All Articles
Antigravity × Local LLM (Ollama / LM Studio / LM Link): A Production Connection Playbook
Getting Antigravity to connect to Ollama, LM Studio, or LM Link is the easy part. Running on that setup for eight hours a day, week after week, surfaces disconnects, model-swap hangs, stale sessions after lunch, and VRAM pressure from other processes. This playbook covers hardening the connection layer, picking the right backend for the task, and designing the fallback path for when local goes silent.
Antigravity Retry Stuck in a Loop? A Triage Guide That Actually Breaks It
Pressing retry in Antigravity feels like it should eventually work, but sometimes the same failure keeps coming back with only tiny variations. This guide names the three modes the retry loop falls into, walks through a triage flow, and gives you a rule of thumb for when to stop retrying and start intervening.
Using Antigravity's Retry Feature Wisely — A Smarter Way to Resume Failed Agent Runs
Antigravity's Retry button is not a reroll. This guide explains when retry actually helps, how to prepare context before retrying, and when you should stop retrying and start a fresh session.
Antigravity's April 2026 Quota Relief — What Pro and Ultra Users Can Finally Do
Google expanded AI Studio quotas in April 2026, and Antigravity got the same relief. A developer-eye view of what actually changes for paid subscribers.
Cutting Antigravity Agent Costs in Half Without Sacrificing Quality — A Practical Optimization Playbook
Running Antigravity agents full-time can drive your API bill up fast in the first month. Across four sub-agents in my own production setup, I cut monthly token consumption almost in half while keeping quality identical. Here is the before/after breakdown, the model-routing break-even, and the mistakes I made along the way.
I Tried Google's Veo 3 — What It Can Do, What It Can't, and Whether It's Worth Your Time
An honest first look at Veo 3 from someone who builds apps and creates content. What actually works, what doesn't, and where indie developers and creators might find real value right now.
Getting Maximum Value from Antigravity Ultra — Credit Management to Ultra-Exclusive Features
Complete guide to maximizing Antigravity Ultra ($249.99/month). Covers the credit system mechanics, Ultra-exclusive feature implementation, quota crisis prevention, and ROI calculation for making the upgrade decision.
Fine-Tuning Gemma 4 in Practice: From Google Colab to Vertex AI
A practical guide to fine-tuning Gemma 4 with QLoRA on Google Colab (free GPU) and Vertex AI. Covers dataset preparation, 4-bit quantization, LoRA adapter configuration, training, and inference — with working code throughout.
An Honest Year with Antigravity — A Review from a Developer Who's Also an Artist
What a year of daily Antigravity use actually looks like from someone who does both app development and art — the genuine strengths, the real frustrations, and why I keep using it.
Three Months of Shipping Apps with Antigravity — An Indie Developer's Honest Report
A candid three-month record of using Antigravity to ship features continuously as a solo developer. What worked, what didn't, and the specific techniques that made the difference.
Fine-Tuning Gemma 4 with Apple Silicon and MLX
An M3 Max fine-tunes Gemma 4 27B with LoRA in about 40 minutes. A Colab-free MLX setup: memory sizing, rank vs. scale, overnight runs, base-vs-tuned evaluation, and Ollama.
google-genai SDK with Antigravity: Python Quickstart Practical Guide
Use the google-genai SDK to call Antigravity from Python. Install, authenticate, generate text, use multimodal inputs, stream responses, and handle errors—all with code.