AI

Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.

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.

A Rust terminal coding agent with OS sandboxing and CI integration. A technical breakdown of its architecture, security model, and Claude Code.

Alibaba's sparse Mixture-of-Experts: 35B total parameters, 3B active per token. Q4 quantization runs on a MacBook Pro M5 and matches Claude Sonnet.

Instructor patches LLM clients to return validated Pydantic models from JSON schemas. Define output as a Python class, get back typed, checked data.

Gemini CLI is Google's free AI coding agent with 1,000 daily requests, 1M token context, and 97K GitHub stars. Extend it with custom MCP servers.

MiniMax M2.7 review: 230B Mixture-of-Experts reasoning model with strong benchmarks, self-hosting options, and a tenth the cost of Claude Opus 4.6.