Articles

Bridging Digital and Physical Worlds
3 D Printing July 19, 2026

Bridging Digital and Physical Worlds

An exploration of the boundary between digital and physical fabrication. From first 3D prints to AI-driven Blender automation, this post examines how state management, deterministic workflows, bidirectional synchronization, and feedback loops shape reliable systems across both software and hardware.

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A Number Line Is Not Just a Number Line
Ed Tech Jun 27, 2026

A Number Line Is Not Just a Number Line

AI can generate explanations, worksheets, and diagrams, but it still lacks a way to represent why a...

Automating Dify Knowledge Ingestion
Homelab Jun 1, 2026

Automating Dify Knowledge Ingestion

This guide demonstrates how to automate document ingestion for a self-hosted Dify Knowledge Base...

Building a Self-Hosted HDB Knowledge Chatbot with Dify
Homelab May 3, 2026

Building a Self-Hosted HDB Knowledge Chatbot with Dify

A practical walkthrough of building a self-hosted, knowledge-driven chatbot using Dify. This guide...

Self-Hosting SigNoz Observability with LiteLLM
Homelab Apr 4, 2026

Self-Hosting SigNoz Observability with LiteLLM

A practical homelab setup for self-hosting SigNoz and LiteLLM on Kubernetes, with...

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Claude Code Meets Self-Hosted Penpot
Homelab Mar 21, 2026

Claude Code Meets Self-Hosted Penpot

Run Penpot inside a Talos Kubernetes homelab, connect it to Claude Code with penpot-mcp, and let AI...

AI-Powered Kubernetes Monitoring with n8n
Homelab Mar 14, 2026

AI-Powered Kubernetes Monitoring with n8n

This post demonstrates how to run a fully self-hosted n8n automation platform on a Talos Kubernetes...

HA Talos Kubernetes Homelab with Self-Hosted Draw.io and MCP
Homelab Mar 7, 2026

HA Talos Kubernetes Homelab with Self-Hosted Draw.io and MCP

This post documents my homelab setup built around a highly available Talos Linux Kubernetes cluster...

Blender MCP for n8n
Blender Feb 28, 2026

Blender MCP for n8n

Blender MCP for n8n is a Model Context Protocol (MCP) bridge that allows n8n AI workflows to...

Engineering a Narrative Multiverse
Gemini 3 Feb 8, 2026

Engineering a Narrative Multiverse

Living Storybook explores what happens when storytelling is treated as a system rather than a stream...

Voice-Native Document Intelligence
Voice Ai Dec 27, 2025

Voice-Native Document Intelligence

VoiceDoc Agent is a voice-native document intelligence system built for the AI Partner Catalyst...

Autonomous DeepAgents for HDB Insights
Deep Agents Dec 7, 2025

Autonomous DeepAgents for HDB Insights

This post demonstrates how to build an autonomous DeepAgents-powered pipeline that performs intent...

Building a LangGraph Multi-Agent System
Lang Graph Nov 23, 2025

Building a LangGraph Multi-Agent System

This post walks through building a complete multi-agent system using LangGraph—from a simple...

ADK Web Multi-Agent System
Google Adk Nov 2, 2025

ADK Web Multi-Agent System

This blog post details how I built a multi-agent system using Google’s ADK, powered by...

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