Firehose for 3 December 2025
Repositories cover agentic AI reporting and local infrastructure: an MCP example for long-form report generation, an MCP server for saving files to a NAS over NFS, and documentation for running local inference on AMD GPUs. Other work covers smart home Halacha, prompt experiments comparing speech cleanup approaches, and a dataset of captioned Israel photographs.
GitHub Repositories
5 repos created
- All About MCP GitHub · MCP server Example repository for agentic AI generated long form report generation
- AMD AI Server GitHub · Documentation Local AI inference server for AMD GPU users
- Save To NAS MCP GitHub · MCP server An MCP server for saving files and folders to a local NAS over NFS. Eliminates repetitive steps when transferring data to NAS storage.
- Smart Home Halacha GitHub · Tool Notebook on Halachic dimensions of smart home usage and Home Assistant
- Voice Cleanup Prompt Experiment GitHub · Prompt collection Testing various permutations in system prompting for raw audio transcript cleanup and comparing multimodal ASR vs. the STT + LLM approach
Datasets
1 dataset created