Head-to-head coding benchmarks of Phi-4 Mini, Gemma 3 4B, and Qwen 2.5 Coder 7B on an RTX 5070: scores, VRAM usage, and editor integration steps.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
AI-powered log analysis: find anomalies in server logs with local LLMs
Use local LLMs with Ollama to analyze server logs, detect anomalies, and find root causes. No cloud, no data exposure, far cheaper than Datadog.
Automate code reviews with local LLMs: a CI pipeline integration guide
Automate code reviews in your CI pipeline using local LLMs on self-hosted runners. Review pull requests with GPU hardware and Ollama, no APIs.
Debian router with nftables: CAKE SQM reaches 15ms latency
Build a Linux router with an nftables firewall, dnsmasq DHCP and DNS, and CAKE traffic shaping to cut bufferbloat and keep latency near zero.
FastAPI webhook bot: GitHub and Gitea automation
Build a Python FastAPI bot for GitHub and Gitea webhooks. Covers verification, routing, auto-labeling, PR enforcement, one codebase for both.
Run Home Assistant in a Proxmox VM for maximum flexibility
Run Home Assistant OS as a Proxmox VM in under 30 minutes with USB passthrough for Zigbee and Z-Wave, automatic snapshots, and resource tuning.






