When Antigravity Skips Parts of a Long Attached PDF — and a Gate That Forces It to Cite Sources
How to handle the case where Antigravity answers confidently from a long attached PDF but quietly skips a clause. With working code: a prompt that forces citations, and a gate that verifies each cited quote actually exists in the PDF.
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.
Why Antigravity's Agent Keeps Referencing the Previous Repo After You Switch Projects — Diagnosis and Fix
When Antigravity carries leftover state from your previous project into a new one, the agent confidently edits files that don't belong to the current repo. Here's how to diagnose and prevent that context bleed.
Resolving AGENTS.md Precedence Conflicts in Antigravity Monorepos
When you place AGENTS.md in both the repo root and a subfolder, Antigravity merges them — but the agent often follows the wrong one. Here is how the precedence actually works, with concrete patterns to remove the conflict.
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.
Antigravity × Monorepo Development Masterclass — Optimize AI Context in Nx & Turborepo Environments for Seamless Cross-Package Changes
A deep-dive guide to maximizing Antigravity in Nx and Turborepo monorepos. Covers per-package AGENTS.md design, cross-package type-safe refactoring, AI-optimized build pipelines, and team-level workflow standardization for large codebases.
Antigravity Context Design Guide— Make AI Actually Understand Your Project with AGENTS.md and Knowledge Items
Learn how to design project context so Antigravity performs at its best. Covers writing AGENTS.md, building Knowledge Items, sharing context across teams, and improving suggestion quality incrementally.