All Articles
Designing Production Incident Runbooks for Antigravity Agents: A Practical Framework from Detection to Recovery
A complete guide to designing incident runbooks for production Antigravity Agents — detection, triage, mitigation, and postmortem, with working code you can drop into your stack today.
Before Your Antigravity Agent Bill Goes Sideways: A Solo Developer's Forecast and Cutback Playbook
Discovering your monthly bill is an order of magnitude larger than expected is the first big trap of running agents. Here's the forecasting and cutback playbook I've built up as an indie developer, with concrete numbers, a working guardrail script, and the monthly review cycle I use.
Turning AI Agents into Products — Build Billable Automation Services with Antigravity
Learn how to package Antigravity's multi-agent capabilities into sellable automation services. Covers AgentKit 2.0 orchestration, usage-based billing, and three ready-to-sell agent service blueprints.
Build a Complete SaaS in Antigravity — Stripe Billing, Auth, and Deployment Without Leaving Your IDE
Build an entire SaaS product within Antigravity IDE — from Supabase auth to Stripe billing to Cloudflare Workers deployment, without switching tools.
Building a Multi-Model Development Environment with GitHub Copilot BYOK
GitHub Copilot's BYOK feature now lets you register API keys from Anthropic, Google, OpenAI, OpenRouter, Ollama, and more. Learn how to set up VS Code for seamless model switching based on your coding task.
Vibe Coding × Local LLMs — Offline AI Development with Foundry Local and Ollama
Describe what you want to build in plain English, and let AI write the code—no programming knowledge required. Learn how to set up offline AI development with Microsoft Foundry Local and Ollama for maximum privacy and control.
Versioning and A/B Testing Prompts for Production AI Agents in Antigravity
Hard-coding prompts in production turns improvement into guesswork. This guide walks through registry design, A/B traffic routing, statistical promotion, and rollback — with code you can ship inside your Antigravity environment.
Antigravity Cmd+K Inline Edit Not Responding: 7 Things to Check
Pressing Cmd+K does nothing, or the input field appears but spins forever. Here's the troubleshooting order I follow when Antigravity's inline edit goes silent.
Building Self-Healing Antigravity Agents — Detection, Diagnosis, and Recovery in Production
A practical three-layer pattern for keeping Antigravity agents alive in production: signal-based detection, deterministic diagnosis, and graduated recovery — with full AgentKit 2.0 code and the production traps I learned the hard way.
Antigravity Format on Save Not Working: Diagnose It in Five Minutes
You hit save, but Prettier didn't run. Indentation drifts. Only TypeScript files get skipped. This guide walks Antigravity's format-on-save pipeline in priority order so you can pinpoint the broken layer fast.
Building Webhook Endpoints in Antigravity That Never Drop Events
A practical guide to designing, implementing, and testing webhook endpoints for Stripe and GitHub using Antigravity, focused on the three properties that prevent dropped events: signature verification, idempotency, and fast response.
Letting Antigravity Be Your Night-Shift Engineer: A Solo Dev Operating Model
How to operate Antigravity agents as the second engineer who works while you sleep. Task hand-off, scope boundaries, and a morning three-point check turned into a script — the model I have refined while running multiple products solo.