The Morning My Completions Stopped: Code Was 1.4% of the Repo
When completions stop coming back in Antigravity, restarting the language server often does nothing. Here is how I split the slowness into three layers, counted each one, and asked git whether my ignore patterns were actually matching.
When the JSDoc an AI Wrote Quietly Stopped Matching the Code: Field Notes on Measuring Documentation Drift
AI-generated JSDoc gets written once, looks authoritative, and is then trusted and left to rot. Field notes on hashing function signatures to detect staleness, tracking a drift rate, and fixing only the blocks that actually diverged.
Designing MCP Tool Output So It Doesn't Flood Your Agent's Context
When a custom MCP server returns large results in one shot, your Antigravity agent quietly degrades. Field projection, pagination, resource_link, and an output budget keep context from overflowing — shown with concrete TypeScript and measured numbers.
Collecting Guardrails Across Projects Into One Place — A Thin Wrapper Around the Antigravity SDK
When you copy the same safeguards into every project, you eventually fix one and leave the other stale. Here is a design that builds a single thin wrapper around the Antigravity SDK to centralize cost caps, allowed tools, and output validation — from someone running several apps in parallel.
Keeping TanStack Query v5 Cache Consistency Intact — Invalidation Boundaries, Optimistic Updates, and SSR Traps, Worked Through with Antigravity
A like that snaps back a moment after you tap it; a stale value that lingers when you return from another tab. This walks through the three places TanStack Query v5 cache consistency breaks, with working code for invalidation boundaries, onMutate rollback, and per-request QueryClient isolation.
Antigravity × Gemma 4 API Implementation Guide — Build from Zero with Python & TypeScript
Call Gemma 4 API from Antigravity IDE. Python & TypeScript code examples, streaming, error handling, and Next.js integration — production-ready guide.
Fixing 'Find References' in Antigravity When Results Are Empty or Incomplete
When Find References returns nothing or only some of the call sites in Antigravity, the cause depends on whether the language server or the workspace index is silent. This guide walks through the diagnosis for TypeScript, Python, and monorepo setups.
Antigravity × Stripe Custom MCP Server: Complete Implementation Guide — Autonomous AI-Driven Billing
Build a custom MCP server that wraps the Stripe API, letting Antigravity's AI agents autonomously handle subscriptions, Webhooks, and multi-tenant billing. A complete TypeScript implementation guide for production-grade SaaS billing.
Building Production-Quality React Native iOS Apps with Antigravity
A practical guide to using Antigravity for React Native iOS app development. Covers project setup, TypeScript-typed code generation, common pitfalls, and App Store submission preparation.
TypeScript Path Aliases Not Working in Antigravity: Complete Fix Guide
Fix TypeScript @/ path aliases that aren't resolving in Antigravity. From tsconfig.json paths config to workspace settings and AI suggestion rules, this guide covers every step to eliminate TS2307 errors.
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.
When ESLint and TypeScript Squiggles Disappear in Antigravity: A 5-Point Diagnostic
When the red squiggles in Antigravity stop showing up, you are flying blind. Here is the order I follow to diagnose the cause — TS Server restart, ESLint output log, language indicator, tsconfig include, and AI-edited config recovery.