Tech
I Let AI Plan 170 Changes. It Made the Same 3 Mistakes Every Time.
Everyone is arguing about which model plans best. I ran 170 goals and found out the model was never the variable. The plan was.
I built a small engine called PlannerCritic : one LLM writes a plan, a second LLM reviews it, and a set of deterministic gates decides whether it's allowed to move forward. Then I pointed it at 170 real change-planning goals across 40 domains, including identity management, multi-agent ops, SRE, supply chain policy, and FinOps.
Total cost: $0.49.
The resul...
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