All Articles
Gemini API Won't Connect Through Corporate Proxy or SSL Verification — A Troubleshooting Walkthrough
Your Gemini API script worked on your personal laptop, but the corporate Windows machine just hangs. Isolate proxy, SSL, and certificate issues layer by layer with working Python and Node.js examples.
Gemini API: GEMINI_API_KEY vs GOOGLE_API_KEY — Which One Should You Actually Use?
A practical, SDK-by-SDK guide to the GEMINI_API_KEY vs GOOGLE_API_KEY confusion. Covers precedence rules, the Vertex AI auto-switch, and four real-world traps with diagnostic snippets you can paste into a running app.
Teaching Gemini Your Own Writing Voice: Prompt Design for Solo Creators, and How to Avoid Overfit
Letting AI write for me always produced text that sounded like 'someone else.' Here's how I taught Gemini to keep my voice across articles, plus how I avoid the surprising overfit problem when you feed it too many samples.
GEMINI.md Examples by Project Type — Templates for Next.js, Python, CLI Tools, and Mobile Apps
Your GEMINI.md file directly shapes how smart Gemini CLI feels in your project. Here are battle-tested templates for Next.js, Python, CLI tools, and mobile apps — plus the patterns that make them effective.
Production-Grade Spatial Understanding with Gemini 2.5 Pro: Bounding Boxes and Segmentation Done Right
A production-focused guide to wiring Gemini 2.5 Pro's bounding-box and segmentation outputs into mobile and web apps — covering coordinate normalization, mask decoding, hallucination detection, and automatic fallback to YOLO.
Build a $500/Month Side Income with Google Workspace × Gemini Automation — 3 Ready-to-Sell Templates
Turn Google Workspace automation into a recurring side income by selling Gemini-powered services to small businesses. Includes 3 deployable templates and a pricing blueprint.
Building Local Agents with Gemma 4's Function Calling
Learn how to implement private, on-premises AI agents using Gemma 4's dedicated Function Calling tokens without relying on cloud APIs.
Google's Stitch DESIGN.md Format Goes Open Source — A New Way to Share Design Systems with AI
Google Labs just open-sourced Stitch's DESIGN.md format—a machine-readable specification for design systems. Learn how to use it and why it matters for AI-powered design tools.
Leveraging Gemini API's Cost Advantage for SaaS — How to Undercut Competitors by 50% and Still Profit
A deep analysis of Gemini API's cost structure with practical strategies to build a SaaS that's 50% cheaper than competitors while maintaining healthy margins. Includes P&L simulation and production code.
Building Human-in-the-Loop Workflows with Gemini API — A Production Implementation Guide
Fully automating Gemini API output is risky, but reviewing every response by hand is impractical. This guide walks through a Human-in-the-Loop architecture in three layers — confidence gating, review queues, and feedback loops — at production-implementation depth.
Rotating Gemini API Keys with Zero Downtime in Production
A practical playbook for rotating Gemini API keys without dropping production traffic. Covers dual-key fallback, Cloudflare Workers Secrets, automatic failover clients, and the first sixty minutes of a leak response.
Building Stateful AI Agents with Gemini API and Cloudflare Durable Objects — A
A complete production guide to building a stateful AI agent that remembers conversation history, using Cloudflare Durable Objects, WebSocket Hibernation, and the Gemini API streaming endpoint.