6 min
Fixing a Path Traversal Vulnerability in image-downloader
How CVE-2026-103648, a critical path traversal (CWE-22) in image-downloader, was reported, fixed in 4.3.1 and covered by a regression test.
The notebook
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Every article in the notebook, newest first.
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11 min
Oremi Ohunerin 4.0.0.b11: Turning Measurements into a Faster and More Reliable Audio Server
A benchmark-driven look at Oremi Ohunerin 4.0.0.b11, covering audio inference performance, WebSocket concurrency, wake-word reliability, decoder isolation, and the French pronunciation study.
7 min
Ṣeto: a small orchestrator for Docker
Orchestrating Docker Swarm and Compose deployments with hardware-aware placement, NFS storage and Traefik integration.
12 min
Updated Sep 2026
Building a Complete AI Engineering Team with DSH Agent Presets
Build a multi-agent AI engineering workflow with DSH agent presets.
18 min
Updated Sep 2026
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.
8 min
Updated Sep 2026
Docker Swarm: How to Fix “error creating vxlan interface: file exists”
Fix Docker Swarm overlay networks failing with 'error creating vxlan interface: file exists'.
2 min
Updated Sep 2025
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.
2 min
Updated Sep 2025
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.
5 min
Updated Jul 2025
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.
3 min
Updated May 2025
Crafting Clear FastAPI Docstrings for OpenAPI: A Human-Centered Approach
Write FastAPI docstrings that produce clear, human-centred OpenAPI documentation.