All Articles
What I Actually Learned Using Gemini 2.5 Pro: Capabilities, Limits, and How to Push Past Them
A practical look at Gemini 2.5 Pro performance across code generation, long-document processing, and reasoning tasks — including observations the official docs don't cover.
Gemini API Multi-Turn Chat Breaking: Chat History Management Pitfalls and Fixes
When building multi-turn conversations with the Gemini API, longer chats cause token overflow, slowdowns, and context loss. Learn how to use ChatSession correctly with practical code examples for managing chat history.
5 Common Gemini API Errors and How to Fix Each One
Hit an error using the Gemini API? This guide covers the five most common issues — invalid API keys, rate limits, wrong model names, context overflow, and blocked responses — with working code fixes for each.
Practical Techniques for Handling Japanese Text with the Gemini API
Learn practical techniques for getting high-quality Japanese text output from the Gemini API. Covers system instructions for style consistency, few-shot prompting for nuance, and long-text chunking — all with working Python code examples.
Gemini API Caching in Production — Operational Notes from an Indie Mobile Developer
Field notes on running Gemini API's Context Caching and Implicit Caching together inside indie mobile apps. Includes working Python code, six months of measured costs from AdMob-funded apps, and seven non-obvious operational pitfalls.
Building Cross-Platform AI Desktop Apps with Gemini API and Tauri 2.0
A practical guide to building macOS, Windows, and Linux desktop AI apps using Tauri 2.0 and Gemini API. Learn secure API key management with a Rust backend, real-time streaming via Tauri's event system, and native OS integration with working production code.
Common Gemini API Errors for First-Time Users — And How to Fix Them
Just grabbed your Gemini API key and hitting errors right away? This guide covers the most common pitfalls in your first hours with the API — from SDK setup and environment variables to response handling and rate limits.
How Solo Creators Are Using Gemini — Real Workflows for Social Media, Translation, and Content Production
Not enterprise case studies — real workflows used by an independent developer and artist for managing multilingual social media, art descriptions, App Store copy, and user feedback.
Building an Automated Content Pipeline with Veo 3 & Lyria 3 Pro API — Mass-Producing Video + Music
Learn how to combine Veo 3 and Lyria 3 Pro APIs to automatically generate and merge video and music from text prompts. Covers setup, production-ready Python code, error handling, common pitfalls, and cost optimization strategies.
Combining Gemini API Function Calling and Search Grounding in a Real-Time Information Agent
A design pattern for using Function Calling and Google Search Grounding together in a single agent. Build practical information agents that combine real-time data retrieval with structured tool output.
Gemini 2.0 Flash Is Being Deprecated June 1 — How to Migrate to 2.5 Flash Now
Gemini 2.0 Flash will be deprecated on June 1, 2026. Here's exactly how to migrate to 2.5 Flash — code changes, key differences, and the common pitfalls to watch out for.
Gemini vs Claude: An Honest Developer's Review After Using Both Daily (2026)
Not which AI is better — but how they differ in practice. A comparison from someone who uses both Gemini and Claude daily for indie development work.