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Generic code assistants produce plausible scripts. These produce scripts that pass your review — because they are grounded in a library that already did.
Each generation retrieves the closest reviewed scripts from the library and follows their structure rather than inventing one.
CmdletBinding, parameter validation, WhatIf support, structured logging — the house style is part of the prompt, not an afterthought.
Destructive operations default to dry-run. Broad scopes require an explicit parameter. The generator argues for the safer variant.
Prompts and generations are processed and discarded. Nothing you paste becomes training data or leaves the request.
A note on responsibility. Generated automation is a starting point, not an approval. Read it, run the dry run, and put it through the same review any human-written change gets. The tools are good; your change process is still the thing that keeps production up.
Professional and above can fine-tune the generators against your own reviewed scripts, so output matches your house conventions exactly.