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AI Workflow Verification: Why a Successful Automation Run Is Not Enough
A practical framework for checking AI automations after they run: outputs, evidence, handoffs and release gates.
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How Small Businesses Can Use AI: Five Practical Applications
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.
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Agent Skills: The Four Bytes Four Gates Missed
Four gates read the same twenty-two agent skills and none caught four bad bytes. Why coverage comes from changing the mode of inspection, not adding gates.
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What the JetEngine REST API actually reaches
Our note said the JetEngine REST API was gated behind approval. A second route answered 200. What it reaches, its limits, and why the note went…
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The Slide Deck Check That Read Four-Pixel Text
A slide deck check that reads declared font sizes passes text four pixels high. Why legibility and traceability must be measured on the surface readers see.
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Design Tokens Are a Count, Not a Convention
A design token file does not make a system. Why adherence has to be counted off the rendered page, in both themes, and why the only…
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Our content audit measured the wrong surface
A content audit of our own site: three articles failed the same gate after three reviews, and the checker was measuring stored text, not the rendered…
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Why subscription reconciliation closes on a stale number
A subscription reconciliation that never subtracts anything is not one. Why a cycle close must difference twice, and the repair order that survives contact.
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Twelve Parallel Agents Reported Success on Wrong Data
Twelve parallel agents each reported success on a harvest that was quietly wrong. What a slice-level report cannot see, and the reconciliation that can.
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When a payment webhook lies about the money
A payment webhook acknowledgement proves delivery, not durable state. The four surfaces that return success while the money state they imply does not exist.