Causari is a local-first CLI for tracing prompts, model outputs, file reads, diffs, and downstream impact in AI-assisted code changes.
Git tells you what changed. Causari tells you why.
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LLM-as-judge disagrees with itself between runs
The flap I had a faithfulness gate on merge: judge scores every case, the mean has to clear 0.80....
Context Rollovers Without /compact
How I use Claude Code hooks, a /handoff skill, and HANDOFF.md to keep control over AI coding context rollovers instead of relying on automatic compaction.