AIGeniusShip with AI

The pipeline

Every change to this site — including the one that shipped it live — moves through the same AI-assisted path from idea to production:

Issue→Copilot drafts a PR→Copilot Code Review→Agent Merge→GitHub Actions→GitHub Pages

The loop repeats automatically on every future change. Five capabilities carry it:

  1. Copilot Code Review — an AI reviewer on every pull request
  2. Agent Merge — remediates findings and merges when checks are green
  3. GitHub Actions (CI/CD) — builds, gates, and deploys
  4. AI-assisted security review — the supply-chain layer: dependencies, secrets, tokens
  5. End-to-end lifecycle automation — the whole loop, running on every change

See Secure your supply chain for why the security beats in this demo live in dependencies and CI/CD, not just application code.