Personalized Push Notifications at Scale: Gemini 3 Pro × Firebase Cloud Messaging for Indie App Developers
If your push notification open rates have plateaued, this guide shows how to combine Gemini 3 Pro with Firebase Cloud Messaging to generate per-user copy. Includes the production architecture, working code, PII guardrails, and real cost numbers from a live indie app.
Building Self-Critiquing Agents with Gemini API: A Production-Ready Guide to Reflection and Critic-Refiner Patterns
A production-grade walkthrough of Reflection and Critic-Refiner patterns with Gemini 3 Pro and 2.5 Flash. Covers implementation, cost guards, over-correction defenses, and monitoring signals from real deployments.
Driving a Browser with Gemini 3 Pro's Computer Use Tool: Implementation and Safety
Master Google's Computer Use Tool in Gemini 3 Pro. Learn browser automation, API integration, production patterns, and safety best practices for building AI agents.
Building an Autonomous Data Analysis Agent with Gemini 3 Pro and LangGraph
Learn how to build a multi-step data analysis agent that autonomously handles CSV parsing, visualization, and report generation using Gemini 3 Pro and LangGraph, with complete code examples.