~/talk

How I Tamed Claude

Talkat NDC London 2026 · 2026-01-26..01-30· [ai-assisted-development]
slides:none on file

A concrete workflow for getting production code from Claude Code: use a project claude.md plus system prompts for four roles—analyst, architect, developer, reviewer—to produce a requirements.md, spec.md, small git-branch changes and TDD commits. Stay under ~100,000 of the 200,000 token context, use MCP servers (Context7) and an LSP bridge (Serena), and integrate the command/skill-based tool Openspec to create tasks and apply changes. Claim: real shipped proofs of concept (voice chatbot, Python gRPC backend + native clients) using this process.

AI-written summary · about

  1. 0:00Introduction
  2. 2:20Why Claude stands out
  3. 10:18Claude Code commands
  4. 17:03Context and token limits
  5. 18:13Four AI personalities
  6. 24:00System prompts for roles
  7. 31:58Architecting with AI
  8. 36:43Test-driven workflow
  9. 44:57Refining AI code
  10. 54:14Commands replacing MCP
  11. 1:03:46Summary
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