~/talk

What do we do now?

Talkat Laravel Live Denmark 2026 · 2026-08-20..08-21· [ai-assisted-development, rust]
slides:none on file

Built Solo entirely with AI using Tari (Rust) + TypeScript, the project reaches 3500 commits and shows about 25% fixes of those commits as followups. The architecture centralizes business logic into a canonical ops layer (MCP + webview adapters), adds deterministic pest and eslint checks, a custom end‑to‑end harness, and replaces xterm with a bespoke Rust terminal. The result is production releases guarded by ~14,000 tests and automated CI gates that largely work.

AI-written summary · about

  1. 0:00Introduction and background
  2. 1:58AI and developer value
  3. 4:45Moving up in engineering
  4. 5:12First draft with AI
  5. 8:30Fixing mistakes and engineering judgment
  6. 11:30Building boxes for AI
  7. 13:08Centralizing operations layer
  8. 15:52Handling AI mistakes deterministically
  9. 18:36Locking in rules with tests
  10. 20:52Baking institutional knowledge
  11. 23:21Testing everything thoroughly
  12. 25:23Rebuilding and engineering decisions
  13. 28:48Leverage through prototypes
  14. 31:54Discovering system shape
  15. 33:30Judgment and system design
  16. 35:51Conclusion and future
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