AI article
I Let AI Plan 170 Changes. It Made the Same 3 Mistakes Every Time.
Community description: Everyone is arguing about which model plans best. I ran 170 goals and found out the model was never...
Dev.to | Sep 17, 2026 | Debashish Ghosal
Automated excerpt
The planner LLM produces a structured plan: tasks, preconditions, ordering, rollback. A critic LLM reviews what survives the gates. The critic reports blockers, the planner revises.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.