When Antigravity's AI Fails on Large Files: Practical Solutions for Context Limit Challenges
When Antigravity's AI gives wrong suggestions or ignores parts of your files, context window limits are often the real culprit. This guide covers diagnosis, file splitting, AGENTS.md optimization, and step-by-step workflows that actually work.
How to Fix Package & Module Errors in Antigravity [2026 Guide]
Learn how to diagnose and fix package and module errors in Antigravity-generated code. This practical guide covers Cannot find module errors, version conflicts, path alias issues, and TypeScript declaration problems.
Gemma 4 on Antigravity: Complete Debugging Guide for Errors and Performance Issues
Gemma 4 not loading, running too slowly, or producing poor output on Antigravity? This complete guide covers VRAM requirements, quantization settings, multimodal failures, and inference speed optimization — everything specific to Gemma 4's architecture.
Antigravity Agent Says 'Done' But Nothing Changed: 5 Causes and How to Fix Them
When Antigravity's agent claims it made changes but your files look exactly the same, here's how to pinpoint the cause in under 5 minutes and actually fix it.
Antigravity Local LLM Not Connecting: Four Causes to Check First
Can't get Antigravity to connect to your local LLM? This guide covers all four failure patterns — Ollama not running, LM Studio server not started, VRAM issues, and macOS firewall blocking — with diagnostic commands and step-by-step fixes.
Fixing Antigravity When Files Are Missing or the Agent Can't Access Your Project
Practical troubleshooting guide for when Antigravity's agent can't find your project files, workspace detection fails, or indexing breaks. Covers .antigravityignore, permissions, and context overflow.
VS Code & Cursor AI Extensions Not Working: How to Fix Authentication Errors and Unresponsive Completions
Fix VS Code and Cursor AI extension issues including authentication errors, connection failures, and unresponsive completions with step-by-step troubleshooting for GitHub Copilot, Codeium, and more.
Complete Gemma 4 × Antigravity Troubleshooting — From Installation to Multi-Agent Debugging
Comprehensive guide to troubleshooting Gemma 4 with Antigravity. Learn installation fixes, quantization tuning, multi-agent communication debugging, AgentKit 2.0 integration, and performance optimization.
Antigravity Multi-Agent Design: 7 Common Pitfalls and How to Fix Them
Deep dive into 7 critical multi-agent design pitfalls: context sharing failures, loop detection misconfiguration, timeout issues, race conditions, credit inefficiency, error propagation, and async debugging. Includes observability patterns and production-ready templates.
AgentKit 2.0 Multi-Agent Collaboration Failures: Complete Recovery Guide
Diagnose and recover from AgentKit 2.0 multi-agent failures—deadlocks, orchestrator loops, silent sub-agent failures, and context contamination. Includes production-ready code for fault-tolerant agent system design.
Antigravity Agent Not Following Instructions: How to Fix Task Misunderstandings
When your Antigravity agent misunderstands instructions or drifts off-task, the fix is usually in how instructions are structured—not in the code. Learn agents.md design, task granularity, and context management to keep your agent on track.
Fixing Antigravity Ollama Connection Errors
Can't connect Antigravity to your local LLM (Ollama)? This diagnostic guide walks through every possible cause — ports, firewalls, model configs, environment variables — with step-by-step fixes.