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.
Semantic Caching for LLM Responses in Antigravity — A Production Guide to Cutting Costs by 80% with Similarity-Based Reuse
A production guide to building a semantic LLM response cache with Antigravity, pgvector, and Gemini. Covers threshold tuning, production pitfalls, monitoring metrics, and runnable implementation code.
Antigravity Background Agent Advanced Guide — Task Design, Parallel Execution & CI/CD Integration
From Background Agent internals to task design, AGENTS.md optimization, git worktree parallel execution, GitHub Actions integration, and cost management — everything you need to transform Background Agent from a novelty into a production workhorse.
Maximizing Development Speed with Antigravity × Gemini 2.5 Flash: A Practical Guide
A practical guide to using Gemini 2.5 Flash in Antigravity IDE. Learn when to use Flash vs Pro, how to save credits, and how to build a faster iteration workflow.
Antigravity × AgentKit 2.0 × Gemma 4: Cut API Costs by 80% with a Local Multi-Agent System in Production
A complete implementation guide to combining AgentKit 2.0 with locally-run Gemma 4, cutting cloud API costs by 80% while maintaining production-grade quality. Covers hybrid LLM routing, fault tolerance, and cost monitoring.
Gemma 4 Implicit Caching in Antigravity: Cut Your Credit Costs by 40% Without Changing a Line of Code
A practical guide to leveraging Gemma 4's Implicit Caching in Antigravity. Learn how to structure your projects to dramatically reduce credit consumption when working with large codebases.
Maximizing Antigravity AI Credits: March 2026 Pricing Edition
Master Antigravity's new credit system with strategies for Pro and Ultra plans. Learn to optimize spending across Gemini Flash, Pro, and Claude models.
Antigravity AI Credit Optimization — Practical Strategies to Maximize Output While Minimizing Costs
A deep analysis of Antigravity's new AI credit system. From understanding credit consumption patterns to cost optimization strategies, this guide helps you get maximum output on any budget.