published: false

description: "How to design an AI-driven TDD loop that never gets stuck — GitHub Issues as memory, Playwright for tests, Vercel for staging, and Telegram for one-tap human approval."

tags: aiagents, tdd, devops, llmops

cover_image: https://images.unsplash.com/photo-1555949963-ff9fe0c870eb?w=1000

tl;dr — Point an AI agent at a GitHub Issue, have it write a failing E2E test, implement the fix, commit with full provenance metadata, deploy to staging, and ping you on Telegram. One tap to approve. Ship.