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⟐ Gemini Dev/2026-06-30Advanced

Tracing Which Prompt Revision Moved Your Quality — Prompt Versioning for a Gemini Pipeline

Editing prompts in place erases the trail: when quality shifts you can't tell whether the model moved or your wording did. Here's a small system that pins prompts by content hash, stamps every generation with the model ID and revision, and bisects a quality drop down to the exact revision boundary, with copy-paste Python.