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◈ Agents/2026-04-29Advanced

Teaching Antigravity Agents to Learn from Failure — A Solo Developer's Loop for Reusing Failure History

Antigravity agents repeat the same mistakes because each session starts blank. A solo developer's six-month run with a structured failure log, a separate observer agent, and the side-effect of overfitting.

✦ Tips/2026-04-09Beginner

Solving the Reliability Problem in Vibe Coding — Antigravity Artifacts Verification Guide

Vibe coding is fast, but it produces code you can't fully trust. This guide shows how to use Antigravity's Artifacts feature and a simple verification loop to close the gap between 'it seems to work' and 'I know it works.'

◈ Agents/2026-04-07Advanced

Production-Ready AI Agent Design: Orchestration Patterns and Reliability

A comprehensive guide to running AI agents reliably in production. Covers orchestration design, error handling, human-in-the-loop patterns, and state management — everything you need to build agents that hold up in real-world conditions.