Designing Safe Background Tasks with the Managed Agents API
Antigravity 2.0's Managed Agents API launches an agent in an isolated Linux environment with a single API call, handling reasoning, tool use, and code execution. Convenient, but left unattended it invites runaways and cost overruns. Here is a design for running it safely as a background task.
CORS Errors Blocking API Tests in Antigravity — How to Diagnose and Fix by Environment
Fix CORS errors that block API testing in Antigravity development. Learn how to identify the root cause by environment — Next.js, Cloudflare Workers, Supabase — and craft precise prompts so Antigravity generates the right fix.
How I Cut Gemini API Costs by 75% Using Context Caching in Antigravity
A complete implementation guide for Gemini API context caching in Antigravity — with working TypeScript and Python code, real cost calculation examples, and three production-ready patterns to dramatically reduce your API spend.
Building a Veo 3 Video Generation App with Antigravity — From API to Launch
A hands-on guide to building a video generation iOS app using the Veo 3 API with Antigravity. Covers async polling architecture, SwiftUI implementation, and monetization design.
Three Safeguards Every Antigravity Python API Deployment Needs Before Production
Retries, timeouts, and circuit breakers — the three production safeguards you need around your Antigravity Python API calls, with working code for each.
Concurrent Google AI API Calls with Python asyncio in Antigravity — A Practical Guide
Learn how to use Python asyncio with the google-genai SDK inside Antigravity IDE to process multiple AI API requests concurrently. Includes Semaphore-based rate limiting and a real-world batch review analysis pipeline.
google-genai SDK with Antigravity: Python Quickstart Practical Guide
Use the google-genai SDK to call Antigravity from Python. Install, authenticate, generate text, use multimodal inputs, stream responses, and handle errors—all with code.
Implementing Function Calling with Antigravity Python SDK: A Practical Guide to Giving AI Access to External Tools
Learn how to implement Function Calling with the Google Antigravity Python SDK. Includes working code examples for connecting AI to external APIs, handling multi-tool loops, and debugging within Antigravity IDE.
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.
Antigravity × Gemini API Multimodal Complete Implementation Guide: Building Production-Ready AI Apps with Text, Images, and Audio
A comprehensive guide to building production-grade multimodal AI apps using Antigravity and the Gemini API. Covers text, image, audio, and document processing with real code, cost optimization strategies, and robust error handling patterns.
How to Fix AI API 429 Rate Limit, Authentication, and Timeout Errors: A Complete Troubleshooting Guide
Step-by-step solutions for 429 Rate Limit, authentication failures, and timeout errors across OpenAI, Gemini, and Claude APIs. Includes retry patterns, validation scripts, and prevention best practices.
Antigravity × MCP Integration Guide — Mastering 7,500+ Tools from Arcade.dev
Master the integration of Antigravity with MCP (Model Context Protocol) and leverage Arcade.dev's 7,500+ tools for AI agent development. Complete implementation guide with recipes.