A personal exploration of using AI to improve communication confidence, combining traditional coaching techniques with modern technology for private, personalized speech improvement.
How I transformed a clunky two-workflow plus Discord bot setup into something cleaner and easier to manage with Google's ADK, while still letting n8n shine where it's best - predictable orchestration.
A comprehensive guide to navigating iOS browser constraints when building voice-enabled AI applications. Learn about debugging strategies, audio playback workarounds, and technical solutions for Safari and WebKit limitations.
A comprehensive guide to understanding and building Retrieval-Augmented Generation (RAG) systems using LangChain. Learn about core components, scaling challenges, and optimization techniques through a practical Airbnb chatbot use case.
Exploring the power of Google's Agent to Agent (A2A) protocol for building scalable, asynchronous AI systems. Learn how async patterns are foundational for intelligent agent-based applications and why A2A could become the standard for modern AI workflows.
Exploring the promise and challenges of AI-powered therapeutic tools, emphasizing the importance of data sovereignty in sensitive applications like couples therapy. Learn how Google's Agent Development Kit (ADK) can be utilized to build self-hosted agents that keep user data under control.
An automated guest communication system that monitors Airbnb messages with n8n, crafts intelligent responses using Google ADK, and implements human-in-the-loop approval through Slack integration.
An AI-powered tool that analyzes Airbnb listings and suggests improvements for better copy, plus exploring AI-driven professional photo editing to maximize booking potential.
Learn how to build a powerful, scalable chatbot backend using Google Cloud's Vertex AI and Retrieval-Augmented Generation (RAG) techniques. This blog covers the integration of Gemini models, the setup of a RAG corpus, and deploying via Google Cloud Functions, with key insights on overcoming data access challenges.
Learn how to deploy a Next.js application on AWS EC2 with Amazon Linux, Nginx, and PM2. This step-by-step guide is perfect for beginners and covers everything from launching an EC2 instance to configuring Nginx and ensuring continuous application uptime with PM2.