All Articles
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.
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.
Observing Antigravity AI Agents with Langfuse — A Practical Setup Before You Ship
Before you push an Antigravity AI agent to production, wire up Langfuse so you can actually see traces, token spend, and cost. A hands-on guide with real Python code and lessons from the field.
Three Safeguards Every Antigravity Python API Deployment Needs Before Production
Retries, timeouts, and circuit breakers — the three production safeguards you need around your Antigravity Python API calls, with working code for each.
Antigravity × Warp Terminal: One Workflow Across Editor and AI Terminal
A practical guide to pairing Antigravity with Warp Terminal so the editor and shell share the same context — from setup to real-world patterns that saved me half an hour a day.
Building Production-Grade Voice Agents with Gemini Live API in Antigravity — Bidirectional Audio, Screen Share, and Latency Patterns
A field guide for shipping production-ready realtime voice agents with Gemini Live API on Antigravity. Covers architecture, latency, resilience, function calling, and cost governance with working TypeScript.
Google Cloud Vision API + Antigravity: A Practical Guide to Image Analysis in Python
Integrate Google Cloud Vision API with Antigravity IDE using Python. Covers service account setup, .rules configuration, building a FastAPI endpoint, and how to handle the errors that trip up most developers.
Antigravity × Firebase Genkit: Building Production AI Apps—From Flow Design to Deployment
Field notes from building production AI apps with Firebase Genkit and Antigravity: type-safe flow design, RAG pipelines, streaming, schema changes on deployed flows, and deployment—all with working code.
Gemini API Python Error Code Guide — Fixing RESOURCE_EXHAUSTED, SAFETY, INVALID_ARGUMENT in Antigravity Development
A practical guide to fixing common Gemini API Python SDK errors — RESOURCE_EXHAUSTED, SAFETY, INVALID_ARGUMENT, and DEADLINE_EXCEEDED — with real code examples for developers building with Antigravity.
Google Antigravity Python SDK Production Masterguide: Multimodal, Agents, and RAG Pipelines from Design to Deployment
The complete guide to using the Google Antigravity Python SDK in production. Covers multimodal input, tool calling, RAG pipelines, streaming, cost optimization, and Cloud Run deployment with working code examples.
n8n × AI Agents — Self-Hosting Gotchas and Parsing the JSON That Comes Back Broken
Implementation notes from self-hosting n8n with AI agent nodes: which environment variables silently stopped working, how a missing encryption key leaves your credentials undecryptable, and a measured comparison of four ways to extract JSON from LLM responses across 13 failure shapes.