Dev Tools
Hands-on articles for building with Gemini developer tools — Gemini CLI, Code Assist, Google AI Studio, editor integrations, and test automation.
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.
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.
Gemini Code Assist Enterprise Deployment & Team Operations: The
A comprehensive guide to deploying and managing Gemini Code Assist at the team and enterprise scale. Covers Google Admin Console rollout, GEMINI.md customization, security hardening, and CI/CD integration.
Building Production AI Data Pipelines with Gemini API and Apache Airflow: A
Learn how to combine Apache Airflow with the Gemini API to build production-grade AI data pipelines. Covers DAG design, error handling, cost optimization, and monitoring with complete Python code examples.
Gemini API × SaaS Revenue Blueprint 2026 — Architecture, Implementation, and Growth from Zero
A complete blueprint for building a revenue-generating AI SaaS on Gemini API. Covers architecture, TypeScript implementation, Stripe billing, Cloudflare Workers deployment, cost optimization, and user acquisition — with production-ready code throughout.
Gemini API on Kubernetes: Deploying Scalable AI Microservices in Production
A complete guide to deploying Gemini API-powered AI microservices on Kubernetes. Covers Dockerization, Secret management, HPA autoscaling, and Prometheus monitoring with production-ready YAML and Python code.
How to Power Your Design Workflow with Gemini and Figma Make
Learn how to automate your design workflow using Gemini API to structure requirements, Figma Make to generate prototypes, and Gemini CLI for code review. The complete guide to design-to-code automation.
Next.js 15 App Router × Gemini API: The Complete Full-Stack
Build production-grade full-stack AI applications with Next.js 15 App Router and the Gemini API. Covers Server Actions, Streaming, RAG pipelines, authentication, rate limiting, and deployment.
Firebase Studio Quickstart Guide: Build Full-Stack AI Apps Fast with Gemini
Learn how to build full-stack AI apps with Firebase Studio and Gemini from scratch. This beginner-friendly guide covers project setup, Imagen 3 image generation, Live API support, and common troubleshooting for 2026's latest features.
Gemini × Rork: Build iOS/Android Apps with AI — 2026
A practical guide to building iOS and Android apps using Gemini and Rork. Learn how to integrate the Gemini API into an AI-generated React Native project — from UI scaffolding to intelligent chat, image analysis, and beyond.
Building Custom MCP Servers for Gemini API — Extending AI Agents with TypeScript
Learn how to build custom Model Context Protocol (MCP) servers in TypeScript and integrate them with Gemini API. Covers architecture, authentication, error handling, and production deployment patterns.
Gemini CLI × A2A Protocol — Remote Agent Integration
Master Gemini CLI's A2A (Agent-to-Agent) protocol for remote agent integration. From agent definition files to HTTP authentication and production deployment on Cloud Run.
Gemini API × React Native Operational Notes — Indie Mobile App in Production
Operational notes from running Gemini API inside a React Native/Expo indie mobile app on iOS and Android: real device pitfalls, AdMob coexistence, Cold Start mitigation, AsyncStorage TTL design, and cost realities at 65,000 monthly requests
Firebase Genkit × Gemini API in Production — Design Choices and Gotchas from a Month of Indie Backend Work
Field notes from a month of running Firebase Genkit and Gemini API behind an indie app review-summarization backend. Flow and Tool design, Cloud Functions vs. Cloud Run, real cost and latency numbers, and seven undocumented gotchas.
Gemini CLI Won't Start or Authenticate? Where to Look First
Fix common Gemini CLI issues including installation failures, authentication errors, and PATH problems with practical solutions.
Gemini API × Chrome Extension — Build a Browser-Native AI Assistant with Streaming and Conversation History
Learn how to build a Chrome Extension powered by Gemini API. Create a Manifest V3 side panel AI assistant with page summarization, translation, and code analysis features.
Gemini API × Playwright — Building an AI-Powered E2E Test Generation System
An advanced guide to building an automated E2E test generation and maintenance system using Gemini API and Playwright. Covers page analysis, test code generation, self-healing tests, and CI/CD integration.
Gemini API Production Notes — Quiet Defenses Against 429, 500, and 503 Under Real Traffic
Operational notes from running Gemini API in production on an indie wallpaper app: exponential backoff, jitter, circuit breakers, token buckets, and model cascades — with the pitfalls I actually hit and measured retry success rates.
Gemini × Android Studio: AI-Powered App Development — Code Assist & Agent Mode
A practical look at Gemini in Android Studio, backed by measurements from indie development. Learn how to choose between Code Assist completion, Agent Mode MVVM scaffolding, test generation, and debugging.
Building Production Full-Stack AI Apps with Gemini API & Supabase
A practical guide to building production-grade full-stack AI apps with Gemini API and Supabase—covering auth, pgvector, Edge Functions, RLS, and cost control, plus the tuning lessons (IVFFlat to HNSW recall recovery, the service_role RLS bypass) you only learn in production.
