When an AI Agent's git push Reports Success but Nothing Reaches the Remote
Why agent-automated git pushes fail silently (a missing identity plus a no-op push), with three fixes: explicit config, SHA verification, and the GitHub REST API.
Handing Dependency Updates to Antigravity Agents — Risk Tiers, Verification, and Rollback
How far can you trust Antigravity agents with dependency updates? A four-tier risk model that corrects semver optimism, worktree-isolated lots, a fixed verification script, and a rollback-first ledger — the operations design I settled on while maintaining multiple apps.
Handing Nightly Wallpaper Asset Updates to a Background Agent — Time Budgets, Duplicate Detection, and a Completion Gate
A reproducible account of handing nightly wallpaper asset updates to Antigravity's Background Agent. Covers how to write the task definition, perceptual-hash duplicate detection, one-pass resizing across 12 device profiles, a morning report you can review in five minutes, and the time-budget and completion-gate design that makes unattended runs safe.
Automating App Store Review Replies with Antigravity — Multilingual Workflow for a 50M-Download App
Real-world experience semi-automating App Store review replies across 8+ languages using Antigravity. Covers 30 reviews per session, the hidden 8-second rate limit, and tone guidelines that actually work.
Automate Unity CI/CD with Antigravity and GitHub Actions: A Practical Guide
Set up a complete Unity CI/CD pipeline using GameCI, GitHub Actions, and Antigravity — from automated testing to TestFlight uploads. A practical guide for indie developers who want to stop building manually.
Giving AI Agents an Aesthetic Sense — Building a UI Quality Evaluation Pipeline with Antigravity × Gemini Vision
Explore how to encode the vague judgment of 'is this UI good or bad' into code. Combines Antigravity with Gemini Vision to implement a complete pipeline — from screenshot capture to AI evaluation, improvement suggestions, automated fixes, and CI/CD integration.
Connecting Antigravity to Gmail: Setting Up Google Workspace MCP and Practical Workflow Patterns
Learn how to connect Gmail, Google Calendar, and Sheets to Antigravity via MCP so you can manage your inbox, schedule, and tasks without ever leaving your editor. Includes step-by-step setup and real workflow patterns.
Engineering Quality Into AI Agents — When Autonomous Execution Breaks and How to Prevent It
Autonomous AI agents degrade over time. This article shows how to catch the decay before it breaks, with multi-stage verification gates and a failure dictionary that lets agents self-recover — drawn from running four sites with multiple agents in parallel.
Polishing Your Antigravity Workflow with tasks.json and launch.json
A practical guide to writing real-world tasks.json and launch.json files in Antigravity, drawn from the configurations I keep returning to in my own indie projects—covering build chains, debug compounds, AI-driven task automation, and the traps I have hit along the way.
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.
AI Agent Orchestration: Designing and Implementing Multi-Agent Systems
One failing agent can erase the work of the ones that succeeded. Four orchestration patterns, plus the boundaries that break in production, with runnable fixes.
Antigravity × Notion API Integration: AI-Powered Document-Driven Development
Learn how to connect Antigravity IDE with the Notion API to automate your document-driven development workflow — from spec to code, tests, and PR descriptions — using MCP servers.