~/talk

Build Reasonable Software

Talkat PyData London 2026 · on Saturday, 2026-06-06· at 13:35· Grand Hall 1· [machine-learning, developer-experience]
slides:none on file

Concrete claims: FastMCP v3 redesign compresses a 2,500‑line PR to 400 lines by reusing abstractions and replaces brittle feature bloat so it actually works, adding code mode yields a 90% reduction in tokens and latency for complex MCP servers, Prefab composes front ends in Python and streaming Python gives about a 70% token saving, and a proposed directed agentic graph makes agent outcomes observable, serializable, and composable for safer orchestration.

AI-written summary · about

  1. 0:00Building reasonable software
  2. 2:53Pythonic software meaning
  3. 6:24Reasonable software in AI age
  4. 8:28FastMCP 2 to 3 redesign
  5. 11:58Code mode and token efficiency
  6. 13:24Introducing MCP apps and Prefab
  7. 17:15Prefab’s Pythonic UI
  8. 20:01Reasoning software
  9. 22:54Control vs autonomy in AI
  10. 24:37Agentic graphs for governance
  11. 27:47Agent workflows as DAGs
  12. 31:58Control vs agent harnesses
  13. 32:38Q&A
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