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PassionQA: Turning My Passion for Software Quality into AI-Powered Test Intelligence

This is a submission for Weekend Challenge: Passion Edition What I Built As a QA engineer, I spend a lot of time reading requirements, questioning unclear business rules, and thinking about what could break before a feature reaches users. That part of quality engineering is something I genuinely enjoy, and it inspired me to build PassionQA . PassionQA is an AI-powered quality intelligence platform that turns product requirements into practical QA insights and executable test cases. The workflow is simple: Upload or paste a BRD (Excel or text) Run AI-assisted quality analysis Review the complete QA output in one dashboard: Requirement health and release readiness Missing rules and ambiguous requirements Positive, negative, boundary, security, and accessibility test cases Bug-risk insights and heatmap Requirements Traceability Matrix (RTM) Excel and PDF exports My goal was to reduce the repetitive part of requirement analysis so testers can spend more time thinking critically about product risk and quality. Demo Try it quickly Live app: https://passion-qa.vercel.app Click Explore Demo Preset to analyze the built-in insurance example. The application uses Gemini when available and automatically falls back to the local analysis engine if Gemini is unavailable. Or click Launch Platform (Free) , upload your own BRD, and select Run Quality Analysis . For my demo, I used an insurance Policy BRD. PassionQA analyzed the requirements, highlighted quality gaps, and generated executable positive, negative, boundary, security, and accessibility test scenarios across the policy workflow. Video Demo The demo shows the complete flow from Policy BRD upload to AI analysis, test-case generation, risk insights, RTM, and report export. Demo video: https://drive.google.com/file/d/1sAoOauTGCk66xAzY46zF8_lWBQbVM8Gr/view?usp=sharing Code GitHub repository: https://github.com/DhanashriQAEngineer/PassionQA/ Some of the key parts of the project are: src/lib/gemini.ts --- Gemini analysis and loc

2026-07-12 原文 →
开发者

Ask HN: Why isn't Google indexing information about the AT Protocol?

I've been observing this for a while, where very basic queries about atproto stuff doesn't show up. But yesterday I found a query that makes it VERY obvious: "list of public atproto relays". Here's DuckDuckGo: 1. https://firehose.directory 2. https://atproto.at/relays 3. https://atproto.wiki/en/wiki/reference/core-architecture/relay 4. https://pulsar.feeds.blue 5. https://leaflet.pub/12022731-ae4f-4a13-9f7a-5738b7a83c2e Of those results, Google only has 3, the only one on the list that... doesn'

2026-07-12 原文 →
AI 资讯

Show HN: Orbit – AR satellite tracker, watch 15k+ objects

Hey HN! I made Orbit, an iOS app that allows you to see the satellites, planets, and constellations above you in AR, on a 2D map, and on a 3D globe. The app includes more than 15,000 objects tracked by CelesTrack, together with their pass predictions, descriptions, and detailed orbital data. A searchable catalog of all objects is also available, as well as a built-in chatbot designed to answer any space-related questions you might have. This is my first published iOS app, so any feedback is grea

2026-07-12 原文 →