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AgentHub.ai journal

Notes for your automation practice.

Practical guidance on client work, workflow handoffs and reusable skills.

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  1. 009Reusable workA Workflow Export Is Not a Reusable PackageA JSON file preserves the build. Reuse starts when another operator can connect it, configure it, test it and know what support is included.6 min read
  2. 008RecoveryBefore You Retry a Failed Automation, Check What Already RanA failed run can leave completed actions behind. Check the destination before a retry turns one recovery into a duplicate.6 min read
  3. 007Change recordsClient Automation Change Management: A Closed Ticket Is Not a Client RecordA service desk can close a ticket. It does not automatically preserve what the client approved, what changed, how it was verified, and what the client received.5 min read
  4. 006VerificationA Successful Run Is Not VerificationA green execution proves the platform finished. It does not prove the right record changed or the client got the approved outcome.6 min read
  5. 005OwnershipA Live Automation Needs More Than One OwnerThe person who can edit a workflow is not always the person who can approve a business change or answer when it fails.6 min read
  6. 004Change controlClient Approval Belongs to a Workflow VersionA client's approval covers a defined scope and workflow version. Change the structure, and the old approval may no longer cover what goes live.6 min read
  7. 003Grounded AIAI Answers Should Show Their WorkA confident answer about a live client workflow is not useful unless the operator can see the records behind it and the gaps it could not resolve.5 min read
  8. 002Client proofYour Client Handoff Is Part of the AutomationA Loom video and a final meeting can explain what was built. They cannot keep a client current after the first live change.4 min read
  9. 001Operating recordThe Automation Is Live. Now the Operating Work Starts.For an AI automation agency, deployment is not the end of the job. The real test is how the next request, change, approval, and verification gets handled.5 min read
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