All Articles
Async AI Job Queues with Gemini API and Cloud Tasks — Production Patterns for Timeouts, Retries, and Rate Limits
Migrate synchronous Cloud Run + Gemini calls to a Cloud Tasks async job queue. Covers retries, DLQ, idempotent workers, and cost modeling with working code.
Gemini Personal Intelligence Integration Guide — Building Personalized AI Systems with Gmail and Photos
Complete guide to integrating Gemini Personal Intelligence with Google Workspace APIs. Covers Gmail, Photos, and Drive integration with a privacy-first architecture and a personal AI agent implementation.
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.
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.
Google Cloud Workflows × Gemini API Production Orchestration Guide: Timeouts, Retries, and Cost Control
A complete guide to orchestrating Gemini API calls in production using Google Cloud Workflows. Covers YAML step definitions, automatic retries, timeout configuration, and cost budget alerts with working code examples.
What Gemini Code Assist's Free Plan Actually Gets You: A Clear-Eyed Breakdown
Gemini Code Assist is free for individual developers — but what does that really mean? Here's an honest breakdown of the free plan's quotas, supported features, and how it compares to GitHub Copilot Free.
Integrating Gemini Code Assist into VS Code
Most VS Code developers use Gemini Code Assist with default settings. Learn prompt engineering, context caching, and proper configuration to triple your coding speed.
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.
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.
Gemini Code Assist Outline Stays Empty: Seven Things to Check
Fix Gemini Code Assist Outline not showing suggestions, failing silently, or throwing authentication errors. Full coverage for VS Code and JetBrains—from plugin setup to enterprise IAM configuration.
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.
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.