Building a RAG App with Supabase Vector (pgvector) and Antigravity
Learn how to build a Retrieval-Augmented Generation (RAG) app using Supabase's pgvector extension and Antigravity. Covers embedding generation, similarity search, and Gemini API integration with practical code examples.
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.
Google Antigravity May 2026 Updates: New Features and What Changed
A roundup of Google Antigravity's May 2026 updates, written from hands-on use: where each change actually helped and where it tripped me up. Covers AgentKit 2.0, A2A protocol support, local LLM improvements, Gemma 4, and context window expansion.
Maintaining Antigravity Quality in Long-Term Projects — 7 Principles for Session Design and Context Management
Why Antigravity output quality degrades in long-term projects, and how to prevent it. Seven practical principles for agents.md design, session structure, and context management.
Switching from GitHub Copilot to Antigravity: A Practical Migration Guide
A step-by-step guide for GitHub Copilot users migrating to Antigravity. Learn the key differences, how to set up your environment, and how to replace your existing Copilot workflows with Antigravity's more powerful alternatives.
Antigravity Not Detecting Your Python Virtual Environment — A Troubleshooting Guide
Fix Antigravity not recognizing Python virtual environments created with venv, Poetry, uv, or Conda. Learn how to correctly set the interpreter path and avoid the most common configuration mistakes.
Antigravity vs Cursor vs Bolt for Monetization Projects — 2026 Comparison
A practical comparison of Antigravity, Cursor, and Bolt from a revenue generation perspective. Which AI development tool should indie developers and freelancers choose for projects designed to make money?
Debugging Antigravity AI Agents: A Systematic Diagnosis Guide
A systematic approach to diagnosing AI agent failures in Antigravity—covering startup failures, tool call errors, loop detection, and incorrect behavior—with practical debugging patterns for each.
Fixing Node.js Version Mismatch Errors in Antigravity
A practical guide to diagnosing and fixing Node.js version mismatch errors in Antigravity. Covers .nvmrc setup, package.json engines field, Dev Container configuration, and how to make Antigravity's terminal use the right Node version consistently.
Integrating Gemma 4 Into Antigravity — A for Offline and Air-Gapped AI Development
With Apache 2.0–licensed Gemma 4, you can now run Antigravity's agent experience inside confidential or offline projects. Here is the full implementation walkthrough — Ollama/vLLM wiring, Architect/Builder prompt tuning, and production gotchas.
Using Antigravity with Unreal Engine 5: A Practical Game Dev Workflow
Antigravity isn't natively integrated with UE5, but with the right workflow it genuinely speeds up development. Here's how I use it for Blueprint planning, C++ implementation, and shader debugging.
Designing Antigravity's Architect / Builder Mathematically — Agent Design Through the Lens of Search, Classification, and Inference
Antigravity's Architect/Builder split looks suspiciously like the math behind search engines and classifiers. Here is a way to think about agent design using the language of weighting, candidate pruning, and probability — for more stable, reproducible agents.