishlist. It uses bright data web scrapers to fetch product data from multiple online stores into a single platform, allowing users to browse, compare, and save items they are interested in to custom, cross-platform…
Code Demons
Bhavya dhanwani
Web data is difficult to collect at scale because websites have different structures and scraping usually requires technical knowledge.
platewatch
Sushant kumar
PlateWatch turns fragile retailer product-recall pages into a reliable, risk-ranked safety feed for allergy sufferers, parents, care teams, and store operators.
Argonauts
Sahil Mehta
DevScout is a recruiter platform that checks if resumes are actually true. A recruiter uploads a batch of candidate resumes, and it auto-finds their LeetCode, Codeforces, CodeChef, AtCoder, Kaggle, GitHub and LinkedIn handles, then scrapes real data from those profiles using…
polygraph
Jayanth Koppala
Polygraph is an autonomous, incident-learning control plane for Scraper Studio collectors.
docs-drift-sentinel
ahmed raza
Docs Drift Sentinel — A production-ready documentation intelligence dashboard that monitors public docs for scraper health and schema drift, visualizes extraction changes, tracks self-healing repairs, refreshes citation-ready knowledge bases, and delivers signed webhook and…
recallradar
Herman alagaw
RecallRadar is a product safety intelligence platform that monitors publicly available web data for product recalls, normalizes recall information, matches recalls against products using multiple signals, calculates confidence and risk, and helps users identify potential recall…
TEAM GHOST
Prajwal Kanitkar
EXTRACTLY is a self-healing web scraper built on Bright Data's infrastructure that solves a core problem in web scraping — scrapers silently breaking whenever a source site's layout or selectors change, forcing someone to manually notice and patch the code.
self-heal(SOLO)
Priyanshu manke
Scrapers silently break when websites change their layout, and most monitoring tools just alert a human to go fix it manually. SelfHeal closes that loop — it detects the break, gets Scraper Studio's AI to propose a fix, and only applies it after human approval.
onlyhub
Tuhin Banerjee
A hackathon radar which get hackathons from different platfroms into a single place. Easy to manage. Like you don't have to open 5 different websites and get confused and waste time in deciding just decide everything at one place.
ek-daam
Prajwal Srinivas
EkDaam tells you what a product (or a whole shopping list) costs right now on Blinkit, Zepto and Instamart at the pincode you type. Prices on these apps are set per dark store, so the cheapest app genuinely changes with your address, and no cached price feed can answer this.
parallax
Vinayak Sonthalia
PARALLAX — a correctness gate for self-healing web scrapers. Everyone who scrapes the web monitors for when a scraper breaks — a crash, a null, a 500. But there's a failure mode nobody checks: when the scraper keeps working and quietly returns the wrong value.
Axiom---Ai--automated-web-data-analytical-agent
Kengam. Mohan Krishna
Problem: Data analysts and developers waste hours manually scraping websites, writing custom analysis scripts, and creating visualisations – all while worrying about privacy and API costs.
Ini-openCall-AI
Iniyan S
OpenCall AI is an AI-powered research opportunity discovery platform designed to help students, researchers, and innovators find relevant calls for proposals, grants, fellowships, and funding opportunities.
football-data-sentinel
Wosu-Ezi Kamdirichukwu Blossom
Football Data Sentinel is a self-healing validation layer for scraped football data.
experience-genome
Y. Kabeer
Experience Compiler turns interactive websites a person loves into portable, evidence-backed design rules for coding agents.
Daniel Brighten
Daniel Brighten
SENSE is a self-healing web monitoring agent. You tell it what to watch in plain English — "alert me when the iPhone 17 Pro drops below $900," or paste any URL — and it builds a real scraper, checks the page every 30 seconds, and pings you the moment the condition hits…
Scrape-Verse-IndiScrapers
Nitish Gupta
ScrapeGuard is an autonomous, self-healing web scraping pipeline that eliminates scraper downtime caused by UI/DOM structural changes. Modern websites frequently update their layout, breaking standard CSS/XPath selectors and ruining data pipelines.
Scrapeverse
Janaki Abhaya Kumar
WebSlinger AI is a self-healing B2B intelligence platform that automatically finds, scores, and drafts outreach for high intent leads while instantly repairing its own web scrapers when target sites change layouts.
