You finish with a mission brief, permission matrix, approved plan and the record of one small, reversible run.
Workbook: first agentic pilot
Move from a candidate task to a supervised mission with limits, evidence and a continuation decision.
Delegate a process without giving up your judgment.
Giving an AI a vague goal can accelerate the wrong outcome. Useful autonomy begins by stating what it may decide, what it must escalate and how success is checked.
Choose a case, design the contract, limit tools, approve the plan, observe execution and decide whether to keep, adjust or stop.
Keep the brief, approved plan, exceptions, sources used, result and final decision.
How to use this workbook
Start in class, deepen through practice, and consolidate only with reviewable evidence.
- 01
Frame the caseState the case, desired result and evidence you want to observe.
- 02
Prepare the inputsGather what is needed, acknowledge boundaries and use the three preparation prompts.
- 03
Work in classComplete the essential practice and retain initial evidence.
- 04
Go deeperOpen each detail to review actions, criteria, examples and connections.
- 05
Consolidate and transferMeet the criterion, review the evidence and test the practice in another context.
Personal pilot, visible control
Complete the workbook with an individual mission that has no external effect. Every step leaves a decision and evidence you can review. In this pilot, any execution happens outside the workbook and requires separate authorization.
- Use case
- Organize private notes into a weekly draft without sending or publishing it.
- You are ready when
- You have a repeatable case, its sources and time to review every output.
Inputs
- Three repeatable personal tasks
- Authorized private sources
- A testable result
- A stop condition
Define your case
Write only what is needed to frame the practice. These fields are neither saved nor sent.
Preparation prompts
Go deeper3 · Preparation prompts
Filter the case
Reject sensitive or hard-to-reverse cases.
- Receives
- candidate process list
- Produces
- Short suitability matrix
List three repeatable cases. Assess frequency, stability, failure impact, observability and reversibility. Recommend one and explain why the others should wait.
Inventory evidence
Know which sources may be used and what is missing.
- Receives
- Mission brief
- Produces
- Source and gap inventory
List inputs, sources, rights, definition of done and gaps. Mark the gap that requires stopping or asking.
Bound authority
Separate reading, proposing, approving and acting.
- Receives
- Source package and gaps
- Produces
- Draft permission matrix
Classify each datum, tool and action as allowed, approval required or prohibited. Add owner, reviewer and escalation.
Agentic work
Design a bounded first agentic workflow: clear objective, minimum permissions, plan approval and evidence before expanding autonomy.
Before you begin
Prerequisites
- You have a repeatable case, its sources and time to review every output.
Inputs
- Three repeatable personal tasks
- Authorized private sources
- A testable result
- A stop condition
Limits
- Work with a bounded, authorized case.
- Do not include personal, confidential or restricted data.
- Stop when evidence, permission or an accountable reviewer is missing.
Move from a candidate task to a supervised mission with limits, evidence and a continuation decision.
Prepare
Choose a reversible case, set accountability and limit permissions.
Choose a reversible case
Compare three processes and choose one that supports learning without exposing a sensitive decision.
Go deeperQuality criteria
How to apply it
- Describe each case's input and result.
- Assess stability, failure impact and recovery.
- Write the boundary you do not delegate.
Quality criteria
- The case is repeatable and observable.
- Your decision boundary is explicit.
- Produces
- Suitability matrix with verdict
- Example
- Synthetic example: prepare a weekly draft from private notes.
- Avoid
- Choose for control, not novelty.
- Reflect
- What makes this case appropriate for a first pilot?
- Connection
- The selected case moves to accountability, result and Definition of Done.
Set accountability and result
Name who decides, who reviews and which output may be accepted.
Go deeperQuality criteria
How to apply it
- Write the result in observable terms.
- Assign final decision and review.
- State who retains your final approval.
Quality criteria
- One human decision is unambiguous.
- Final approval remains with you.
- Produces
- Accountability and result card
- Example
- Synthetic example: you accept or reject the draft before using it.
- Avoid
- The agent cannot be owner or approver.
- Reflect
- Who answers if the output looks right but breaks the contract?
- Connection
- The card supports classification of data, tools and actions.
Design permissions and escalation
Grant only the required capability and define what happens at a boundary.
Go deeperQuality criteria
How to apply it
- Classify authorized data and sources.
- Separate reading, proposing and acting.
- Mark the permission you can revoke.
Quality criteria
- Every action has explicit permission.
- You can withdraw every granted permission.
- Produces
- Permission and escalation matrix
- Example
- Synthetic example: may read chosen notes and draft; may not send or delete.
- Avoid
- Technical access is not authorization.
- Reflect
- Which permission can you remove without losing the useful draft?
