All Articles
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.
Building an AI Test Pipeline with Antigravity Agents: Automating Quality Assurance in Production
Learn how to build a production-grade automated test pipeline using Antigravity's AI agents — from unit test generation to E2E testing with Playwright, complete with validation layers and CI/CD integration.
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
A complete implementation guide for Firebase Data Connect. From GraphQL schema design to Firebase Auth integration, Antigravity AI-assisted query generation, and production deployment—all with working code examples.
Build an AI Agent SaaS with Antigravity × AgentKit 2.0 × Stripe — A Complete Implementation Guide for Solo Developers
A complete guide to building a subscription-based AI agent SaaS using AgentKit 2.0 and Stripe with Antigravity. Covers architecture design, billing integration, rate limiting, Webhook idempotency, and production deployment — everything tutorials skip.
How Claude Mythos Is Redefining AI Agent Limits—and What Project Glasswing Reveals
Explore Anthropic's Claude Mythos and Project Glasswing: AI agents that autonomously discover zero-day vulnerabilities with 93.9% accuracy on SWE-Bench. Why it's invite-only and what it means for developers.
Running Gemma 4 Locally: A Developer's Guide to On-Device AI Integration
Master running Google's latest open-source LLM Gemma 4 in your local development environment. Learn practical setups with Ollama and llama.cpp, plus multimodal and agent capabilities.