# PrecisionXxx

- **Event:** [Built with Opus 4.7: a Claude Code hackathon](https://cerebralvalley.ai/e/built-with-4-7-hackathon)
- **When:** Apr 21 at 12:00 PM – Apr 27 at 2:00 AM (EDT)
- **Where:** Online
- **Team:** [Edward Twumasi](https://cerebralvalley.ai/u/PrecisionXxx)
- **GitHub:** https://github.com/teckedd-code2save/convoy
- **Demo video:** https://youtu.be/5btzce8adeE
- **Gallery:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery/158

Convoy is an AI deployment agent that takes a codebase from commit to production with a human-in-the-loop approval model. It scans a repo, identifies the
  right deployment target, rehearses the build locally, surfaces failures with precise diagnostics, opens and merges PRs for fixes, manages deploy gates,
  stages required secrets, runs canary releases, and promotes to production only after explicit approval.

  The problem Convoy solves is the gap between “the code is ready” and “the product is safely live.” For most teams, shipping still involves manual
  coordination, repeated context switching, hidden environment issues, failed deploy retries, and fragile handoffs between coding, DevOps, and release
  approval. Convoy turns that messy, error-prone workflow into a guided, auditable pipeline where repetitive execution is automated and judgment stays with
  the engineer.

  In our demo, Convoy deployed a real Next.js pharmacy management app to Vercel, recovered from two real failures, resumed from the exact failed stage instead
  of restarting, validated the fix with live checks, and completed the release with production observation and health verification.

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