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Contextually Aware

Luis Calderon

What product managers can actually build with AI today—and where it still breaks.

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42 atal

  1. You Fired Your Company's Memory. Now You're Paying to Rehire It. 7:53
  2. Muse Works. Who Gets the Keys? 7:08
  3. Memory that learns from memory 8:05
  4. TypeSafe's Jev: The Witchcraft Is That It Stops Talking 8:44
  5. One of the Hardest Problems in Mathematics. AI Says It Solved It in 88 Hours. 7:25
  6. Grok Bot is expensive. Every cheaper agent still needs me in the chair. 5:25
  7. Gemini 3.8 Flash is my new favorite. 3.7 got me there. 5:23
  8. I Built More Agents. The Work Got Harder. 11:20
  9. On the internet, nobody knows you're an agent 5:47
  10. The bottom has fallen out of software development 7:57
  11. I maxed out my human context window 6:19
  12. Why Kimi K3 Paused New Subs — And What That Tells You 8:14
  13. What Happens to the S&P 500 When AI Gets Cheaper Faster Than Data Centers Depreciate? 5:28
  14. OpenAI Model Guide: Stop Staring at the Picker 6:00
  15. Has AGI Arrived? Send in the Misfits. 6:16
  16. Your Code Is Trash Anyway 7:27
  17. Your Agents Have Amnesia — Stop Using Markdown! 6:14
  18. Why Agent Memory Needs an OS, Not a Vector Store 5:54
  19. When Not to Deploy an Agent 5:12
  20. What Broke When We Scaled to 17 Agents 7:25
  21. The Trillion-Dollar Fork: Who Owns the Harness? 8:10
  22. Three things broke this week. None of them were the model. 7:30
  23. The deployment PM is dead 5:32
  24. The Audit Trail Is the Product 4:46
  25. The AI Strategy Slide Deck Is Dead 4:36
  26. The agentic GitHub stack is forming 4:49
  27. The agent memory wall 6:07
  28. Stop Wasting Time Writing Better Prompts 7:26
  29. The NOC Console for Agent Teams 5:34
  30. Most PMs Won't Become Agent Orchestrators. They'll Become Obsolete. 7:29
  31. The Harness Eats the Prompt (Every Time) 6:33
  32. Google I/O 2026 was about distribution 6:01
  33. Eval design before agent design 5:08
  34. Build, Buy, Borrow, Hire, or Wait? The AI Investment Framework 6:23
  35. Software is Dead. Long Live Services. 5:10
  36. The Silent Killer in AI Agent Workflows: Context Drift 5:04
  37. The Five Breaks: Where Multi-Agent Systems Actually Fail 6:14
  38. The 2 AM Write That Changed Everything: Building Approval Gates for Autonomous Agents 7:02
  39. Why Enterprise AI Projects Take 12 Months to Ship (When the Code Takes 2 Weeks) 6:03
  40. Your Code Is Trash Anyway—And That's the Whole Point 6:07
  41. Context Engineering: What Every PM Building AI Needs to Know 9:31
  42. Why Karpathy Saying “I’m Behind” Should Matter to Every PM 7:48