How CortexIDE's agent loop avoids the three-tool early-stop trap
An honest postmortem of an agent loop bug we shipped, why heuristic completion detection fails, and the explicit attempt_completion tool that replaced it.
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Engineering notes, release walkthroughs, and design rationale from the team building CortexIDE.
An honest postmortem of an agent loop bug we shipped, why heuristic completion detection fails, and the explicit attempt_completion tool that replaced it.
Two mechanisms in CortexIDE that make AI-driven edits reviewable: a JSONL audit trail of every agent action and per-step file checkpoints you can roll back to.
How CortexIDE's repo indexer combines inverted-index BM25 scoring with optional vector embeddings to retrieve relevant code without sending your repo to a cloud service.
Walk through CortexIDE's local setup wizard, the curated model pack catalogue, and the hardware-aware recommendation that picks a model your machine can actually run.