All Articles
Gemini API Multimodal Input Optimization — Production Techniques to Cut Token Costs for Images, PDFs, Video, and Audio
Cut your Gemini API multimodal token costs by up to 70% in production. Practical optimization techniques for images, PDFs, video, and audio with working Python code examples.
Building Voice Apps with Gemini 2.5 Flash TTS: From Low-Latency Synthesis to Production Optimization
How to build voice apps with Gemini 2.5 Flash TTS. Covers low-latency speech synthesis, expressiveness control, streaming playback, and cost optimization with implementation code.
Mastering Gemini API Streaming Responses — Chunk Processing, Error Recovery, and UX Optimization
A production-grade guide to implementing Gemini API streaming responses. Covers chunk parsing internals, automatic recovery from disconnections, and rendering strategies that create a polished user experience.
Prompt Engineering for Gemini 2.5 Pro: 5 Techniques to Maximize Coding Output Quality
Five prompt design techniques that dramatically improve Gemini 2.5 Pro's code generation quality, with before-and-after comparisons and empirical results.
Gemini API Production Performance Tuning — A Triple Optimization Strategy for Latency, Throughput, and Cost
Learn how to simultaneously optimize latency, throughput, and cost in production Gemini API deployments. Covers Flex/Priority inference, Context Caching, intelligent model routing, and async batch processing with working code and benchmark results.
Building Agentic Systems with Gemma 4: Mastering Function Calling
A practical guide to implementing Function Calling with Gemma 4 for building reliable agentic systems. Learn how Gemma 4 differs from other open models, structured JSON output, and system prompt optimization with code examples.
Gemma 4 MoE vs Dense: Architecture Selection and Performance Optimization Guide
Deep dive into Gemma 4's 26B MoE vs 31B Dense: measured benchmarks, use-case selection criteria, quantization strategies, and deployment configurations from edge to cloud.
Fixing Gemini API 'Model Not Found' Errors: A Complete 2026 Guide
Getting a 'model not found' or INVALID_ARGUMENT error in the Gemini API? This guide explains every cause and fix, including correct model names for 2026 and how to use generativelanguage.googleapis.com properly.
Connecting Gemini Agents with Google's A2A Protocol: Design, Implementation, and Cloud Run Operations
Build cross-framework agent coordination with the Agent2Agent (A2A) protocol and Gemini API. Agent card design, measured comparison of three coordination patterns, and the operational details that matter on Cloud Run.
Gemini API Rate Limits and 429 Handling: Operational Notes from an Indie Mobile App
Operational notes on handling Gemini API rate limits and 429 errors in a production indie mobile app: exponential backoff, adaptive control, multi-key pooling, and Cloud Monitoring integration, all rebuilt after a real incident.
Gemini Advanced Reasoning: Practical Strategies for Solving Complex Problems
A systematic guide to unlocking Gemini Advanced's full reasoning and analysis capabilities — covering Deep Research, multimodal reasoning, code analysis, and mathematical reasoning with real-world prompt strategies and examples.
Claude Mythos Preview: What Anthropic's Frontier AI Means for the Cybersecurity Landscape
A deep look at Anthropic's Claude Mythos Preview, its zero-day vulnerability discovery, Project Glasswing, and what it means for the future of AI security.