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Learn how to give AI useful memory, set clear boundaries, keep humans at important decision points, and test what happens when a process fails.

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Keith Staggers presenting the Human Approval Gate lesson beside the question Who Approved This?
Human Approval Gate · Free 8-minute lesson

5 Times AI Should Stop Before It Acts

See five decision points where AI should stop and wait for human approval, then get the free guide and worksheet.

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Four-step AI training workflow from real work through practice and guardrails to the next use 02
Five-minute check

Workflow readiness

Check whether one task is clear and stable enough to improve before you build around it.

Check one task
Four-stage workflow handoff showing run, stop, recover, and ownership checks 03
Ten-case test

Workflow testing template

Test normal work, edge cases, and failures before people depend on an AI-assisted process.

Test before you trust it
Build the Workflow, Keep the Judgment workbook cover 04
Workbook and templates

Build the Workflow workbook

Use a plain-English workbook and templates to define memory, boundaries, approvals, proof, and recovery.

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Coming soon · 13 free lessons

Build the Workflow course

A practical course on memory, boundaries, human approval, testing, proof, handoff, and recovery. The complete lesson sequence is in production and is not public yet.

  1. 01Understand the work before using AI
  2. 02Keep the right memory and context
  3. 03Set boundaries and human approval
  4. 04Test, prove, hand off, and recover
Coming soon

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