Building a Complete AI Engineering Team with DSH Agent Presets
Build a multi-agent AI engineering workflow with DSH agent presets.
Engineer's notebook · since 2012
Afa'
Code, Systems & AI
A personal engineering notebook about software, systems, infrastructure, AI and things worth understanding.
Latest articles
All posts →Taking Oremi Izwi to the GPU: What We Learned from a Deep TTS Performance Investigation
A deep performance investigation into moving the Oremi Izwi text-to-speech service to the GPU.
Docker Swarm: How to Fix “error creating vxlan interface: file exists”
Fix Docker Swarm overlay networks failing with 'error creating vxlan interface: file exists'.
Fixing Docker Swarm Startup Failures on Debian 13 Due to Network Timing
Diagnose and fix Docker Swarm failing to start on Debian 13 when the network is not ready at boot.
Installing NVIDIA Drivers and CUDA 12.6 on Debian 13 (RTX 5070)
Install NVIDIA drivers, CUDA 12.6 and Docker GPU support on Debian 13 for an RTX 5070.
Streamlining Git Commits with AI: Using Ollama Commit Extension for Better Conventional Commits
Use the Ollama commit extension to generate Conventional Commit messages locally with an LLM.
The archive
65 articles preserved with their original dates, from 2012 to 2026. No rewriting — just a clear view of what was learned and when.