The 3x hackathon: what the batch shipped
Ten winners, 33 projects with a live demo and a public repository, and all 41 entries. Every screenshot is the project as it actually runs. Judged on what actually ran; the top five took prize money.
41
Entries
Every idea submitted, in order.
33
Shipped
A live demo and a public repo each.
10
Winners
The top five took prize money.
1
Special mention
VIsionTestAI
The winners
Judged on what actually ran. Click a screenshot to enlarge it.
Project gallery
Every shipped project with a screenshot, its live demo and its code.
All entries
The full roster, in submission order.
| # | Who and project | The idea | Links |
|---|---|---|---|
| 01 | P N V S Vivek VIsionTestAI | An autonomous, multi-modal QA studio that turns interaction flows and DevTools recordings into Page Object Model classes, Playwright specs, and Cucumber BDD suites with visual self-healing. | Repo Demo |
| 02 | Tarun Babbar QAE2E: AI-Powered QA Pipeline | A six-agent pipeline that takes a requirement end-to-end, test case generation, Playwright automation, execution, and release confidence, with an AI judge scoring and refining every step. | Repo Demo |
| 03 | Sakshi Khandelwal WorkPulse | Uses the Adzuna Job API and AI to match fresh IT job listings against a user's profile, explain skill gaps, and optimize their resume for ATS alignment. | Repo Demo |
| 04 | Shivani Singh VERDICT | Test failure intelligence for Playwright, 20 deterministic rules establish what happened across CI runs, AI interprets it, and a guard verifies every claim is grounded in evidence. | Repo Demo |
| 05 | Nitin Gawali AI QA Detective | Automates failure investigation, feed it logs, stack traces, and screenshots and it returns a scored root-cause analysis, regression tests, and a release GO / NO-GO recommendation. | Repo Demo |
| 06 | Atish Mane Playwright AI Studio | Connects AI coding assistance directly to the live browser, so a broken locator can be inspected and patched in place instead of tabbing away to fix the suite by hand. | Repo Demo |
| 07 | Abhishek Raushan TraceFix AI | Diagnoses failing tests and noisy CI logs by clustering failures into real root causes locally, then producing a grounded diagnosis, confidence score, and production-ready fix. | Repo Demo |
| 08 | Niraj Mehta QA Nexus AI | Turns a spec (URL, PDF, Jira issue) into reviewable test cases and a runnable Playwright suite, grounding every selector against your real DOM and existing page objects. | Repo Demo |
| 09 | Chethan Dileep TalentFlow AI | An end-to-end interview and candidate management platform tracking requirements, candidates, interviews, and hiring outcomes from a centralized dashboard. | Repo Demo |
| 10 | Sathish Kumar A S QA Resume AI | An evidence-grounded resume intelligence platform for QA professionals, extracts verified facts, scores skill coverage, and rewrites content through an anti-hallucination validator. | Repo Demo |
| 11 | Ashrith Panduranga Rao Parity Scope | An AI vision model compares legacy vs. new UI screenshots to catch layout, data, and styling mismatches, returning a match score and one-click Jira-ready bug write-ups. | Repo Demo |
| 12 | Govind QAGenX AI | Helps teams analyze bugs, generate test cases, test APIs, understand failures, create test data, and automate repetitive QA workflows. | Repo Demo |
| 13 | Nancy Bhardwaj AssertPilot, MCP Agent QA & Security Observatory | Tests what AI agents actually do, not just what they say, agent-execution observability, MCP/tool-call validation, prompt-injection testing, and risk classification. | Repo Demo |
| 14 | Virendra Patel ATS Resume Builder | Reads an uploaded resume and job description, filters out missing keywords and skills, and lets the user select which ones to add back into their resume. | Repo Demo |
| 15 | Parag Waghmare EDI File Generator & Validator | Generates and validates EDI files automatically. | Repo Demo |
| 16 | Mrutyunjay Mallik Release Risk Analysis | Analyzes pass/fail/abort test results by component and priority, visualizes them as bar and pie charts, and supports Go/No-Go release decisions with configurable thresholds. | Repo Demo |
| 17 | Dhanashree QA_AI_Solution | An end-to-end QA agent, uploads a PRD, generates scenarios and test cases, builds Playwright scripts, executes them live, logs Jira defects, and emails a results report. | Repo Demo |
| 18 | Kalpesh Pingale Requirements to Test Gap Analyzer | Identifies gaps between written requirements and existing test coverage. | Repo Demo |
