When the google-genai SDK Refuses to Work — Diagnosing and Fixing Python API Errors in Antigravity
A practical guide to diagnosing and fixing the most common google-genai SDK errors in Antigravity: authentication failures, ImportError, deprecated model names, and rate limiting — with working code examples for each.
Before Google I/O 2026 — How Antigravity Has Evolved This Year, from an Indie Dev's Perspective
Gemma 4 integration, AgentKit 2.0, Manager Surface — Antigravity has changed significantly in early 2026. Here's what actually shifted in my day-to-day indie development workflow, and what I'm watching for at Google I/O 2026.
Antigravity × Gemma 4: Build an AI System That Auto-Analyzes, Replies to, and Triages Your App Reviews
A complete implementation guide for building a review management AI system using Antigravity and Gemma 4. Automatically analyze App Store / Google Play reviews, generate replies, and create GitHub Issues — all without manual effort.
Google AI Edge Eloquent: Running Google's AI Models Natively on iOS
Google AI Edge Eloquent is Google's framework for running Gemma and other Google models locally on iOS and Apple Silicon. Here's how it works, how it differs from Core ML, and how to implement it with Antigravity.
Building Agents with Gemma 4 on Antigravity: Tool Design, Memory Management, and Production Checklist
A practical guide to building agents with Gemma 4 on the Antigravity platform. Covers tool call design, the three memory patterns, async execution, and what to verify before production deployment.
How to Break Free When Antigravity's Agent Gets Stuck in a Fix Loop
When Antigravity's agent keeps modifying the same code repeatedly, here's how to identify the root cause and escape the loop — with practical techniques that actually work.
When Antigravity's AI Fails on Large Files: Practical Solutions for Context Limit Challenges
When Antigravity's AI gives wrong suggestions or ignores parts of your files, context window limits are often the real culprit. This guide covers diagnosis, file splitting, AGENTS.md optimization, and step-by-step workflows that actually work.
Where Antigravity Actually Helps in SwiftUI Development — and Where It Doesn't
Practical patterns for integrating Antigravity into SwiftUI development — UI prototyping, SwiftData model design, and test generation. Actionable techniques for indie iOS developers.
Running Gemma 4 in Antigravity — Ollama Setup and a Realistic Local/Cloud Split
How to run Gemma 4 locally in Antigravity IDE with Ollama: installation, a three-step connection check that actually isolates failures, keep_alive tuning to kill reload waits, and a realistic split between Gemma 4 and Gemini 2.5 Pro.
Antigravity × App Store Connect API: Complete Automation Guide for Revenue, ASO & Reviews
A hands-on guide to automating App Store Connect with Antigravity. From JWT authentication to sales report fetching, review sentiment analysis, ASO tracking, and a daily Slack dashboard — everything indie developers need to reclaim development time.
How to Fix Package & Module Errors in Antigravity [2026 Guide]
Learn how to diagnose and fix package and module errors in Antigravity-generated code. This practical guide covers Cannot find module errors, version conflicts, path alias issues, and TypeScript declaration problems.
Antigravity × Firebase Data Connect: Building Type-Safe GraphQL APIs Faster with AI
Field notes from building with Firebase Data Connect and Antigravity: GraphQL schema design, Firebase Auth integration, keyset pagination, testing, and production monitoring—with working code.