Firehose for 17 April 2026
Audio transcription accuracy under MP3 bitrate compression is the subject of a new evaluation and its accompanying audio dataset. Agent tooling for Linux desktop management covers a debugging plugin, a local-first SQLite ops workspace, and planning notes. A benchmark index and a prompt-based episode suggester round out the work.
GitHub Repositories
6 repos created
- Audio Understanding Bitrate Eval 0426 GitHub · Evaluation Empirical eval: how MP3 bitrate affects transcription accuracy across every audio-input LLM on OpenRouter (Gemini, GPT-Audio, Voxtral, MiMo). April 2026.
- Claude Linux Desktop Manager Notes 0426 GitHub · Documentation Planning repo for how Claude Code (or any agentic CLI) can be used to manage a Linux desktop / server: capturing Daniel's raw notes, refining them, and layering in analysis so a workflow emerges over...
- Desktop Ops Workspace Template GitHub · Agent plugin Per-machine SQLite ops log workspace paired with linux-desktop-plugin. Local-first memory for Claude-driven Linux desktop management.
- Linux Debugging Plugin GitHub · Agent plugin A Claude Code plugin for debugging Linux desktops — targeted journal/boot/log inspection skills, plus an idempotent installer that instruments the system with the proactive logging tools needed to...
- My Benchmarks GitHub · Evaluation Index of benchmarks authored by Daniel Rosehill: ASR, audio understanding, image generation and local inference
- Weird Prompts Episode Suggester GitHub · Prompt collection Episode suggestion generator for My Weird Prompts.
Datasets
1 dataset created