All Articles
Antigravity vs Cursor vs Bolt vs Lovable — An Indie App Developer's Honest Cost and Quality Comparison
A six-month real-world comparison of Google Antigravity, Cursor, Bolt, and Lovable for indie app development. Actual monthly costs, code quality for App Store submissions, implementation speed, and a project-type framework for choosing the right tool.
Antigravity vs Lovable (2026): What I Learned After Building the Same App Twice
A hands-on comparison of Antigravity and Lovable — two AI tools that both write code, but serve very different needs. If you're a solo developer wondering which to pick, this breakdown will help you decide.
Vibe Coding × Local LLMs — Offline AI Development with Foundry Local and Ollama
Describe what you want to build in plain English, and let AI write the code—no programming knowledge required. Learn how to set up offline AI development with Microsoft Foundry Local and Ollama for maximum privacy and control.
Antigravity vs Cursor vs Bolt — Which One Actually Helps You Ship Apps?
An honest comparison of Antigravity, Cursor, and Bolt from an indie developer who actually uses all three. Includes a use-case-based decision guide for choosing between them.
A Daily LM Studio Workflow in Antigravity
A practical guide to making LM Studio your everyday model provider inside Antigravity — how to pick a model, wire up the OpenAI-compatible server, and survive the small surprises that come with daily use.
Memory Budget Design for Embedding Gemma 4 in Mobile Apps
When embedding Gemma 4 into a mobile app, peak memory during inference — not the model file size — becomes the real bottleneck. A memory budget design based on measured values, plus a device-tier switching strategy.
Running Multiple Gemma 4 LoRAs in Production — A Practical Guide to Merging and Dynamic Adapter Switching
You've trained three LoRAs on Gemma 4 — one for summarization, one for translation, one for code review. Now the real question: how do you serve them in production without tripling your GPU bill? This is my working notebook on merging and dynamic switching, written with Antigravity alongside.
Prompts Are Assets: Building a Production-Grade Prompt Management Platform with Antigravity — Versioning, A/B Testing, and Quality Evaluation
A hands-on implementation guide for treating prompts as first-class code — with versioning, A/B testing, and automated quality evaluation. Design patterns and working code for running AI agents on Antigravity with safe, continuous prompt improvement.
Tuning Gemma 4 for Yourself — A Realistic LoRA / QLoRA Workflow on a Solo Developer's Budget
Full fine-tuning of Gemma 4 is out of reach for most individuals, but LoRA / QLoRA makes personalization realistic on a solo budget. This guide walks through data prep, training settings, evaluation, and wiring the result into an Antigravity workflow — from hard-earned practical experience.
Building Japanese NLP Apps with Gemma 4 in Antigravity — Summarization and Sentiment Analysis
Learn how to use Gemma 4's strong Japanese language capabilities in Antigravity to build Python apps for text summarization and sentiment analysis, with step-by-step code examples.
Running Gemma 4 Locally with Antigravity — Model Sizing, Ollama Tuning, and Keeping It Stable
Wiring Gemma 4 into Antigravity through Ollama, from picking a model size that fits your machine to the GPU tuning that actually moves the needle — plus what to do when responses crawl or memory gives out.
Gemma 4 Production Fine-tuning Complete Guide — Dataset Design, QLoRA Optimization, Evaluation Pipeline & Cloudflare Workers Deployment
A complete guide to fine-tuning Gemma 4 with QLoRA for production use. Covers dataset design, evaluation pipelines, and deploying to Cloudflare Workers AI — all within Antigravity, with fully working code examples.