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project

planner-critic-engine

Repository of deterministic structural checks on AI planner output, covering precondition ordering, unsafe sequencing and whether high-risk steps have a reachable rollback.

Current clusters

build1 publisher

The 90-second diff still costs 20 minutes of human review

The expensive part of software work has moved from writing code to proving it. An engineer building agent systems puts the deny outside the model where no prompt can reach it, and says plainly which defects his deterministic checks still miss.

Publishers:dev.to

Reality

Evidence36
Adoption14
Hype gap+22
Incentives52
Confidence44