A Daily Slack Digest of Six Apps' Store Reviews, Built with Gemini Flash
How I built a Cloud Run + Gemini Flash ETL that translates, classifies, and prioritizes 30–80 daily store reviews across six apps and posts them to Slack — cutting my review triage from 60 minutes to 12, for about $4 a month.
Auto-generating Japanese and English Release Notes from git log with Gemini API — A Real Implementation from Beautiful HD Wallpapers v2.1.0
I realized I was spending 1–2 hours per release writing notes in multiple languages. Here's how I automated that with Gemini API and git log — tested on Beautiful HD Wallpapers v2.1.0, with code you can run today.
Automating App Store and Google Play Review Replies with Gemini API — The 8-Second Rule I Discovered the Hard Way
A practical implementation record of automating multilingual app review replies using Gemini API, based on managing apps with 50M+ cumulative downloads. Covers the undocumented 8-second wait rule that Apple's API silently enforces.
Building a B2B Business Automation SaaS with Gemini 2.5 Pro Function Calling — Revenue Blueprint
A complete guide to building and selling B2B business automation SaaS using Gemini 2.5 Pro Function Calling. Covers API architecture, multi-tenant design, pricing strategy, and the sales process that closed first contracts within 3 weeks of demo.
Gemini CLI with MCP Servers: A from File I/O to Database Queries
Learn how to connect MCP servers to Gemini CLI for hands-on file operations and database integration. Covers GEMINI.md configuration, filesystem, SQLite, and GitHub MCP with working examples.
Automate Contact Form Handling with Gemini API — Classification, Priority Scoring & Slack Alerts
Build a Python system that automatically classifies incoming contact form submissions using Gemini API, scores their priority, and sends structured Slack notifications — ready to deploy today.
Build a $500/Month Side Income with Google Workspace × Gemini Automation — 3 Ready-to-Sell Templates
Turn Google Workspace automation into a recurring side income by selling Gemini-powered services to small businesses. Includes 3 deployable templates and a pricing blueprint.
Build an Auto-Documentation Pipeline with Gemini API and GitHub Actions
Tired of outdated docstrings and READMEs? This guide shows you how to build a CI pipeline that uses Gemini API and GitHub Actions to automatically suggest documentation updates on every Pull Request.
Building a Git Commit Message Generator with Gemini API — A Python Developer's Guide
Build a Python tool that reads git diffs and generates meaningful commit messages automatically using the Gemini API. Includes working code, clipboard integration, and Git hook setup.
Building an Automated Content Pipeline with Veo 3 & Lyria 3 Pro API — Mass-Producing Video + Music
Learn how to combine Veo 3 and Lyria 3 Pro APIs to automatically generate and merge video and music from text prompts. Covers setup, production-ready Python code, error handling, common pitfalls, and cost optimization strategies.
Building an AI Document Assistant with Gemini 2.5 Pro — Analyze PDFs, Images & Text to Auto-Generate Markdown Reports
Learn how to use Gemini 2.5 Pro's File API and multimodal capabilities to batch-analyze PDFs, images, and text files, automatically generating structured Markdown reports. Includes complete, runnable Python code.
Google Forms × Gemini API: Automated Response Analysis — Sentiment Analysis, Theme Extraction & Report Generation
Learn how to connect Google Forms with the Gemini API to automatically perform sentiment analysis, theme extraction, and report generation on survey responses. Includes complete Apps Script and Python implementation code you can deploy today.