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Agents/2026-06-16Advanced

When Your Antigravity Agent Eval Gate Keeps Flickering — Build Notes on Pass/Fail That Survives Non-Determinism

Same code, yet the eval passes in the morning and fails by noon. The first thing that breaks when you put agent evaluation into CI on Antigravity is the stability of the verdict. Here's how I separate noise from real regression and lock down pass/fail in code.

AI Tools/2026-06-12Advanced

Cutting Down 'Plausible but Wrong' RAG Answers — A Retrieval Evaluation Harness for Gemma 4 and Antigravity

Replace gut feeling with recall@5, MRR and faithfulness scores — a 30-question golden dataset and a small Python harness for evaluating a local Gemma 4 RAG stack.

Agents/2026-04-28Advanced

Versioning and A/B Testing Prompts for Production AI Agents in Antigravity

Hard-coding prompts in production turns improvement into guesswork. This guide walks through registry design, A/B traffic routing, statistical promotion, and rollback — with code you can ship inside your Antigravity environment.