AI Agents Assemble

Winning Projects

InFoundry - Rahul Joshi

InFoundry is a self-adaptive Cloud Architect + SRE agent that inspects codebases and telemetry, proposes deployable IaC/CI changes, runs safe test deployments, and iteratively optimizes cost, latency, and reliability with human-in-the-loop approvals.

🏆 CodeRabbitGitHub RepositoryView Code

InfuseAI - Team Jitendra Bhati, Swarnendu Bhandari, Ankit Dutta, Nabarup Ghosh

InfuseAI is a production-ready platform for building and deploying custom AI applications powered by your own knowledge bases. It combines a powerful RAG (Retrieval-Augmented Generation) pipeline with an intuitive management dashboard and a developer-friendly SDK for seamless integration.

Vriksha AI - ADINATH R

Vriksha AI empowers anyone to build, train, and deploy advanced AI models effortlessly through a visual, node-based orchestration platform powered by Oumi and vLLM. ALL WITH ZERO LINES OF CODE

Tria - Shivam Katare

Tria is an AI-powered email intelligence tool that automatically sorts, summarizes, and prioritizes your Gmail inbox. Built with Kestra workflows and AI agents, it helps you reclaim your time by showing only what matters

Cadara - Joyston Monteiro

Cadara is an interactive, web-based 3D design education platform focused on making CAD learning free and accessible for underprivileged children. It combines real time 3D modeling with AI-driven guidance, interactive tutorials and challenges to build practical skills step by step. By removing cost, hardware, and software barriers, Cadara empowers young learners with equal access to professional 3D design education and future engineering opportunities.

Top Projects

AI Reliability Judge - Team Team Orbairo

AI Reliability Judge is a web app that stress‑tests any AI agent GitHub repo, scores how trustworthy it is, and auto‑opens AI‑generated fix PRs. Users paste a public repo, run realistic end‑to‑end tasks against the agent, and get a 0–100 reliability score plus a breakdown of where it fails (timeouts, crashes, unsafe responses, brittle flows). When issues are detected, the app prepares a focused GitHub pull request with proposed code/config changes so teams can harden their agents before they break in production.

AI Disaster Response Orchestrator - Saurav Mukherjee

AI Disaster Response Orchestrator is an intelligent system designed to assist emergency response teams during disasters by transforming scattered, real-time data into actionable decisions. During disasters, critical information comes from many sources like social media, alerts, and sensor data. This data is scattered, slow to analyze, and overwhelming for responders. The platform ingests disaster-related information from multiple sources, summarizes the situation using AI agents, and automatically prioritizes response actions such as rescue operations, medical deployment, and logistics coordination. Key Features: AI-driven disaster data summarization, Automated decision-making for emergency response, Real-time crisis dashboard with live updates, Reinforcement learning to improve response strategies over time. Tech Stack: Kestra AI Agent for data summarization and decision workflows, Cline CLI for automation and response script generation, Oumi for reinforcement learning fine-tuning, Next.js frontend deployed on Vercel, CodeRabbit for automated PR reviews and code quality.

ResumeMatchAI - Team TriplAI

ResumeMatchAI - An AI multi-agent system that rewrites resumes for specific roles, scores ATS compatibility, generates cover letters, explains weaknesses, and recommends projects — helping users apply smarter, not blindly.

AI-Driven CI/CD Failure Analysis - Team AI-4ce

This project is an AI-driven CI/CD failure analysis and remediation system designed to reduce the time engineers spend debugging broken pipelines. When a GitHub Actions workflow fails, the failure logs are securely sent to a locally running Kestra instance via webhooks. Kestra orchestrates the event flow, captures and structures the CI/CD metadata, and forwards the logs to Oumi, a FastAPI-based AI service. Oumi uses a language model (SmolLM2-135M-Instruct) fine-tuned on real CI/CD failure logs from a Kaggle dataset to analyze the errors, identify likely root causes, and generate actionable fix suggestions. The analysis is surfaced through a dashboard and can be used to assist developers in correcting code, raising pull requests, and triggering automated reviews via CodeRabbit. By combining workflow orchestration, AI-powered log understanding, and automated review tooling, the system helps teams debug CI/CD failures faster, maintain developer flow, and improve overall pipeline reliability.

InfraPilot - Adnan khan

InfraPilot predicts the drifts in kubernetes yaml files or terraform hcl files.

