Tech blog
How we build Forge: notes on private, governed AI for anyone whose data cannot afford to leak, product design, and the thinking behind key features.
The memory a personal agent needs is the memory a business agent can't have
Longitudinal memory is the point of a personal AI agent and a liability for a business one - on harness engineering, governed memory, and auditability.
harness engineeringagent memorygovernanceai agentsContext debt, and how Forge handles it
An AI assistant is only as trustworthy as the documents underneath it. How Forge surfaces context debt, keeps unconfirmed knowledge out of answers, and leaves the judgment to your people.
contextknowledge basegroundinggovernanceBefore you build AI agents, build your organizational memory
Everyone wants AI agents that act, but acting needs organizational memory that is current and confirmed. Why you build the assistant that answers first, then act.
memoryai agentsorganizational memoryknowledge base
