Pasting Screenshots into Antigravity to Fix UI Bugs Faster — A Practical Guide to Multimodal Input
Explaining a 2px CSS misalignment in plain English takes longer than pasting one screenshot. Here's the practical workflow I use to fix UI bugs in Antigravity by leaning on its multimodal vision.
Why Antigravity Agents Trigger So Many EADDRINUSE Errors — A Practical Fix Guide
If your Antigravity agent keeps crashing dev servers with EADDRINUSE: address already in use, the cause usually traces to three structural issues — terminal-tab churn, background processes, and post-HMR zombie processes. Here is the diagnostic flow and the permanent fixes I rely on.
Teaching Antigravity Agents to Learn from Failure — A Solo Developer's Loop for Reusing Failure History
Antigravity agents repeat the same mistakes because each session starts blank. A solo developer's six-month run with a structured failure log, a separate observer agent, and the side-effect of overfitting.
Giving Antigravity Precise Context — Scoping What the AI Touches with @-References
Use Antigravity's @file, @symbol, @folder, and @docs references to scope what the AI reads and edits. Includes a quick-reference table, why scoping still matters in the long-context era, and what to check when @ stops working.
Building Robust Error Handling with Antigravity and Effect-TS
A practical guide to writing Effect.gen and Layer code in Antigravity. Learn how to lift errors into the type system with real-world patterns I used in production.
Antigravity Model Picker Showing No Models — How to Diagnose and Recover
When the Antigravity model selector goes empty and you cannot pick a model, the cause is usually one of four things. This guide walks through each layer with diagnostic commands so you can recover in minutes.
Iterating on AGENTS.md with a Weekly Failure Review — A Loop That Makes Antigravity Smarter
Your AGENTS.md is not done the moment you write it. Here is a weekly retro loop — with templates and concrete before/after examples — for evolving AGENTS.md from real failure logs.
Diagnosing and Fixing HMR (Hot Reload) Failures in Antigravity
A practical, step-by-step diagnostic for hot module replacement failures in Antigravity, covering file watchers, ports and proxies, build-tool config, and editor-specific quirks.
Keep the Wrong Files Out of Antigravity's AI Context — A Practical Guide to Blocking Secrets and Noise
A hands-on guide to keeping .env files, secrets, and build artifacts out of Antigravity's AI context. Lock down sensitive material while reducing token spend and improving response quality.
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.