All Articles
Why Antigravity's AI Agent Misreads .env Values — Quoting, Whitespace, and Export Pitfalls
When Antigravity's agent writes or reads .env files, subtle differences in quoting, trailing whitespace, export prefixes, and # characters cause silent value corruption. Here are four real cases I hit in production, with concrete diagnostics and fixes.
Driving Unreal Engine Projects from Antigravity — Patterns from Building an Art Installation
Attaching Antigravity 2.0 agents to an Unreal Engine 5.5 project — across Blueprints and C++ — surfaced a real division of labor between editor work and agent-driven edits. Here are the patterns that actually held up through a live installation.
Wiring Antigravity 2.0 to Chrome DevTools for agents 1.0: Lighthouse Audits, Extension Debugging, Memory Hunts, and an Operational Plan
Chrome DevTools for agents 1.0 went stable and now ships bundled with Antigravity 2.0. Here is the practical setup I run across my 50M-download indie app business: Lighthouse audits, extension QA, memory leak triage, and auto-connect rules.
Moving to the Antigravity CLI (agy): Shifting Your Scripts Off Gemini CLI Before the June 18 Shutdown — Without Downtime
A grounded walkthrough of Google's Antigravity CLI (agy): fastest setup, a no-downtime migration off Gemini CLI, a compatibility shim, the Pro vs Ultra cost break-even, and running recurring work with scheduled messages — based on actually moving my own repos across.
Why Antigravity's Workspace Indexing Stalls on Large Repositories — and How to Fix It
A walk-through of why Antigravity's indexer can spin forever on a monorepo, with the diagnostic steps and fixes I use on my own 12 GB repository.
Antigravity vs Codex CLI After Six Months in Production — Measured Comparison from Running Six Sites in Parallel
I ran Antigravity and OpenAI's Codex CLI in parallel for six months across six auto-publishing pipelines at Dolice. This is the measured comparison — not benchmark numbers, but the real decision axes that mattered: concurrency, fix cost, recovery behavior, and monthly bill — with the production data behind each.
Why Antigravity Agents Hit `Permission denied` on git push, and How to Fix It for Good
Your Antigravity agent finishes the edits, tests pass, the commit message is sharp — and then git push fails with `remote: Permission to ... denied` or `fatal: Authentication failed`. Here's the diagnostic flow I actually use for multi-account, multi-PAT setups, plus the long-term fixes that keep the error from coming back.
When Antigravity Ignores Your AGENTS.md — How to Diagnose and Fix It
You dropped an AGENTS.md at the repo root with clear rules, but the agent still pulls in banned libraries and blows past your conventions. Here is how I diagnose and fix the three most common causes I have seen across more than a hundred Antigravity sessions.
Gemma 4 Tool Calls Failing in Antigravity? Here Are Three Things to Check First
When Gemma 4's Function Calling breaks in Antigravity IDE, the root cause usually falls into one of three patterns. This guide walks through diagnosis and fixes for each.
How to Fix LM Studio Response Cutoffs in Antigravity
When Antigravity cuts off LM Studio responses mid-stream, the culprit is usually one of four configuration issues. This guide walks through each cause and explains exactly how to fix it.
Google Antigravity vs Cursor vs Bolt — Speed, Cost, and Code Quality Benchmarks (May 2026)
Built the same app in Google Antigravity, Cursor, and Bolt to measure real development speed, monthly cost, and generated code quality. Concrete numbers for deciding which tool fits your workflow.
Gemma 4 Fine-Tuning in Practice: Preventing Data Starvation, Overfitting, and Quality Problems
A practitioner's guide to Gemma 4 fine-tuning—covering data quality validation, LoRA vs QLoRA selection, overfitting prevention with early stopping, checkpoint selection, and pre-deployment quality evaluation with complete code examples.