Build, Evaluate, Improve: choose a reading route Try the examples

Areas of work3 themes

Focus

Three routes through the work: build a bounded system, evaluate its decisions, and improve it through experiments.

01Reading route

Architecture & execution

Build an agent

Choose the execution loop, expose useful tools, and bound what can change.

Questions I return to

What belongs in the model, and what belongs in ordinary code?
Which boundaries must remain enforceable when the model is wrong?

Follow this route

02Reading route

Evidence & measurement

Evaluate a system

Define success, score the right things, and test whether the result holds.

Questions I return to

What outcome does the task require?
What evidence would distinguish a real improvement from a lucky run?

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03Reading route

Experiments & learning

Improve what works

Turn a failure into a bounded experiment and preserve what survives review.

Questions I return to

Which failure is worth turning into an experiment?
Which conditions must travel with the resulting lesson?

Follow this route