All Articles
Terraform × Gemini API: Complete Production Infrastructure Automation Guide — IaC Design Patterns for AI Applications on Google Cloud
Automate your entire Gemini API production infrastructure with Terraform. Covers IAM, Cloud Run, Vertex AI, Secret Manager, and CI/CD in one comprehensive IaC design guide.
Gemini API × Cloud Storage: Building a Production Pipeline for 100MB File Processing with Private DB Integration
Learn how to build production-grade file processing pipelines using Gemini API's Cloud Storage integration and 100MB upload support, with GCS buckets, pre-signed URLs, and cost optimization strategies.
Gemini API 503 Service Unavailable Error: Causes, Fix, and Retry Implementation
Learn why Gemini API returns 503 Service Unavailable errors and how to fix them with exponential backoff retry logic. Includes ready-to-use Python and JavaScript code examples.
Automating Accessibility Audits with the Gemini API — A Design That Survives False Positives
Build a WCAG 2.2 audit pipeline with the Gemini API. Separate what can be measured from what needs judgment, then use structured output, baseline diffing, and tiered CI gates to keep false positives from killing the practice.
Auto-Diagnose and Optimize Core Web Vitals with the Gemini API
Learn how to use the Gemini API to automatically diagnose and improve Core Web Vitals (LCP, CLS, INP). Fetch PageSpeed Insights data, send it to Gemini, and get actionable code-level optimization suggestions.
No Suggestions from Gemini Code Assist? Diagnose It by Symptom
Troubleshoot Gemini Code Assist issues by symptom: no inline suggestions, sign-in failures, Outline not showing, low accuracy, proxy errors, and JetBrains plugin problems — with step-by-step fixes for each.
Mastering Gemini 2.5 Thinking Budget — Pro Techniques to Balance Cost and Accuracy
Controlling Gemini 2.5's Thinking Budget in production: task-based settings, a dynamic budget allocation system, and monitoring strategies that cut API costs by up to 70%.
Gemini API × PostgreSQL Complete Implementation Guide — Building an AI-Driven Database Optimization System for Production
A complete production-ready guide to automating PostgreSQL optimization with Gemini 2.5 Pro — covering Text-to-SQL generation, EXPLAIN plan analysis, index recommendations, and schema reviews using Python and FastAPI.
Gemini API SDK Version Mismatch & Install Errors: How to Fix Them
A step-by-step troubleshooting guide for Gemini API SDK install failures and version mismatch errors in Python and Node.js projects.
Gemini 2.0 Multimodal and Live API: The
A deep dive into Gemini 2.0's two flagship capabilities: multimodal processing and the Live API. Covers image, video, and audio handling alongside real-time streaming conversation — everything you need to build rich, interactive applications with the Gemini API.
Gemini API Semantic Router: Implementation Notes for Splitting Flash and Pro Smartly
Implementation notes for building a production-grade semantic router that automatically dispatches Gemini queries between Flash and Pro. Includes Python and TypeScript working code, a two-stage design pattern, and seven implementation insights from running it inside an indie wallpaper app.
What Changed in Gemini During H1 2026: 3.1, Lyria 3, and Gemma 4
A roundup of Google's AI updates in 2026: Gemini 3.1 Flash and Pro, Lyria 3 Pro music generation, Gemma 4 open models, and Personal Intelligence now free for all users.