Five-lane request router
A published ModernBERT classifier that routes requests among five task paths, with its training data, evaluation and tutorial.
Senior Director, Emerging Technology at SalesAi
I build voice and agent systems, measure how they behave, and turn what I learn into tools and guides for other developers.
At SalesAi, I lead emerging technology and designed an AI software foundry used to deliver our Usage and Entitlement Platform. Independently, I publish a request router, agent memory infrastructure, evaluations and a tutorial that other engineers can inspect and run.
A published ModernBERT classifier that routes requests among five task paths, with its training data, evaluation and tutorial.
Shared storage and retrieval for agent observations and context, with a path from raw captures to human-reviewed notes.
An open-source harness and separate plugins that connect Musubi memory to Claude Code, Codex, Grok, Hermes and OpenClaw.

Eighty-four answered exchanges were declined by an agent memory integration, while the monitoring check missed the failure log. How we changed exchange identity and verified a live save.
A small, reviewable knowledge vault can give a coding agent the right architecture and decisions without asking it to trust stale notes over the code.

The enzyme had been seen before. The pattern around it had not.