Scrape-Verse
Amiyrah Arora
SCRAPE//VERSE is a live monitoring dashboard for uni-assist.de's application deadlines and processing-time page.
bright_data_self_heal_hackathon
Isaac Asiamah
I built a shopping assistant for melcom.com, which is one of the biggest retail chain in Ghana.
Heal-watch
Shreyashi
HEAL/WATCH detects when a web scraper breaks because a website's HTML changes. It uses Bright Data Self-Healing to repair the scraper, re-run it, and verify that the correct data is recovered.
instant-heal
Omkar Godage
Reward Compare is a web app that helps customers find the best reward/loyalty point offers across different brands in real time.
heheehe
Uddhav Bhardwaj
CardPulse Football turns live Premier League statistics into animated, game-style player cards and keeps those numbers trustworthy when the source site changes. Sports pages break scrapers constantly: CSS classes move, tables become cards, A/B tests silently shift columns.
Offline
Offline Project Submissions
Handed in live in the room at Zero Downtime, in San Francisco, on August 22, 2026.
39 projects
Data-Center-cooling-update-tracker
Nils
The Change-Request Factory is an enterprise-grade data engineering and intelligence platform designed for AI data center operators and sustainability engineers. As high-density GPU clusters surge, cooling accounts for up to 40% of facility power.
Second Chance Factory
Nelson
🐾 Second Chance Factory A pet-adoption website that never shows you a dog who already went home — because the data pipeline behind it heals itself, and a human stays in the loop. Built in one day for the Zero Downtime Hackathon (Port × Bright Data × SigNoz).
inci-sentinel
Ayushmaan Karia
INCI Sentinel watches a skincare product's ingredient list (INCI list) on incidecoder.com and records every silent reformulation, ingredients added or removed, as a first-class, auditable event.
self-healing-factory
Nuraziz Ungboyev
Defex Watch is a price and stock monitor that repairs its own scrapers — and refuses to publish the repair until a human signs off. The problem: every scraper in production dies the same way.
t5-adapter-trainer
sam sam
model training - native trained multipurpose clip as low vram alternative/substitute of t5xxl
portfolio
sienna
AI solution
brightData
Kushaan Naskar
ALWAYSUP is an agentic software factory. Give it a product brief in markdown; it returns a released, monitored web service — and when the websites feeding that service change shape, it repairs its own data pipeline and asks a human before shipping the fix.
new_drop
Prateek Pravanjan
For teams in a tech organization where Subject Matter Experts can save time without compromising quality in their work
zerodowntime
John Huang
Craigslist's built-in notifications have too much noise and useless. I don't want to browse craigslist to find deals. I want notifications when something is good, and I want the notifications early.
Whistlers
Logesh
It detects an api provider failure or error rates, automatically finds the next reliable provider and sends an approval request in port for approval, approval auto applies the fallback provider and monitors the primary provider for recovery.
hack_aug_22
suhaas teja
Voice-of-Customer Factory turns a sales conversation into working software, autonomously, while the meeting is still happening. Sales calls are the richest source of product requirements a company has, and the least captured.
zero-downtime-hackathon-bright-data-
David Van Gheel
Gather product prices and stock info from various websites and keeps it updated
SOLO , Teamname: DriftForge
Elijah Umana
DriftForge is an agentic software factory for applications that depend on changing external systems.
Forge
Sahiel Bose
Most websites don't have APIs, so products end up built on scrapers, and scrapers break silently when a site changes its layout. Forge keeps scraper-backed APIs alive.
Edyssey
Raj Shah
There are many scholarship and funds available to students globally, but access and niche fits make them difficult to find and qualify for. Edyssey is an AI-powered scholarship matching engine and interactive application workspace.
hackathon-brightdata
Marat Galiakberov
Watchtower is a self-healing synthetic-monitoring system. It probes our demo web app from multiple regions through Bright Data's proxy network, runs structural content assertions, and — the core of the project — distinguishes two failures that look identical to a naive health…
auto-agent-cicd
Alexander Pak
A self-healing CI/CD factory for AI phone agents in healthcare. The agent schedules, reschedules, confirms, and cancels appointments for an orthopedic clinic.
aug22
Tri Nguyen
The project is called "Meridian", it's for market researchers to research for trends/users (public posts, comments, social perceptions), know more about the competitors (pricing, news, updates), and monitor their own platforms, products (user experience, social views).
