~/talk

Agent Omelets & Other Forbidden Techniques

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

Shows concrete engineering moves: you can roll back and fork live agent state to resurrect earlier behavior, run hydro runs that fork the same context across Anthropic/OpenAI/other providers and have an agent pick the best output, edit an agent’s memory (and erase the trace), hot‑swap model providers mid‑conversation, and attach an omelet reference to a posted brief that lets you resuscitate the exact agent state later. Mentions an "internet for agents" (documents, rosters, handoff briefs) and a packaged supply‑chain product (ChainGuard libraries) for safer agent code execution.

AI-written summary · about

  1. 0:00Introduction and setup
  2. 1:11Forbidden techniques concept
  3. 3:38Rollback and forking agents
  4. 6:49Memory editing and hydro runs
  5. 10:45Introducing the informational layer
  6. 13:56Ignition and torch process
  7. 14:18Agenttology and agent profiles
  8. 16:43Shadow cloning and resuscitation
  9. 18:08Agent integrity and isolation
  10. 19:52Chain Guard libraries overview
  11. 21:18Sub agents and agent conversations
  12. 22:22Pokey and tool design
  13. 23:24Embrace agent weirdness
  14. 23:45Vibe Olympics event
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