Journal

Essays from the team building the operating system.

On organisational memory, agentic architectures, and the shape of software in the second half of this decade.

Why your AI tool forgets everything — and why that is a fundamental problem.

Most assistants have the memory of a goldfish. Every conversation starts from zero. This is not an annoyance — it is an architectural flaw.

The chatbot era is ending. What comes next is a full operating system for how work gets done — and it changes every layer of the stack.

A fifteen-person SaaS sales team replaced manual CRM updates, follow-up drafts, and meeting prep with Fielded agents. Here is what happened.

Working memory, session memory, long-term memory, departmental memory, cross-organisational insight. Most AI only knows the first.

Proactive AI is not a marketing phrase. It is a shift in how software relates to human work. Here is the technical and strategic reality.