Earwig

Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass.

Managing Cyril's Workshop blog posts and devblog via API - creating, editing, publishing, and updating content programmatically

RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers

Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation

Deploy web applications behind Apache reverse proxy on rivsprod01 with relative URLs and proper path configuration

GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.

Audio transcription using local whisper.cpp server with CUDA acceleration. HTTP API for speech-to-text conversion.