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Foundry

Foundry Team

Foundry turns our weekly engineering work into AI-generated audio conversations using Notebook LM. Each episode is built from the real logs, decisions, and struggles of building the Saffron Network — Lambda Curry's system of coordinated AI agents that handle code, operations, and project delivery. No scripts, no interviews. Just the honest story of what it actually takes to build an autonomous agent network, synthesized from our actual work.

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Episodes

33 episodes

  1. Why Flawless AI Makes Humans the Bottleneck 21:31
  2. When AI Agents Invoice Their Boss 21:20
  3. The Network Caught Its Own Outage 19:53
  4. The Network Repairs Itself 23:01
  5. The Human Merge Queue 22:02
  6. The Week the Fleet Forgot Its Diary 15:35
  7. The QA Gate That Failed Open 21:41
  8. Proving the Ledger: The Cost Leak and the Human Bottleneck 20:54
  9. The Saffron AI agent upgrade crisis 17:54
  10. AI Agents and the Decision Debt Ceiling 21:11
  11. AI Agents at the Human Tollbooth 19:59
  12. Autopilot and the Silent Record Keepers 20:53
  13. Proof Over Promises: When AI Agent Networks Meet the Evidence Gate 22:54
  14. Finished Proofs: When Green PRs Aren’t Enough 21:11
  15. The Human Bottleneck in the Agent Network 16:34
  16. How Saffron AI Outpaced Its Infrastructure 19:51
  17. When Agents Lie: Solving Observability in Production AI Networks 19:32
  18. When Saffron Agents Meet Human Chaos 23:03
  19. The Maintenance Tax of Autonomous AI Agents 22:01
  20. The Maintenance Tax of AI Leverage 21:50
  21. The AI Agent That Went on Strike 20:51
  22. Autonomous AI Agents Outpace Human Managers 14:09
  23. When AI Agents Run the Saffron Network 19:03
  24. Saffron AI Week 17 Operational Breakdown 21:09
  25. When AI Agents Act Like Bad Coworkers 22:11
  26. Managing the Saffron AI Agent Network 21:10
  27. AI Agents Burning Cash and Feedback Loops 18:36
  28. Why Autonomous AI Needs a Human Janitor 23:41
  29. When an AI Hides Its Code 23:57
  30. Inside Saffron Foundry's AI Agent Network 20:02
  31. How Evidence Gates Stop Silent Failures 21:15
  32. The AI Evolved During the Bachelor Party 18:15
  33. Directing Saffron's Cast of AI Agents 19:36