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Agents/2026-06-27Advanced

Pin Your Agent's Output With Golden Snapshots Before Switching Models

When Antigravity's engine moves to Gemini 3.5 Flash, an agent's output can drift silently. This walks through a golden-snapshot regression gate that catches the drift, with the actual test code and a migration-day checklist.

Editor/2026-05-27Intermediate

Cultivating Antigravity Walkthroughs as a Regression Replay Memo: A Four-Month Operational Log

A four-month log of repurposing Antigravity Walkthroughs from a one-off explainer into a persistent regression replay memo. Includes the naming scheme, the four-section structure, and the concrete numbers behind a roughly 60 percent drop in duplicate bug reports.

Tips/2026-05-02Intermediate

Pairing git bisect with Antigravity's AI to Find a Regression's Root Commit in Minutes

When something worked last week and is broken today, git bisect plus Antigravity's AI can isolate the offending commit in under thirty minutes. Here is the working split between human and AI that I have found most reliable.