Once Models Can Use Tools
Giving models ways to observe, experiment, and communicate changes what they can do. The next question is whether they can recognize missing evidence, decide how to obtain it, and know when to change course.
Infra Sentinel
A macOS desktop monitor for network traffic, local AI-client usage, host resources, remote hosts, and service status.
Symbiont D
A local conversation and information-management service that brings Codex conversations, external inputs, and durable PCP context into one timeline.
Math Workspace
Local tools for long-form mathematical writing, with Markdown manuscripts, stable identifiers, references, proposition dependencies, symbol checks, Lean alignment, and publication exports.
Recent updates
Once Models Can Use Tools
Giving models ways to observe, experiment, and communicate changes what they can do. The next question is whether they can recognize missing evidence, decide how to obtain it, and know when to change course.
Local ClipboardTransfers text, images, and files across a trusted network through a NAS hub.
Papercraft StudioA browser tool for designing train and vehicle papercraft, customising liveries, and exporting unfolded A4 sheets.
Oracles and RagnarokThe AI age has brought us no shortage of gods. Oracles rain from the sky; by midweek, Ragnarok arrives right on schedule.
The Cost of AccelerationMulti-agent work turns a single answer into a continuously running execution system. Cost spreads beyond tokens into networks, storage, compute, service limits, and account reputation.
Occam Has His Work Cut OutWhen agents can read shared code, state, and results directly, structures built for broken context have to earn their keep again. Purpose, boundaries, evidence, and reversibility are harder to cut.