Gemma 4 On-Device AI Integration × Antigravity Custom Models — Advanced Workflow Guide
A comprehensive guide covering Gemma 4 on-device AI integration, fine-tuning, custom model deployment with Antigravity, and building production-ready advanced workflows.
Antigravity Multi-Agent Orchestration Guide: From Communication Errors to Production
Complete guide to designing and implementing multi-agent systems with Antigravity. Covers architecture patterns, communication error troubleshooting, and production stability.
AgentKit 2.0 Multi-Agent Collaboration Failures: Complete Recovery Guide
Diagnose and recover from AgentKit 2.0 multi-agent failures—deadlocks, orchestrator loops, silent sub-agent failures, and context contamination. Includes production-ready code for fault-tolerant agent system design.
Antigravity × Vertex AI / Firebase Integration Errors: Complete Production Fix Guide
Comprehensive guide to Antigravity agent integration errors with Vertex AI and Firebase in production. Covers authentication, IAM permissions, Firestore access, Cloud Functions timeouts, real-time sync failures, and end-to-end error monitoring.
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.
Antigravity × MCP in Practice — Spotting Dead Servers and Measuring What Tool Definitions Actually Cost
The MCP servers listed in your Antigravity settings.json may no longer exist. Here is a runnable audit script that checks npm for deprecation, measured token costs for tool definitions, and a rewrite on SDK 2.x — all reproducible on your own machine.
Claude Opus 4.6 + Gemini 3.1 Pro × Antigravity: Multi-AI Production Masterclass
Learn how to build production-grade AI applications in Antigravity using both Claude Opus 4.6 and Gemini 3.1 Pro. This masterclass covers task-based model routing, cost optimization, fallback chain design, and monitoring for real-world deployments.
Building on Antigravity and Supabase — Auth, RLS, Edge Functions, and the 4-Second Query That Taught Me Policy Performance
Implementation patterns for shipping production apps with Antigravity and Supabase — Auth, RLS, Edge Functions, and Realtime — plus why enabling RLS can make queries crawl, how to measure and fix it, and where solo-dev costs actually break.
Antigravity Clean Architecture × DDD Implementation Guide
Implement Clean Architecture and Domain-Driven Design with Antigravity. Master layer separation, repository patterns, use case design, and automated architecture analysis using AI agents
AgentKit 2.0 Production Design Patterns — Strategic Architecture for 16 Specialized Agents
How to compose AgentKit 2.0's 16 specialized agents on a real production project: five orchestration patterns, which four agents earn a permanent seat, AGENTS.md as team standards, and how to split work across a 1M token context with Gemini 3.1 Pro.
Antigravity × Custom AI Chatbot Pipeline — Building Production-Grade Assistants with RAG, Function Calling, and Streaming UI
Learn how to build a production-grade AI chatbot by integrating RAG, Function Calling, and Streaming UI with Antigravity — from architecture design to Cloudflare Workers deployment.
Antigravity × Custom MCP Server Production Guide— Building External Tool Integrations at Scale
Build production-grade custom MCP servers for Antigravity: architecture design, authentication, rate limiting, error handling, testing, and deployment patterns for integrating external APIs and internal tools.