AI Early Warning System
AI early warning system for developers. Free, open source, runs entirely on GitHub.
Developers building on AI APIs depend on providers that change pricing, deprecate models, modify rate limits, and shift terms — often without clear notice. Staying informed means manually checking 10+ sites daily. Most devs miss critical changes until something breaks in production.
An automated monitoring tool that scrapes official AI sources daily, uses an LLM to filter and extract structured metadata, detects changes in critical provider pages, and serves this dashboard + an RSS feed. Zero cost. Runs entirely on GitHub infrastructure with one free API key.
A GitHub Actions cron job runs this pipeline daily at 8:00 UTC. Data is committed back to the repo, and the dashboard is deployed to GitHub Pages automatically.
News feeds (8 sources):
Provider pages (diff detection for changes):
GOOGLE_API_KEY in Settings → Secrets (free from Google AI Studio)gh-pages branchhttps://<user>.github.io/modelsentry/TypeScript, Node.js, Vitest, rss-parser, cheerio, Gemini API, GitHub Actions, GitHub Pages. No databases, no servers, no costs.