~/talk

Spec Driven Dev From Single Player to Multiplayer to Ecosystem

Talkat AI Native DevCon Fall 2025 · 2025-11-18..11-19· [ai-assisted-development]
slides:none on file

Spec driven development uses small, curated context plus agentic search and measurable evals to close the capability gap. Experiments use Claude CodeX and Cursor on a dodge game and on a 50‑case Next.js benchmark and show a jump from ~42% to 92% success when curated knowledge is provided. Across 270 open source libs agent success rises from 60% to 81% using tessle.json, agents.md, and a tiles registry of fragmentable specs that adapt per agent and speed up fixes.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 1:32AI transforming software development
  3. 4:42Quest for silver bullets in AI
  4. 8:53Context engineering as specs
  5. 12:42Data on context engineering effectiveness
  6. 18:04Tesla’s spec registry structure
  7. 23:19Multiplayer context sharing methods
  8. 29:19Ecosystem context and open source responsibility
  9. 31:04Closing and call to action
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