Independent R&D open-source experiments, projects and technical musings.
// projects
ask the lyrics
active
RAG-powered Q&A over hip-hop lyrics. Ask in plain language, get sourced answers.
ask-the-lyrics agent
active
The content agent behind ask the lyrics. It sources questions, answers them, quality-gates, and auto-publishes the best as social threads.
virtual desktop badge
active
A tiny macOS menu-bar app that shows which desktop (Space) you're currently on. Awesome for those that use many virtual desktops.
agent-deck
active
Contributions to a terminal TUI "mission control" for juggling concurrent AI coding-agent sessions.
openclaw
active
Contributions to a self-hosted AI assistant gateway that routes LLMs across 20+ messaging channels.
agents
active
A self-hosted multi-agent system. A cloud orchestrator delegates to cloud and fully on-device subagents, backed by scheduled automation pipelines.
lil-sis
active
The fully on-device agent. A local LLM on a Mac Studio that runs the household automations, plus the model experiments behind getting agentic crons fast enough.
mining monitor
active
A cron agent that watchdogs a fleet of open-source ASIC solo-miners (auto-restarting dead ones) and reports hashrate, temps, and pool balance.
water monitor
active
A cron agent that pulls smart-meter data, models the tiered water bill, and projects the full billing-cycle total. It also does sprinkler and leak detection.
journal club to iphone
active
A macOS utility that pulls my Journal Club episodes into iCloud Drive, so the audio, a printable write-up, and the original paper land on my iPhone for offline listening.
// latest posts
Getting Journal Club onto my phone
2026-07-18
The water-bill projector code is open source
2026-07-01
Hacking Local LLMs on OSX
2023-11-07
Hacking MetaGPT
2023-10-30
Hacking MemGPT
2023-10-23