All Articles
Gemini CLI with MCP Servers: A Practical Guide from File I/O to Database Queries
Learn how to connect MCP servers to Gemini CLI for hands-on file operations and database integration. Covers GEMINI.md configuration, filesystem, SQLite, and GitHub MCP with working examples.
Google I/O 2026 Preview — What I'm Watching for in Gemini This Year
Google I/O 2026 is approaching. Based on current Gemini development trends and past announcement patterns, here's what I'm personally expecting — no guarantees.
Gemma 4 and Nemotron 3 Nano Omni: Production Patterns for Japanese Multimodal AI
Gemma 4's multimodal variants and NVIDIA's Nemotron 3 Nano Omni have made local Japanese multimodal AI a real option. Here is a practical production guide for combining them with the Gemini API across cost, quality, and operations.
Mastering Gemini Gems: Custom Instructions Playbook With 25 Production Recipes
Gemini Gems coverage tends to stop at the surface — how to create one. This playbook goes further: the prompt-engineering principles behind effective Gems, plus 25 copy-paste-ready Gem recipes for developers, content creators, and indie founders.
Solving Gemini API Cold Starts — Production-Grade Startup Optimization for Cloud Run, Lambda, and Workers
When you put Gemini API on serverless, the first request takes six seconds. This guide breaks down where the time goes and shows concrete startup-optimization patterns for Cloud Run, AWS Lambda, and Cloudflare Workers — with real numbers, runnable code, and cost trade-off advice.
Gemma 4 26B A4B + OpenCode: Build a Free, Local Coding Agent on Your Mac or Linux Box
Apache 2.0–licensed Gemma 4 26B A4B paired with OpenCode finally puts a local coding agent within reach. Here is the practical setup walkthrough — choosing between Ollama, LM Studio, and vLLM, plus the agent configs I actually use.
Fixing Gemini API 'This Model Is Overloaded' — Retry Strategy and Timeout Patterns
Practical fixes for Gemini API overload errors, timeouts, and slow responses. Includes production-ready exponential backoff, model fallback patterns, and rate limiting code you can drop into your project today.
Gemini 3.1 Pro vs 2.5 Pro: What Actually Changed and Which to Use
A practical comparison of Gemini 3.1 Pro and 2.5 Pro across coding, long-context reasoning, multimodal tasks, and Computer Use — with guidance on when to upgrade and when to stay put.
Gemini for Google Chat: Practical Workflow Guide 2026 — Automate Team Information Overload with AI
A hands-on guide to using Gemini in Google Chat. Learn how to automate thread summaries, generate meeting notes, and build a team FAQ bot — with real prompt examples you can use today.
Gemini API FAILED_PRECONDITION Error: Case-by-Case Diagnosis and Fixes
FAILED_PRECONDITION in Gemini API means 'the current system state doesn't allow this operation.' Learn to diagnose and fix all common causes: billing setup, API enablement, context cache expiry, and model access restrictions.
Gemini Code Assist Outline: What It Is and How to Actually Use It
A practical guide to Gemini Code Assist's Outline feature in VS Code and JetBrains IDEs — what it does differently from the default outline panel, and the workflows where it genuinely saves time.
Implementing Structured Output with Gemini Function Calling — Multi-Tool Design Patterns
A practical guide to reliable structured output with Gemini API Function Calling — covering tool definition best practices, multi-tool coordination, and error handling.