Building Serverless AI Pipelines with Antigravity: Cloud Run, Pub/Sub, and BigQuery in Production
A complete guide to building production-grade serverless AI processing pipelines with Antigravity, Google Cloud Run, Pub/Sub, and BigQuery. Covers event-driven design, dead-letter queues, retry strategies, idempotency, and automated result storage — all with working code.
Building Production-Quality React Native iOS Apps with Antigravity
A practical guide to using Antigravity for React Native iOS app development. Covers project setup, TypeScript-typed code generation, common pitfalls, and App Store submission preparation.
How I Cut Gemini API Costs by 75% Using Context Caching in Antigravity
A complete implementation guide for Gemini API context caching in Antigravity — with working TypeScript and Python code, real cost calculation examples, and three production-ready patterns to dramatically reduce your API spend.
Building Idempotency Keys and Dedupe Stores in TypeScript with Antigravity
A production guide to designing idempotency keys and dedupe stores in TypeScript with Antigravity — covering Stripe webhook retries, Temporal replays, and the Cloudflare KV / Redis / Postgres trade-offs you actually need to choose between.
Replacing Prompt Engineering with DSPy in Antigravity: A Production Playbook for Self-Optimizing LLM Programs
Replace hand-tuned prompts with self-optimizing LLM programs in Antigravity — DSPy signatures, optimizers, evaluation, and production deployment.
Zero-Downtime Database Migrations with Antigravity: The Expand-Contract Pattern in Production
A complete production guide to running breaking schema changes—type swaps, column renames, table splits—with zero user-facing downtime, using the Expand-Contract pattern with Antigravity's AI assistance.
Antigravity Agent Shadow Mode Production Rollout Guide — A Safer Way to Test New Versions
How to safely roll out new versions of an Antigravity AI agent by mirroring real production traffic to the new version without affecting users — design, implementation and rollout playbook.
An Observability Blueprint for Antigravity Agents in Production
A definitive guide to designing observability for AI agents running on Antigravity in production. Presents a practical framework that unifies traces, metrics, and outcome logs.
Building Validation Loops in Antigravity Agents: 3 Patterns for AI-Verified Output
Make your Antigravity agents verify their own work. This guide walks through three practical validation loop patterns — Self-Verifier, Critic-Approver, and Test-Driven — with working code examples in AgentKit 2.0.
Stateful AI Agents on Antigravity × Cloudflare Durable Objects — One Session, One Instance, One Place to Manage Conversation, Tools, and Cost
How to deploy an Antigravity AgentKit 2.0 agent onto Cloudflare Durable Objects so that conversation history, tool-call state, and token spend live inside a single instance per session — with the actual code and production cost numbers from my own deployment.
Antigravity × Unreal Engine 5 Plugin Production Guide — Designing Reusable Game Systems with AI for Multiple Titles
A production-grade guide to building UE5 plugins with Antigravity. Covers module design, build configuration, AI-friendly code separation, and distribution patterns for reusing one plugin across multiple titles.
Designing Production Incident Runbooks for Antigravity Agents: A Practical Framework from Detection to Recovery
A complete guide to designing incident runbooks for production Antigravity Agents — detection, triage, mitigation, and postmortem, with working code you can drop into your stack today.