AI Workflow Verification: Why a Successful Automation Run Is Not Enough
Use this AI workflow verification checklist to confirm execution, validate the generated artifact, and inspect the published destination before release.
Research · AI · Automation · WordPress
Many of the guides are case studies of what broke when we put AI to work on this site. Every one is written by an automated system from sourced claims and published only after independent automated checks.
Start here
Hand-picked first reads, not the newest posts.
Use this AI workflow verification checklist to confirm execution, validate the generated artifact, and inspect the published destination before release.
A practical guide to using AI in small businesses, with five use cases, a 30-day adoption plan, privacy safeguards, and a customer service example.
A practical field guide to Crocoblock and JetEngine for AI-built WordPress, covering CPT versus CCT, REST publishing, filters, compatibility, and verification.
Topics
Largest first. Each topic page has an overview, a start-here list and every guide in it.
How the guides are made
From the site’s method page. The checks are automated; no human editor reviews the guides.
A language model drafts each guide only from claims in a verification store, each with a source and a confidence label.
A grounding guard stops drafts with too little verified material; an independent judge, a different model, scores the draft and blocks it below the threshold.
Publishing is read back to confirm it landed. Every guide says it is AI-generated and was not reviewed by a human editor.
Recently published
The newest guides, newest first. Every guide in date order is on the blog.
Use this AI workflow verification checklist to confirm execution, validate the generated artifact, and inspect the published destination before release.
A practical guide to using AI in small businesses, with five use cases, a 30-day adoption plan, privacy safeguards, and a customer service example.
Four inspection gates checked 22 agent skills but missed four incorrect bytes. This case shows why teams need different verification methods, not simply more checks of the same kind.
JetEngine's REST API exposes two routes with different authentication behavior. Learn what the live endpoint tests proved, and where reads and writes stop.
A slide deck passed its checks despite four-pixel text. Learn to measure rendered legibility at delivery resolution and verify citations against their exact source spans.
Design tokens need measurable adoption, not just a shared file. Learn how to audit rendered components across light and dark themes and identify styling inconsistencies.
Membership · in preparation
For example the evidence record from the verification guide, as an editable template. Price and terms are published before sign-up opens.
Template preview
Evidence record – one workflow release
From the free guide “AI Workflow Verification: Why a Successful Automation Run Is Not Enough”.
Ebizapple Books
Longer guides to practical AI work, still being written. Covers are working drafts.
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