AI Agents

Strip away the branding and an agent is a small loop: call the model, run the tool it asked for, feed the result back, r...

A tool definition is documentation with a schema attached. Write it for a capable colleague who has never seen your syst...

An agent that handles five steps beautifully can fall apart at twenty. The reason is rarely reasoning — it is that the c...

Memory is not a feature you enable. It is a set of decisions about what to keep, what to summarise and what to let go —...

If you already know the steps, do not ask a model to rediscover them on every request. A fixed pipeline with model calls...