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DataMust Labs

Experiments at the edge of practical data and AI

Field notes from what we are building, testing and learning, including what works, what breaks and what still needs evidence.

Labs documents active experiments. These field notes are observations from the work, not production recommendations or performance benchmarks.

Latest experiments

What we are testing now

In progress
Agentic AI

Can an AI Chief of Staff Build Its Own Team?

Inside our experiment with an AI Chief of Staff that designed and delegated work to specialist agents, including what broke and what we will test next.

Experiment

Agentic organisation design and autonomous task delegation

Hermes Agent
Multica
Multiple LLMs

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