~/talk

How I Tamed Claude

Talkat NDC Copenhagen 2026 · 2026-06-01..06-04· [ai-assisted-development]
slides:none on file

A practical process for getting production code from Claude Code: use OpenSpec’s explore/propose/apply/archive flow, split agents into orchestrator/worker/reviewer with no actor approves its own code, and insist on one commit per task group and a strict definition of done (build clean, tests green, coverage target). Tools used: Claude Opus/Sonnet, CMX terminal, OpenSpec, Graphify, Context Mode, Context7, GitHub. Examples: tens of thousands of C# lines generated, a change ran 111 tools, used ~177,000 tokens, produced 1,183 passing tests and a working repo.

AI-written summary · about

  1. 0:00Welcome
  2. 1:59Why Claude for coding
  3. 3:26Claude's models and context
  4. 7:37Mindful engineering with AI
  5. 9:03OpenSpec workflow
  6. 15:35Separation of powers in agents
  7. 21:55Agent and human roles
  8. 26:50Limits and definition of done
  9. 31:04Human oversight importance
  10. 36:06Curating context for tokens
  11. 42:24Live demo: agent workflow
  12. 51:09Open source tools
  13. 55:04Five principles for AI engineering
  14. 57:18Q&A
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