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.
Instruction Drift in Scheduled Agents — A Three-Layer Design for Keeping Definitions, Docs, and Reality Aligned
Scheduled agents keep logging success even after their instructions diverge from reality. Here is the three-layer drift-detection design — definition, documentation, reality — I built after silent failures in my own operations.
Half-Automating CHANGELOG.md From git log With Antigravity — A Solo Developer's Decision Log
You opened your code from six months ago and forgot why you made that change. A common solo-dev problem. Here's a half-automated workflow that uses Antigravity to draft CHANGELOG.md entries straight from your git log, with a working shell script.
Antigravity × Obsidian — Growing Code and Knowledge in the Same Place
A practical workflow for connecting the code you write in Antigravity to a growing Obsidian knowledge base. Record architecture decisions, accumulate bug patterns, and bring that context into every new AI session.
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.
Mastering API-First Development with Antigravity — Auto-Generate Code, Tests & Docs from OpenAPI Specs
Learn how to leverage Antigravity's AI agents to build a complete API-first development workflow — from OpenAPI specification design to automated code generation, testing, and documentation.
Antigravity × Context7 MCP — Auto-Inject Up-to-Date Library Docs into Your AI
Connect Context7 MCP to Antigravity and automatically inject the latest documentation for React, Next.js, Supabase, and more into your AI context. Stop getting outdated code suggestions and dramatically improve generation accuracy.
Antigravity × AI-Powered Documentation — Build an Automated Doc Generation Pipeline from Your Codebase
Learn how to build an automated documentation pipeline using Antigravity's AI agents. From JSDoc/TSDoc parsing to Markdown output and CI/CD integration, this guide covers practical workflows for keeping your docs in sync with code.