Field guide for agentic leadership

Learn to lead agentics.

A practical field guide for people learning how to manage agentic workers: outcomes, boundaries, evidence, cadence, attention, escalation, and human judgement.

The shift

AI changes work from doing to directing.

When people use AI well, they are not only producing output. They are setting intent, shaping tasks, judging quality, checking evidence, protecting attention, and staying responsible for what goes out into the world.

That is management. Not management as hierarchy, but management as a human literacy: knowing what good looks like and keeping yourself in the loop.

Field guide

The seven moves of an agentic leader.

Use these as a practical check before giving an agentic worker more autonomy, more context, or more trust.

01

Outcome

Name the north star before asking an agent to move. What result would make the work useful?

02

Role

Say what the agentic is doing, what the human owns, and who is accountable for the final decision.

03

Boundary

Define what it can read, change, publish, spend, remember, or escalate before autonomy gets wider.

04

Evidence

Ask what changed, which sources matter, what is uncertain, and what would make you reject the answer.

05

Cadence

Create a rhythm for review, exceptions, drift, lessons, and decisions that need human judgement.

06

Attention

Protect the scarce thing. Decide where attention belongs instead of letting tools and feeds spend it for you.

07

Escalation

Pause when stakes rise, signals conflict, the pattern is novel, or the decision is not yours to make.

Attention and agency

The work has to contain you.

If all a person does is click the button and accept what comes back, they are not in the loop. The value is in the judgement: what they asked, what they rejected, what evidence changed their mind, and where they chose to put attention.

First steps

Start small, but manage the work properly.

This is not about banning AI or pretending it is magic. It is about showing people how to use it well enough that their own thinking becomes more visible.

Define good

Write three signs of a good answer before the agent produces one.

Brief the work

Give context, audience, constraints, source expectations, and a clear stopping point.

Reject generic

Mark down work that could have come from anyone. Add judgement, taste, evidence, and yourself.

Record judgement

Keep a small trail: what you asked, what you accepted, what you rejected, and why.

Protect attention

Batch interruptions, review exceptions, and ask whether this signal deserves time.