~/talk

10 tips to level up your ai-assisted coding

Talkat NDC AI 2025 · 2025-11-11..11-13· [ai-assisted-development]
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slides:none on file

Packed, tool-first playbook that names the exact commands and weaknesses: uses Claude Code and Cursor, demonstrates slash init and cloud.md summaries, shows how subagents create separate ~200k‑token context windows to parallelize work (10 agents running in parallel as an example), and warns about MCP scope while recommending the GitHub CLI over the GitHub MCP. Expect concrete prompts (plan mode, “ultra think”), automation patterns (create GitHub issues, run bash from slash commands), and practical tradeoffs of cost, context limits and rollback.

AI-written summary · about

  1. 0:00Introduction and background
  2. 9:12Pair programming mindset
  3. 17:28Compound engineering approach
  4. 19:12Context engineering basics
  5. 24:32Managing context windows
  6. 27:43Using framework docs
  7. 29:51Evolving rules over time
  8. 32:18Always start with a plan
  9. 39:15Breaking tasks into steps
  10. 42:24Choosing the right model
  11. 45:35Custom slash commands
  12. 48:02Using subagents effectively
  13. 50:37Hooks and self-learning
  14. 53:46Source control with AI
  15. 55:15MCP tools and security
  16. 58:50Automating agents with GitHub
  17. 1:00:15Human in the loop summary
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