Writing
Method notes on governed workflow automation, validation, and human-reviewed IT operations reporting.
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Reconciliation as a trust primitive
Matching every material number back to its source is one of the cheapest things you can do to make an AI-assisted document trustworthy, and it is often the step that gets skipped.
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Why "just summarize the files" fails for IT operations reports
Handing ticket and uptime exports to a language model produces a fluent IT operations report that is often wrong. Here is the failure mode, and the method that fixes it.
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The checklist I run before any AI-assisted report leaves my hands
Trust in an AI-assisted report comes from the review step, not the model. Here is the actual checklist, scoring rubric, and reconciliation checks I run before one ships.
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Getting value from AI without handing over production credentials
The IT Reporting Workflow Sprint gets useful leverage from sanitized exports without production credentials. For this product, the no-access constraint is a feature.