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Building an AI Patient Flow Orchestrator
An AI agent that watches a simulated ward, spots looming bed shortages, and proposes ranked fixes for a human to approve — and what building it taught me.
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BFF Architecture on Azure Container Apps
A walkthrough of the Backend-for-Frontend pattern on Azure — single Container App Environment, one external ingress, internal-only backend services, and server-side token handling
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Tutorial: Build an AI Agent from Scratch with Ollama and Python
A from-scratch tutorial that builds a local personal-planner agent in plain Python, backed by Ollama and SQLite. No frameworks. Each section breaks the previous version to motivate
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Tutorial: Build a Local-AI Trello Bot with MCP, Ollama, and Telegram
A step-by-step tutorial for setting up and understanding a fully-local Trello bot. The stack: a Telegram chat surface, an Ollama-hosted LLM, and an MCP server exposing 67 Trello to
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Running Multiple Apps with Traefik, Docker, and Cloudflare Tunnels
How to host five apps on one Mac Mini without cramming them into a single compose file. One shared network, Traefik for routing and TLS, one Cloudflare tunnel.
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Self-Hosting a Full-Stack App on a Mac Mini M4 with Cloudflare Tunnels
How I moved a React + Express + Postgres app off an $11/mo VPS onto a $599 Mac Mini, with Cloudflare Tunnels handling the public-facing parts.
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Building a Scalable PDF AI Analysis Pipeline with Python Microservices, Docker, Groq, and RabbitMQ
PDF analysis pipeline built with Python microservices, Docker, RabbitMQ, and Groq AI for scalable document processing and analysis.
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Building a Private, AI-Driven YouTube Knowledge Base
Turn your YouTube subscriptions into a searchable, private RAG engine — autonomous ingestion with yt-dlp, transcription with faster-whisper, embeddings via Ollama and pgvector, and