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PRSense

PRSense (Patch-Review Sense) is an open-source, local-first, self-hosted CLI tool for LLM-powered code review of pull request diffs. It produces high-confidence, grounded review signals that cannot reference files, symbols, or lines absent from the change under review. The architecture is hexagonal: storage backends, LLM providers, and forge integrations are swappable adapters. Storage is embedded SQLite + sqlite-vec, with no external database or container required. Supports OpenAI, Google, Anthropic, and Ollama for review and embeddings; GitHub, GitLab, and Codeberg/Forgejo for forge integration. The per-file review architecture produces an asymmetric failure profile — many false positives, near-zero false negatives — which is load-bearing for its value as a safety net during code review.

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