Get sub-10ms recording latency on Linux with PipeWire: quantum tuning, USB audio setup, Bluetooth codec fixes, JACK, and common fault fixes.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
What X and Reddit users are saying about Claude Opus 4.7
How power users on X and Reddit reacted to Claude Opus 4.7: praise for agentic coding, token burn concerns, and teams' practical prompting habits.
OpenAI Codex CLI: the Rust-powered terminal agent taking on Claude Code
A Rust terminal coding agent with OS sandboxing and CI integration. A technical breakdown of its architecture, security model, and Claude Code.
WireGuard site-to-site VPN: 400-500 Mbps on Raspberry Pi
Connect two remote LANs with a WireGuard site-to-site VPN at 400 to 500 Mbps. Covers gateway config, keys, routing, firewall, NAT, and MTU tuning.
Fine-tune Whisper with 3 hours of audio, 30% WER gains
Fine-tune Whisper for domain-specific speech recognition to cut errors by 30-60% using just 1-3 hours of labeled audio and a single consumer GPU.
Structured output from LLMs: JSON schemas and the Instructor library
Instructor patches LLM clients to return validated Pydantic models from JSON schemas. Define output as a Python class, get back typed, checked data.