AI DevOps Commander - Rishi Jat

AI DevOps Commander is a prototype built to explore how AI can help automate post-deployment decision-making in DevOps. After a deployment, engineers often have to manually inspect logs and metrics under pressure to decide whether to roll back or continue. This project models that workflow using Kestra orchestration and an AI agent that summarizes deployment signals such as error rates and memory usage (simulated for the demo). Based on the summary, the system makes a clear CONTINUE or ROLLBACK decision and records the outcome. A small reinforcement learning loop using Oumi shows how decisions can improve over time, while Cline demonstrates how automated fixes could be scaffolded after failures. A clean Next.js dashboard deployed on Vercel shows the deployment status, AI reasoning, and actions taken. The project is intentionally scoped as a clear, explainable prototype rather than a production system, focusing on realism, clarity, and real DevOps workflows.

AutoAudit - Pavan Kumar Anupoju

AutoAudit lets users scan the codebase (or specific files) using Oumi and Vercel AI Gateway Models to identify issues and bugs and with a single click, detected problems can be converted into GitHub issues. AutoAudit also allows automation of github issue assignment like Kestra AI agent intelligently assigns issues to the most suitable contributor based on AI-driven analysis of comments and context. AutoAudit also reviews pull requests by analyzing code diffs, descriptions, and file changes, generating a merge-readiness score and a clear recommendation on whether the PR should be merged using AI analysis.

Sentinel - Team Sentinel

Sentinel is an AI-powered autonomous DevOps agent that revolutionizes incident response by combining intelligent monitoring, root cause analysis, and self-healing capabilities. Built with Kestra for workflow orchestration, Groq's Llama 3.3 70B for AI analysis, and Next.js for real-time visualization, Sentinel detects service failures within 5 seconds and autonomously executes recovery workflows without human intervention. Key Features: AI-Driven Analysis using LLMs to provide actionable insights beyond simple Error 500 alerts, Autonomous Self-Healing that automatically restarts failed services within ~65 seconds of detection, Cost-Optimized Intelligence where AI only runs when failures occur, reducing API costs by 99%, Real-Time Dashboard with Next.js 14 dashboard with live metrics, incident tracking, and AI reasoning panels, Developer CLI (Cline) - Production-ready terminal tool built with Cline's autonomous coding assistance. Tech Stack: Kestra (orchestration), Groq API (Llama 3.3 70B), Next.js 14, Node.js, Docker, PostgreSQL, Cline (autonomous development).

Vero - Test Infrastructure Copilot - Aman mogal

Vero turns any GitHub repo into production-ready test infrastructure in 5-7 minutes. Paste a repo → Vero generates: pytest test suites, fixtures & conftest.py, pytest.ini config, GitHub Actions CI workflows, requirements-test.txt, Opens a single PR with everything. No manual setup. Tests that actually run. The Problem: AI test generation hallucinates 70-90% of the time. Tests reference non-existent functions, break on first run, and require manual cleanup. Vero delivers complete, working test infrastructure that passes 83%+ on first run. How Vero Works (4 Agents): ARCHITECT → Tree-sitter blueprint.json (real functions only), BUILDER → Gemini + File Search → test_*.py + fixtures, VALIDATOR → pytest execution, POLISHER → CI workflows + GitHub PR. Kestra orchestrates. Mem0 learns from failures. Production-grade. Sponsor Integration: Kestra AI Agent summarizes test metrics and decides: re-run, open issue, or mark stable. Vercel: Production Next.js dashboard with SSE live logs + metrics. CodeRabbit: All PRs (generated + internal) reviewed by CodeRabbit.

Sento AI - Khushal Agarwal

Sento AI is your automated social media marketing department, built for businesses that lack the time and budget for a dedicated team. The Problem: Creating consistent, high-quality content for Instagram and Facebook is a full-time job that most small business owners can't afford. Our Solution: Sento AI transforms a single text prompt into a complete social media campaign. Our AI agents handle everything: Generate & Post - Creates stunning images and engaging video reels with audio, writes captions, and posts them directly to Instagram and Facebook. Engage Automatically - Intelligently analyzes comments and posts contextual replies, keeping your audience/customers engaged 24/7. Unique Impact: Built this end-to-end automation pipeline by orchestrating powerful AI models like Google's Gemini, Nano Banana, and Veo using Kestra. Sento AI doesn't just generate content it manages your entire social media presence. This empowers entrepreneurs to focus on growing their business, not on mastering content creation. Other platforms may just generate video/image but Sento AI does everything, you just prompt and sit.

