Homen Shum

Agent reliability · human and agent collaboration

An agent's claim that it finished is worthless unless the proof could have failed.

I build tools that make agent work inspectable: shared rooms where people and agents edit the same state, runtimes that record receipts, and configurable gates that check declared completion criteria.

  1. 01agent says done
  2. 02run it
  3. 03gate can fail
  4. 04proof

Rooms and products

Where people and agents work on the same state.

Agent runtime and memory

What an agent reads, remembers and records.

Proof and quality

Checks, task corpora and protocols for reviewing agent work.

Build kits and specs

Starting points for the next agent application.