All Articles
Gemma 4 × Antigravity — Complete Guide to On-Device AI for iOS and Android
A hands-on implementation guide for integrating Gemma 4 into both iOS (Core ML) and Android (TensorFlow Lite / AI Core) with Antigravity. Covers model conversion, quantization, battery management, and app store approval.
Force Gemma 4 to Stay Inside Your Schema: A Production Guide to Constrained Decoding in Antigravity with GBNF, Outlines, and vLLM
A production-grade guide to running Gemma 4 locally in Antigravity while guaranteeing schema-compliant output. Covers llama.cpp GBNF grammars, Outlines with Pydantic, and vLLM guided_json — with concrete Python code and failure-mode fallbacks.
When Antigravity Ignores Your Pasted Screenshots: A Six-Point Diagnostic Guide
Pasted a screenshot into Antigravity and got a text-only reply that ignored the image? Walk through six concrete checks — multimodal model selection, format pitfalls, paste-path differences, and OS-specific quirks — plus a fast sanity-check prompt to confirm whether the AI actually sees your image.
Implementing Antigravity's A2A Protocol — Practical Patterns for Agent-to-Agent Conversation
A hands-on guide to Antigravity's A2A (Agent-to-Agent) protocol. Walks through the minimal two-agent setup and three real-world patterns — fire-and-forget, bidirectional confirmation, and scatter-gather — with runnable samples.
SRE for Antigravity Agents — Taming Probabilistic Systems with SLOs and Error Budgets
AI agents are probabilistic by nature, so running them in production without SRE thinking is risky. This guide applies SLIs, SLOs, and error budgets to Antigravity agents with working code, and shows why the textbook 14.4x burn-rate alert never fires on a loose SLO.
Antigravity × Ollama: Gemma 4 in Your Editor
A hands-on guide to wiring Ollama into Antigravity so you can run Gemma 4 locally. Covers cross-OS setup, endpoint configuration, model sizing, and two measured fallback routers — including why the naive one costs 4.3x when local goes silent, and how to pick a cooldown.
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.
When Antigravity's Terminal Won't Start
When the Antigravity terminal panel won't open, stays unresponsive, or can't find your commands, the fix depends on which layer actually broke. This guide splits the symptoms into three patterns and walks through each recovery path.
LM Studio Not Visible to Antigravity — Diagnosing Port, CORS, and Model-Load Layers
When Antigravity can't see LM Studio's models, the fix is rarely one setting. Walk through the three layers — server port, CORS, and model visibility — and recover cleanly, with the exact commands to verify each step.
Antigravity × Gemini File API: A Production Guide to Feeding Long-Form Media (Video, Audio, PDF) into Your Agents
Feed hour-long videos, podcasts, and book-length PDFs into your Antigravity agents with the Gemini File API. A practical, production-oriented pipeline with timestamped highlight extraction, idempotent uploads, cost accounting, and failure recovery.
Fixing Mid-Stream Cutoffs and Long-Run Freezes When Antigravity Talks to Ollama
When Antigravity connects to Ollama just fine but responses keep dying mid-stream or long refactors hang forever, the fix usually isn't at the connection layer. A focused triage guide for cutoff-class symptoms, with measured numbers, a durable hardening recipe, and a verification loop.
Antigravity × Multi-Provider LLM Failover — A Production Guide for Gemini, Claude, and Local Gemma
When Gemini returns 503, does your agent stop responding? This guide walks through a production-ready router, circuit breaker, and graded fallback design, with code you can paste in today.