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.
Multi-Agent CI/CD Quality Gate — Automating PR Review, Testing, and Security with Antigravity × GitHub Actions
A complete implementation guide for building a multi-agent CI/CD quality gate using AgentKit 2.0 and GitHub Actions. Covers parallel code review, test generation, and security scanning agents — with production cost management and pitfall solutions.
Stopping Server Action Foot-Guns Before Antigravity Ships Them — Zod, revalidate, and Authorization Built In From the First Draft
Ask Antigravity to write a Next.js Server Action and you'll often get back code with no Zod parsing, no revalidate call, and no authorization check. Here's how to bake those in from the start instead of patching them on later.
Keep the Wrong Files Out of Antigravity's AI Context — A Practical Guide to Blocking Secrets and Noise
A hands-on guide to keeping .env files, secrets, and build artifacts out of Antigravity's AI context. Lock down sensitive material while reducing token spend and improving response quality.
Giving Antigravity Agents Safe Write Access — Production Permission Boundary Design
A practical guide to designing Permission Boundaries that let AI agents safely touch production databases, deploys, and billing APIs — with dry-runs, approval queues, and audit logs.
Mastering Antigravity's `.antigravityignore` — Designing What You Let the AI See
The `.antigravityignore` file controls which files Antigravity's AI agents and indexer can read. This guide walks through how it differs from `.gitignore`, the baseline patterns to start with, and the design decisions that make the agent both faster and safer.
Prompt Injection Defense in Antigravity — A Production Security Playbook for LLM Apps
A practical, code-first guide to defending LLM applications against prompt injection inside Antigravity. Covers direct, indirect, and multi-turn attacks with working Python implementations of a four-layer defense.
Gemma 4 × Antigravity: Build a Local AI Code Review Setup That Never Sends Your Code to the Cloud
Run Gemma 4 locally and integrate it with Antigravity's editor for AI-powered code reviews that keep your proprietary code entirely on your machine.
Antigravity Agent Safety Guide — Preventing Runaway AI and Implementing Guardrails
A comprehensive guide to AI coding agent safety. Learn sandboxing techniques, resource controls, network policies, and defense-in-depth strategies for Antigravity.
Antigravity × AI-Driven Security Audit Automation— Building an Agent Pipeline That Detects and Fixes Vulnerabilities
Learn how to build an automated security audit pipeline using Antigravity's multi-agent system. Covers dependency scanning, OWASP-based code reviews, and CI/CD integration for continuous security monitoring.
How to Safely Manage Environment Variables and Secrets in Antigravity
Learn how to securely manage environment variables, API keys, and secrets in your Antigravity projects. Covers .gitignore setup, Context Files best practices, and team workflows for keeping credentials safe.
Antigravity × Deno 2 Development Guide — AI-Driven Development with a Secure Next-Gen Runtime
A hands-on guide to building with Deno 2 and Antigravity. Learn how to leverage the permission system, npm compatibility, and the Fresh framework with AI-assisted development workflows.