PatchyAI - Ayan Gupta

PatchyAI is an autonomous GitHub App designed to continuously improve repository security by detecting and fixing known vulnerabilities in dependencies and codebases. Patchy uses Kestra to orchestrate, Cline CLI to fix the vulnerabilities, and Vercel for the web hosting. Patchy can do the following: Scan repositories for known vulnerabilities using trusted vulnerability databases, Summarize findings in a clear, developer-friendly format, Automatically create fix branches and open pull requests with recommended patches, React to follow-up comments to refine or scope fixes. Built for modern DevSecOps workflows, PatchyAI integrates seamlessly into GitHub repositories to reduce security debt while keeping developers in control.

All Projects

Anti-deepfake app - Aayush GuptaAi agent celebrity workflow - YashSAPOR - Ketan SinghGDPR-Zero - Myadam SachinCareer Advisor Platform - Kunal KushwahaAI StudyMate - Hasnain RazaDevPilot - Sohum SethAxiosChat - OkeomaAgentZero - Mohit JeswaniEventbuddy - Okeoma AmaobiUniversal AutoML Pipeline - RITIK VERMALogicLens - Ayana SarkarAI Log Doctor - Shivansh BaggaThePhoenix-Agent - Chandan Kumar Sah TeliResume Vs Job description analyser - Rohit KohliCline-devops - Shubham SharmaCodeNarrator - Shubham SharmaEdge-Netic - Kundan SahuAI-Driven Transaction Fraud Detection - Manju VasanthThe Autonomous Study Planner Agent - Vishnu Varthansec-agent - Kunal KashyapAutoPR CLI - Anuj Mishraerror-flow-agent - Ujjwal SinghSHADOWSYNC - Chaithanya vishwamitra D ADistraction Killer AI - Achyut Dilip NatekarSketchMotion - Cosmas Mandikonzatemp-ide - Sabuj GhoshPlanix - Sundaram KatareKaggle-Lab-Bench-Copilot - Aryan KapoorLingoLens - ANIRUDDHA ADAKPWOA - Esheshwari KumariFinCompliance-AI - Md. Kamran AlamTaskPilot - Adeyemi Adeniyi Abdul-RaheemFile-hider - Abhinav GuptaC++ Project Builder - Umer JahangirE commerce website - Basireddy AnushaE - commerce website - basireddy karthikMSN Loan Agent - Medha S HarishCyber Remediator - Samyakkumar JainAI Code Review Agent - Ravindra BijarniyaAI-Antra - Anurag sharmaPRPilot AI - venkatesh kotojuRedLoop - Muhammed Harooncontinuous-docs-generator - Sai Gangadhar Bai-code-explainer - Raman PratapA4DA-Self-Optimizing-DevOps - Shrinivas KulkarniweMakeDevs_hackathon - Aswin BLoopLingo - Mohammed Afridiprep-ai - Sahil KumarCoolie_Assistant - Pulagalla Sai KiranIoT Real-Time Sensor Diagnostic Agent - VISHNU PRIYA PLiquid Metal Forge - Will WildSeed_image_detector - Sameer Kumar Debataautopilot-planner - wahab shafi shaikhOpen-Source-Contribution-Engine - Arshad AhamedOpenSourceHub - Adityaopen-fix - Adil KadivalAI_Agents_Assemble - SUSHANT KUMAR SINGHhackathon-rfp - Lalit BoraseCyber_King_Cafe - Ayush SahaniRepoRanger - Gabriel EffanghaAgentmesh - N DIVIJAI Incident Commander - VanshIdeaFlow - Honey Paptandevops-intelligence-platform - Karan Singhastralyte - Rakesh PotnuruDevPilot - Kushal KabraIncident Scribe - Harsh Dagatask-Api - Akshay koulAI-Code-Review - Sudhanshu RajHeisenberg - Anas KhanSitePulse-Agent - Hemanthgalactica - ZAHIQ IBRAHIMFutureProof - Prashant Iranna JamagondiAgentOps Commander - PiyushThe-Gauntlet - Vinay GhateKiki-ai - Nirali PandeyCloud Janitor - Vedant SolankiKubernetes-Monitoring-and-Autoscaling-System - Shivam ChaubeyTimelineAI - soumen mahalilighthouse-ops - GAURAV KUMARFlowCraft - Manikant Kellafinance_agent - Devraj AtriInverge - Aditya SrivastavaDEEPS - V SreenivasVeritasium in a Box - sparsh chadhaCivicLens - Ashutosh JhaFlowlens - Yashvanth SPulseGuardian - Felicia Ebikontrade-reconciliation-agent - Vinay Kumar KaraniAutoForge - Ajay Singhmockingbird-cli - Daniel Guerreroai-powered-kisan-assistance - Nitin Kamleshcareer-compass - Dev RangoonwalaGemini-Action-Vercel-Generator - Dhritiraj Nathkestra-flows-Agentic-AI - Himanshu Bhattcline-studio - Devyani Chavansmart-email-summarizer - Asmita Dasai-agent-dispatcher-frontend - Zujajah Batoolvalorant-sentinel-ai - Akhil CAegiOps - Kunal Mauryablu - Garv Agnihotristudy-agent - Upanya Chennojuglytch - Sattvik ShuklaCodeCards - Isheka singhsales-reservation-agent - Makiko OhashiThanos AI - SALAAMdepwiki - Sharan Raj Talgo-sage - Monal Guptafirst-issue-sorting-agent - Sanchit WadhwaGitHub Issue Triage Agent - Drubo NathBug Smash - Sujal GuptaGitbee - stefan binojSmartAIInterviewer-SAI - Anup Dangilingo-chat-flow - Parth GargRepoArchitectAgent - Kavya BhandBugBountyAgent - LakshyaStudy_Helper - Adnan ChherawalaClaimGuardian AI - Arun Kumar ChukkalaKala_Kahani - Purnima Rpravin_ai - Pravin Wavarelifelens-ai - Bandaru pavan kumarA-self-healing-pipeline - Samuelreal-dev--platform - Aftab memonAI-Market-Analyst - Thakkar Hetvi Ronaldautoinfra - Shashwat Jainresume-chameleon - Dhiraj Bhakareagri-link - Biplab BeraTo-Do-List-NextApp - Vrushabh Gawasdashmail - Raj shakyavelocite-agent - Mohammed Rihan WahidHaggleOs-Poc - Ei Sandi AungA_SQUAD_ASSEMBLE - Avinash Verma-WeMakeDevs-Hackathon-Ai-Agent-Assemble- - Ujwal BagulclaimguardAI - S.ManikandanSelf-Healing CI/CD Pipeline - AdarshDecapsule_backend_and_ml - Piyush chauhane2e-ml-cline - Krrish Maharr2d2-agent - Rudra Veer Singh RathoreEnd-to-End-Ai-Native-App - Anoop AgrawalAEGIS-AI - Sparsh Guptasamplerepo - Ayush Kamal Duttaten-days-of-voice-agents-2025-by-murf-ai - Omkar Mishraresume-agent - Souvik Mandaljarvis-os - Dilip gourctrl-shift-delusion-main - Mihika Ajay Jadhavyourstack - Hithesh Ragent_assemble - Archana Swingman - Henry OkechukwuSmartDocumentWorkflow - Arpan CharolaGrreen-India - Sahil MokalAgenticAI_wemakedevs - Abhipsa SrivastavaOSCA-Open-Source-Maintainer-Agent - Nilanjan Sahathe-night-agent - Omkarai-writing-agent - Mayank Bansalautosec-ai - Mohammad Abubakern8n-saas - Yogesh KumarJarvis - Rithvikcastrisk - Mukulauto-rca - Dhruv SutharLifeGuardianAI - Ariya PAuto-Analysis-Hub_frontend - Madhur ChaturvediAgentops-dashboard - ABHISHEK PRASAD BAHELIYAauto-maintainer-demo - Mahesh Dindurhackjudge - Bishal Jenadevops-health-agent - Dandigam Nitesh KumarPaper2Product-AI - tejasKubeyug - Prateek Rai Srivastavstudy notes agent - Mukul rajputAutonumous-Deployement-Agent - Shashidhar Pawadashettiafricareai - Emmanuel EbiendeleTrustAI - Vivek Aroraconcierge-ai - David Hecreator-ops-pro - Venkatesh AlampallyBugSmith - Bryan Blitmannexus_evo - brandon wallacearena402 - Alex (astrohacker)LA CROSTA - Mohitmetamorphosis - Evanglin Priyanka RShikshaSetu_Hackathon - Ekarna DasNimbus01 - Tasfia ChowdhuryEstas-Ai - Ankit rajautoguard-ai - Aditya chhabraai-agent - EKJOT SINGHUI_LangFlu_WebApp - Kartikeshwar Hingolecustom-ai-chatbot - Prasad BorseweMakeDevsHackathon - Aumadaptive-etl-factory - Sri Sankar Giri VAutoDev-Analyst - Abhiranjan KumarAutoMaintainer---AI-ASSEMBLE-HACKATHON - Arya Anand PathakThunderClash-8t - Md Furquan AnwerAI-Emergency-Agent - PRANJAL