All Articles
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.
The Complete Guide to Building AI-Powered iOS & Android Apps with Gemini API 2026 — Image Recognition, Voice Analysis, Chat & Monetization
A comprehensive guide to implementing image recognition, voice analysis, AI chat, and personalization features in iOS and Android apps using Gemini API. Covers architecture design, cost optimization, and monetization strategies every indie developer needs.
Google Agent2Agent (A2A) Protocol × Gemini API Complete Implementation Guide: From Multi-Agent System Design to Production Deployment
A comprehensive guide to building multi-agent systems using Google's Agent2Agent (A2A) protocol and Gemini API. Covers agent card design, task management, ADK integration, streaming, security, and production deployment 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.
Gemma 4 Production Mastery — LoRA Fine-Tuning, Edge Deployment, and Inference Optimization
A hands-on guide to deploying Gemma 4 in production. Covers LoRA/QLoRA fine-tuning, quantization for edge and cloud, building inference pipelines with vLLM and FastAPI, Android deployment, and performance monitoring — everything you need to ship Gemma 4 to real users.
Gemma 4 Architecture Deep Dive— MoE, PLE, 256K Context, and the Gemini Connection
A technical deep dive into Gemma 4's architecture. Learn how Mixture of Experts (MoE), Per-Layer Embeddings (PLE), and hybrid attention enable world-class performance across four model sizes, and how Gemma 4 relates to the Gemini model family.
Google ADK × Gemini API: A Complete Production Masterclass for Multi-Agent Architecture
A comprehensive guide to designing, implementing, scaling, and optimizing multi-agent production systems with Google ADK and Gemini API. Includes battle-tested architecture patterns and working code.
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.