Zhiyu Wen
Aditya Das
Trainable is a simulation based training factory for AI robots. Basically we took the whole physical-AI workflow, which normally gets spread across a dozen different tools, and put it into one desktop app.
agent-factory
Abhijit Betigeri
Mise OS is an operating system for physical work, and an agentic factory that builds and repairs it.
foreman
Aahan Bagga
This is a conversational robot / teammate / colleage / assistant that sits between a buyer and seller sales meeting --> it is intended for fact-checking or validating purposes when sitting in this meeting.
Inflation Forge
Kaushik Sivakumar
InflationForge tracks how everyday costs—such as rent, milk, eggs, and bread—change across cities and year over year. It continuously refreshes real-world price data and presents the results through an interactive map.
ez-CMS
Bryson
Our project is a governed, AI-assisted content management system designed for teams where non-technical content editors and technical SEO or engineering staff share responsibility for a website.
Shamans
Ben
Research Factory turns new AI papers into runnable code. Every day a few hundred papers go up on arXiv and a lot of them have meaningful findings that may be relevant to the company, product, or side-project you are building.
daisy
Rishith Chennupati
Daisy is an agentic software factory. You give it a brief, and it produces verified software and verified hardware, driving the coding agents already installed on your machine (Claude Code, Codex, OpenCode) rather than being another chat window. The problem.
bright-data-hackathon
Nikhil Prabhu
Bidex turns a one-time physical demo on a table into a robot skill that keeps running in a MuJoCo digital twin, without downtime, or typing a ticket, or re-recording. Problem: A camera knows where things are, not what they are or how big they are.
Team Argus
Sai Nellutla
Argus watches web data your software depends on (status pages, changelogs, docs) and stops bad data before it reaches production.
Catalyst
Dhairya Gurnani
Catalyst is a demo ad-campaign automation product. A business submits a short 7-field brief (product name, website, offer, target audience, goal, budget, campaign dates).
PlanetFactory
Stephen Kelly
1The Problem PlanetFactory Solves: PlanetFactory solves the difficulty of building specialized Earth-intelligence models and applications.
Agentic Robot Factory, SOLO
Srikeerthi
The problem. When an AI writes code for a robot working near people, the ordinary software safety net doesn't hold. Tests written by the same model that wrote the code inherit its blind spots. And unlike a web bug, the failure mode here is someone getting hit.
Aditya Gaur, Hanah Rahman, Ali Amjid
Aditya Gaur
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Foundry
Ayan Bordia
Our project solves the problem of slow, expensive, and outdated public-opinion research. It turns fresh civic information into fast, explainable predictions while tracking the source, validating the results, and monitoring the system for failures.
Forge's Team
Rohit
FORGE is an AI-powered software factory for development teams. It turns a feature request or security finding into a tracked workflow: gathers project context, classifies the request, plans and applies code changes, runs verification, records security findings, and presents the…
zero-downtime-hackathon
sam
we need a middle man to listen everybody and give a proper responses
HackersinSF
Michelle
RAI is an AI due-diligence copilot for utility-scale solar projects. Users upload a project location and document dossier, and nine specialized AI agents analyze claims, identify missing information, detect contradictions, and fill gaps using public sources.
Maloletki
Karim Baba
Collects opinions, models them through a sophisticated synthetic processing engine, and outputs them in a visually stunning graph
scraper-factory
Nitish Mane
The Scraper Factory — a self-healing scraping pipeline where agents run the factory and deterministic code holds the gates. Web scrapers rot: sites redesign, and scrapers keep "succeeding" while returning garbage.
V9
NarasingaMoorthy V
Canary Refinery is release engineering for agent-written fixes: a Claude-driven Ralph loop repairs a broken scraper, the Refinery canaries the candidate on 10% of production pages, SigNoz alerts decide rollback or promote, Port holds the human approval gate and audit.
Project Hydra
Ramachandra Nalam
HYDRA is a self-healing Amazon catalog dashboard. When a scrape fails, the last-good catalog stays on screen. It detects the break, classifies it, applies a bounded repair, and only publishes again after the same quality check passes.