SHAHIsoc-ai - Kaushik PaykoliContextKeeper - YadnyeshReadme_Generator - Shouvik SarkarPromptagent - Himanshu Negicredit-reminder - Aniket kushwahaDevJudge - Aditya Sandip PatilAI-Arena - Spandan Mukherjeegauntlet - Shri Ram Kpholkhol - Vraj ShahDeep-Research-Agent - Ashraful Nuhashagentflow-pro - Waseem Bagwanrepoguardian-ai - Pritam MishraWeForDevs - ajithbalabhadrunidev-pulse - Aditya MajhiContextOS - T Mohamed YaserAgentForce-DevOps - Pavithra EbbaliRepo-Warden - Karan Bansalnanite - Sreehari NallapaneniAccoSpark - Hitesh SheregarReclaim - Nikil PaulCollision-Cloud - Anuj Kumarlogsense-ai - Anmol WadhwaNutriGuardAI - VirajDigital-Twin - Manish Yadavpromptsite-ai - Bajhaw Rayed Obaidautofixer-ai - Swapnil Nicolson DadelZentra-AI-Assemble - Satish H VaishyarAI_agents_Hackathon - Kalathur Jahnaviaqi-assist - Siddhesh Kiran Hotedietgpt_01 - Ayush Sarkarmednotes-ai - Aditya Kumar Purisafeupgrade - Poonam PawarIllusion-Breaker - Mann Shahautoforge-agent - Harshal Yadavlstm-predictor - DevanandCortex-AI - Yash Guptaai-email-summarizer-agent - Kusumaaras - AkshayAgentForge - Tejasgowda T Rdevops-automation-agent - Ashish PatilRefacto - Siva Saireview-forge - MohamedkaseemAutoDebugger - Kibiwott Kamooinfinity-hacks - Soumyadeep BhowmikWMD_Team_Bindass - Amitosh Biswasgovguide-ai - Abhishekproject - virendra sahuDevops_autopilot - Venkatesh DhangarSynapse - Divyansh Dewanganauto-sre - Ayoub Marzoukiinfinity-snap - Oscar Kandircode-archaeologist - Harsh BhattFashion_sales_agent - Shweta SawCode-Review-Automation-System - SwatiLogAura-UnitCraft - Anshuman Purohithackathon_oumi - Sahilai-testing-tool - Pratik Prakash Yesanewemakedevs-broken-repo - Misbah Ansarifocus-ai-wemakedevs - Team Aarti Seth and Taran MRClearPerks-mobile-v2 - Siddhant Akash Bobdeopenmlaids - Pratik Shahai-agent - Akshat Valaniupcline - Akshat Batrapromance - Pranav PipariyaAutoOps-Mini - vinithasquadron - Harshal RembhotkarProSync.ai - Vrushank Mukesh Vyastriggr - Arjun SharmaCloudCart-AI - Rajat Rulaniyamarket-hackathon - Spriha SahuUniPrep - Amritanshu GoutamAI-Project-Scaffolding-Agent - aryanAPIBLUEPRINT-PRO - Haragam Deep Singhnb8 - Himanshu BalaniPaxio - Anushay JainDocumentation-Hub - Rambabu Kushwahaservices_doomsday - Kuhan Sundaramresurrect-code - piyush tamoli8bit-Museum - Rajat Sharmadocserver - Raviraj KushwahaAutonomous_AI_Research_Lab - SACHIV CAutoDev - Aishwary Guptajs-to-ts-mvp - Salmaancline-intelligence - SAISARAN Rinformation-summerizer - S raj kumar reddyworkplace-safety-monitor - Atul KaushalDev-Agent - Umar Tanveerself-review-agent - Shubham Paliwalautodev - Mahadevan K SRepositron - YogitaDevSentinel - Lanke Kiran TejaShadow.ai - Priyanshu Tomarrenard - Sundaram Pandeydura - Archie Tansariasmeek - Sarvadnya Chavhanai-code-explainer - Mohit MehtreSCOPESHIELD - Mohd Tanzeelgood one - Mayank UmreyDataIncidentManager - Surajguardianx - Sridevie2e-ai-dev-agent - Karan Sainiwemake - Mukesh Kumar Poddarall_in_one_alert - Harshita Sharmacode-evaluation-orchestra - Dimplesist - Muhammed Tijanibugsquash-ai - Rahul PatelGitVerified.ai - FARZAN AMAN KHANcline_automation_project - Kasula Shravyadpdp-quick-audit-vercel-deploy - Yogeshwar Bariai-docs-assistant - Subhraneel Goswamigetdevcomm - Aman Kumar Chaurasiyacalimojo - David AndersondevOpsOrchestrate - AbubakarLifeCare_AI - Prafull SahuFutureProof - Rahul Banappagouda PatilTo be updated - Sanjana Karanth U