Building an OpenAI-Compatible Research Agent with Thinking Mode
Deep dive into creating a production-ready research agent with LangGraph, streaming support, and OpenWebUI integration featuring collapsed reasoning sections
Articles
Azure DevOps MCP Server with ToolHive Operator
How to run the Azure DevOps MCP Server in Kubernetes using the ToolHive Operator for integration with Open WebUI and other AI tools.
From NGINX Ingress to Traefik: A Forced Migration That Turned Out Better
On November 11, 2025, the Kubernetes community announced the end of Ingress NGINX. The project that had been the de facto standard for routing traffic to Kubernetes workloads for years is retiring in March 2026. No new releases, no bugfixes, no security patches. For me, this meant one thing: time to migrate. Why Ingress NGINX is Shutting Down The story behind the retirement is actually quite sad. Despite its enormous popularity, the project was maintained for years by just one or two volunteers working in their spare time, on evenings and weekends....
I Built an AI That Deploys Real Cloud Infrastructure Just by Chatting With It
How I built an AI-powered system that deploys real Azure infrastructure through natural conversation, running 100% locally with open-source models - no API costs!
F5-TTS Installation Guide for RTX 5070 on WSL2
Prerequisites Windows with WSL2 installed NVIDIA RTX 5070 GPU NVIDIA drivers installed on Windows host Issue Overview RTX 50-series GPUs use CUDA compute capability sm_120, which requires PyTorch with CUDA 12.8 support. Standard PyTorch installations only support up to sm_90, causing runtime errors. Installation Steps 1. Setup Conda Environment # Install Miniconda (if not already installed) wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh source ~/.bashrc # Create new environment conda create -n f5-tts python=3....
Fish Speech Installation Guide for RTX 5070 on WSL2
Complete installation guide for Fish Speech (OpenAudio) with RTX 50-series GPU support on Windows WSL2. Prerequisites Windows with WSL2 installed NVIDIA RTX 5070 GPU NVIDIA drivers installed on Windows host Miniconda/Anaconda installed Issue Overview RTX 50-series GPUs require PyTorch with CUDA 12.8 support due to their sm_120 compute capability. Standard PyTorch installations cause CUDA kernel errors with newer GPU architectures. Installation Steps 1. Create Conda Environment # Create new environment for Fish Speech conda create -n fish-speech python=3....
Building a Production-Ready AFFiNE Docker Image with Custom AI Models
A deep dive into creating a robust Docker build system for AFFiNE with custom AI model support, automated version management, and production optimizations.
Getting AFFiNE AI Copilot Working with Custom Models and Ollama
A complete guide to setting up AFFiNE's AI Copilot feature with custom models, including OpenAI, Anthropic, and experimental Ollama integration.
Building a Robust Backup Solution: Jellyfin MinIO Plugin Deep Dive
How I created an automated backup system for Jellyfin using MinIO object storage and .NET 8 to protect against data loss and configuration disasters.
Self-Hosting a Tuya Power Plug Logger with Kubernetes, InfluxDB & Grafana
How I hacked my Tuya-based smart plug to avoid a €30/year subscription and built a full self-hosted power usage dashboard.