All Articles
What Actually Happens When You Feed Gemini 3.1 Pro Your Entire Codebase at Once
A hands-on report on using Gemini 3.1 Pro's 2M token context window to pass a full mid-size Next.js project in a single prompt. What analysis quality did it actually deliver, and where are the limits? Honest findings inside.
Stuck on Gemini 2.5 Flash API? 5 Common Errors and How to Fix Them
Practical troubleshooting for the 5 most common Gemini 2.5 Flash API issues: model name confusion, thinking_budget misconfiguration, 429 quota errors, structured output failures, and multi-turn context loss — with working code examples.
Gemini API + Python: Sentiment Analysis on App Reviews with Structured Output
A complete Python sample using Gemini API's Structured Output to classify App Store reviews into sentiment scores, categories, and priority levels as typed JSON. Uses Pydantic for type-safe results.
Tips for Using Gemini in Japanese: Practical Techniques for Better Output Quality
Practical tips for improving Gemini's output quality in Japanese. From setting up System Instructions to few-shot prompting and specifying writing style—techniques that actually work.
What You Can Build With the Gemini API Free Tier — Three Starter Projects With Code
A clear-eyed look at the Gemini API free tier limits and what you can actually build without paying anything. Includes three beginner-friendly projects with working Python code.
Gemini API × Kotlin Multiplatform: to Shared AI Logic for iOS and Android
A complete guide to integrating Gemini API with Kotlin Multiplatform (KMP) for shared AI logic across iOS and Android. Covers Gradle setup, Ktor HTTP client, SwiftUI/Compose UI, secure API key management, multimodal image analysis, and production deployment.
Monetizing Gemini API Apps in 2026: Freemium Design, Cost Control, and Retention Patterns
A practical guide for indie developers building revenue-generating apps with Gemini API. Covers freemium boundary design, real cost modeling, rate limiting, and subscription integration with working code examples.
Gemini 2.5 Pro Thinking Mode Masterclass: Code, Debug, and Architecture in Practice
A practical masterclass on Gemini 2.5 Pro thinking mode for code generation, bug diagnosis, and architecture review. Budget optimization, output patterns, cost management.
Gemini 2.0 Flash in Practice: 10 Use Cases Where It Actually Shines
10 practical Gemini 2.0 Flash use cases with real code. Speed, cost, and accuracy aligned—find out where Flash outperforms 2.5 Pro and where it doesn't.
Building a Memory-Persistent AI Assistant with Gemini 2.5 Pro and Google ADK — Complete Guide to SessionService, SQLite Persistence, and Conversation Compression
A complete production guide to building a memory-persistent AI assistant using Gemini 2.5 Pro and Google ADK. Covers SessionService design, SQLite persistence, conversation compression, multi-user isolation, and FastAPI integration with working code examples.
Auto-Generate Code Documentation with Gemini API: README, JSDoc, and OpenAPI Specs in Python
Learn how to use Gemini API to automatically generate README files, JSDoc comments, and OpenAPI specs from your codebase. Python scripts included — eliminate the documentation backlog with AI.
Gemini 2.0 Flash API Practical Guide — Fast, Affordable, and Smart Enough for Most Real-World Use Cases
Gemini 2.0 Flash hits the sweet spot of cost, speed, and quality. Learn how to call it from Python, when to choose it over 2.5 Flash or 2.5 Pro, and how to estimate your API costs with real examples.