| 19 | Dheeraj Reddy OmnyGO | Turns plain-English test descriptions into real browser tests, plans the steps, drives a live Chromium browser, and verifies whether the goal was actually achieved. | Repo Demo |
| 20 | Archana Nathe TestSense AI | Transforms requirements into a structured, execution-ready testing strategy, scenarios, detailed test cases, negative/edge/security cases, and coverage-gap detection. | Repo Demo |
| 21 | Rohit Mane Visual Regression QA Coach | Compares before/after screenshots, flags likely UI regressions, and recommends whether a change is safe to ship, cutting down manual visual review work. | Repo Demo |
| 22 | Shashank Verma TestCaseAI, Jira Story to Test Case Generator | Connects to Jira, reads user stories, and auto-generates structured test cases, exportable to CSV, Excel, JSON, PDF, TestRail, or Azure DevOps. | Repo Demo |
| 23 | Manish Mishra QA Workflow Dashboard | A centralized workspace guiding QA teams through story analysis, test planning, exploratory testing, automation generation, execution, self-healing, and reporting. | Repo Demo |
| 24 | Sankar Cheerala AI Testcase Generator | Generates test cases directly from Jira and GitHub issues. | Repo Demo |
| 25 | Dhanush Chikkamade Gowda SpecCraft AI | Ingests visual bug screenshots and uses multimodal vision models to synthesize Playwright regression code, Jira tickets, GitHub Issues, and root-cause diagnostics in seconds. | Repo Demo |
| 26 | Om Gutty QAGuard AI | Transforms requirements into governed, traceable testing artifacts, with a human approving every step before anything ships to automation. | Repo Demo |
| 27 | Patel Vishesh Asheshkumar QA API Agent | Combines single API execution, AI-powered analysis, Excel-based bulk test runs, and instant shareable reporting in one easy-to-use platform. | Repo Demo |
| 28 | Namrata Roy Jira Integrated RAG Explorer | Ingests a Jira ticket, embeds its content, and answers analysis or test-case questions strictly from that ticket via a visible retrieve-then-generate pipeline. | Repo Demo |
| 29 | Paritosh Panigrahi Test Generation App | Generates Playwright automation tests and structured manual test cases from a requirement, a URL, a codebase, a PRD, a Jira ticket, or a Confluence page. | Repo Demo |
| 30 | Khan Bilal AI Requirement Doctor | Diagnoses requirement defects, ambiguity, incompleteness, inconsistency, connecting business analysis, development, and QA in a single workflow before they become bugs. | Repo Demo |
| 31 | Guruprasad Shrinivas Ganiga TestPlanBuddy | A test-case creation tool built around the B.L.A.S.T framework, demonstrated against a sample enhancement story. | Repo Demo |
| 32 | Ishank Walia OTT DRM AI Troubleshooting Copilot | Diagnoses OTT playback and DRM failures using deterministic rules and Pinecone-powered RAG, ranking probable root causes and exporting diagnosis reports as PDFs. | Repo Demo |
| 33 | Kiranmai Wunnava Venkata ETL QA Buddy | Turns plain-English QA rules into runnable pytest tests against a sample ETL database, with instant pass/fail results, a schema explorer, and an 18-test regression suite. | Repo Demo |
| 34 | Rohan Deo QA Helper | Connects with Jira, Confluence, and an LLM to generate QA artifacts and analyze missed defects. | Repo Demo |
| 35 | Gurpreet Singh AI Test Case Generator Buddy | Analyzes real Jira stories, design documents, and UI/Figma screenshots to generate structured test cases covering functional, UI, security, and accessibility scenarios. | Repo Demo |
| 36 | Narayan Boolchandani Fantasy Team Builder | A fantasy sports team-builder app built for the hackathon. | Repo Demo |
| 37 | Rekha Govardhanan AI QA Copilot | Transforms requirements into test plans, test cases, coverage analysis, bug triage, and test closure summaries to accelerate QA teams. | Repo Demo |
| 38 | Deerasameera.Ch AIQAEngineer Agent | An AI QA engineering agent built for the hackathon. | Repo Demo |
| 39 | Sujan Mahapatra Prompt Testing | A tool for testing prompts against different evaluation criteria. | Repo Demo |
| 40 | Aradhana Mahanta Accessibility Copilot Analyzer | Analyzes pages for accessibility issues, missing labels, contrast problems, keyboard traps, and suggests fixes using WCAG 2.0 / 2.1 guidelines. | Repo Demo |
| 41 | Shashikala TestNexus AI | An enterprise-grade QA automation platform that generates test cases from Jira requirements, plus Playwright test generation, failure analysis, and defect reporting via OpenAI/Groq. | Repo Demo |