Notes from Adding a Gemini-powered Chat to a Flutter App I Run Solo — design choices and gotchas across iOS and Android
Working notes from layering Gemini API on top of a Flutter app I've been shipping to iOS and Android as a solo indie developer. Covers monthly cost breakdown (Gemini + Firestore + AdMob), how I recover streamed responses that stall on iOS background, and the practical line for free vs. premium tiering — with code and real numbers.
Building RAG Agents with Gemini × LlamaIndex — From Document Search to Multi-Step Reasoning
A hands-on guide to building high-accuracy RAG agents with Gemini API and LlamaIndex — measured chunk-size comparisons, full hybrid-search and reranking implementations, an evaluation loop, and incremental sync that follows edits and deletions.
Building AI-Powered Android Apps with Gemini API and Kotlin
Integrate Gemini API into a Kotlin Android app with the Firebase AI Logic SDK — from setup through production realities: measured first-token latency, model tiering, on-device fallback, and cost estimation, with notes from real indie-app use.
Gemini 3.1 Pro × Cloud Run: Building Production Serverless AI APIs
Deploy Gemini 3.1 Pro on Cloud Run with SSE streaming, auto-scaling, cold start optimization, and production monitoring — the definitive guide to building serverless AI APIs.
Building an AI Code Quality Pipeline with Gemini API and GitHub Actions — Automated PR Reviews, Security Scanning, and Documentation Generation
Learn how to build a production-grade AI code quality pipeline using Gemini API and GitHub Actions that automates PR reviews, security vulnerability scanning, and documentation generation.
Gemini API × BigQuery: AI-Powered Data Analysis — From Natural Language Queries to Actionable Insights
Learn how to combine Gemini API with BigQuery for natural language data analysis. Covers SQL auto-generation, result summarization, and production-ready patterns with practical Python code examples.
VS Code + Roo Code + Gemini — Building a Blazing-Fast, Free AI Development Environment
The VS Code + Roo Code + Gemini API combo offers the best balance of cost, speed, and accuracy for AI-powered development. Learn setup, mode switching, and real-world tips.
Generating Store-Ready UI Mockups with Google Stitch and Gemini
Learn how to combine Google Stitch and Gemini to efficiently generate UI mockups for App Store and Google Play submissions
How to Auto-Install Design Skills in Your Gemini Environment with Find Skill
Discover how Find Skill automatically detects and installs the right design and UI tools for your project. Optimize your Gemini environment in minutes.
Building a Narration Channel with Gemini TTS and Veo 3.1 — A
Engineer a YouTube narration pipeline with Gemini TTS and Veo 3.1. Implementation details, automation strategy, and cost analysis for daily uploads.
How to Streamline UI Design with Figma × Gemini — AI-Powered Design Review
Learn how to review Figma UI designs with Gemini AI to streamline layout, typography, and accessibility checks. Discover practical techniques for improving design quality efficiently.
Gemini × Google Apps Script — Automate Spreadsheets, Email, and Docs with AI
Learn how to call the Gemini API from Google Apps Script to automate spreadsheet analysis, email summarization, document generation, and other everyday workflows
When Gemini Nano Won't Run — Chrome and Android Have Different Doors
Pasting a Gemini Nano sample often fails. Chrome moved from the ai.* namespace to LanguageModel, and Android's entry point is ML Kit GenAI. Here is what works today, plus the device requirements nobody mentions.
Gemini CLI — Accelerating Development Workflows with Terminal AI
A comprehensive guide to Gemini CLI from installation to practical use. Covers Unix-philosophy piping, comparison with Antigravity IDE, shell script integration, and concrete methods for leveraging AI in the terminal.
Gemini Output Not as Expected? Response Quality Troubleshooting FAQ
7 FAQs to improve Gemini output quality. Fix hallucinations, broken JSON, outdated code, truncated responses, and learn to use System Instructions effectively.
NemoClaw × Gemini — Enterprise AI Agents for Data-Driven Revenue Automation
A practical guide to revenue automation with NVIDIA NemoClaw and Gemini API. Leverage Gemini's search grounding, multimodal processing, and million-token context with NemoClaw's agent orchestration to build data analysis SaaS, content pipelines, and Google Workspace automation.
Gemini + NotebookLM + AdSense Content Automation — Publish Daily Blog Articles
Complete content automation: NotebookLM sources→outline, Gemini writes article, auto-publish to blog with AdSense. Generate monetized content daily with minimal effort.
Google AI Studio 2026 Major Update — Unified Playground, Maps Grounding & Revamped Developer Experience
A deep dive into Google AI Studio's biggest 2026 update: unified Playground, Maps Grounding for Gemini 3, combined Built-in Tools and Function Calling, real-time usage tracking, and more.