- Connection
- The matrix feeds the mission brief.
Pilot
Turn the case into a contract, approve the plan and observe a controlled run.
Write the mission brief
Combine objective, context, sources, restrictions and done into one short contract.
Go deeperQuality criteria
How to apply it
- Define role and bounded objective.
- Attach sources and known gaps.
- Bound the Mission Brief to one output.
Quality criteria
- The brief makes the output testable.
- The output has a Definition of Done.
- Produces
- Versioned mission brief
- Example
- Synthetic example: produce a cited weekly draft from authorized notes.
- Avoid
- Avoid vague verbs such as “manage” or “solve.”
- Reflect
- Which phrase could be read as undeclared authority?
- Connection
- The brief becomes a plan subject to approval.
Review the plan before execution
Require a sequence that respects sources, permissions, gates and recovery.
Go deeperQuality criteria
How to apply it
- Link every step to source and permission.
- Place approvals and stop conditions.
- Reject one step outside your contract.
Quality criteria
- Every step fits the brief.
- Every step respects your contract.
- Produces
- Approved, corrected or rejected plan
- Example
- Synthetic example: approve reading and drafting; reject publishing.
- Avoid
- An approved objective does not authorize a defective plan.
- Reflect
- Which step would you change before allowing the test?
- Connection
- Only an approved plan enters the controlled case.
Run and record the pilot
Process one controlled case and retain enough evidence to reconstruct decisions and exceptions.
Go deeperQuality criteria
How to apply it
- Capture inputs and plan version.
- Log decisions, proposed actions and gates.
- Keep the controlled-run record.
Quality criteria
- The log connects input, decision and result.
- The run leaves a reviewable record.
- Produces
- Execution and exception log
- Example
- Synthetic example: keep notes, draft and your verdict; do not send it.
- Avoid
- A fluent output does not prove compliance.
- Reflect
- Could you explain why each step was accepted or rejected?
- Connection
- The log is compared with the definition of done.
Transfer
Compare evidence, decide continuity and revalidate before another context.
Compare against done
Assess compliance, deviations and evidence without rewarding appearance or speed alone.
Go deeperQuality criteria
How to apply it
- Review each done criterion.
- Separate facts, inferences and gaps.
- Issue your verdict with evidence.
Quality criteria
- Every verdict points to evidence.
- Your verdict cites case evidence.
- Produces
- Compliance and deviation table
- Example
- Synthetic example: the draft cites every note but mixes two dates; adjust.
- Avoid
- Do not replace criteria with a general impression.
- Reflect
- Which deviation materially changes the decision?
- Connection
- Deviations move to recovery and correction.
Decide keep, adjust or stop
Close the pilot with a verdict, corrections and accountability.
Go deeperQuality criteria
How to apply it
- Issue one of three decisions.
- Assign correction and review.
- Choose one correction under your control.
Quality criteria
- The decision relies on pilot evidence.
- The correction fits the next test.
- Produces
- Continuity decision
- Example
- Synthetic example: adjust the brief and repeat at the same scope.
- Avoid
- Do not widen scope to rescue a failed pilot.
- Reflect
- What evidence would change your verdict?
- Connection
- Only a keep decision opens design of the next case.
Transfer without scope creep
Reuse the learning and keep the same gates until the new context produces its own evidence.
Go deeperQuality criteria
How to apply it
- Version brief, permissions and checklist.
- State what changes in the next case.
- Test the package without expanding scope.
Quality criteria
- Reused rules and new assumptions are distinct.
- The new case keeps your boundaries.
- Produces
- Governed transfer package
- Example
- Synthetic example: reuse the format for another folder after reviewing sources again.
- Avoid
- A passed pilot does not certify every case.
- Reflect
- Which part of the contract becomes invalid when context changes?
- Connection
- The package feeds the next Masterclass or another bounded pilot.
Expand autonomy only after the pilot passes; otherwise adjust or stop.
Design a bounded first agentic workflow: clear objective, minimum permissions, plan approval and evidence before expanding autonomy.
Transfer challenge: one mission, one decision
Apply the package to a new case and hold scope until its own evidence supports a decision.
- State what stays and what changes.
- Revalidate sources, permissions and plan.
- Close with keep, adjust or stop.
- Evidence
- Versioned brief, approved plan, case log and verdict.
- Review
- Review after one complete case; do not widen scope by calendar.
Closing rubric
Incomplete
Owner, sources, limits, gate or evidence are missing.
Controlled
The case is bounded and evidenced but needs one correction before repetition.
Transferable
Contract, execution, exceptions and verdict can be reviewed and adapted without widening authority.
Playbook
Continue with the next resource in the journey.
Workbook → Playbook