situA notebook for the curious.

An independent journal

A small place for
thoughtful things.

Notes on software, systems, and life around technology.
Written from experience. Kept out of curiosity.

Recent writing

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ai

You Cannot Review AI Work Line by Line

At 21.4 billion tokens in one week, I cannot inspect every AI output manually. Review has to be built into the workflow, with human judgment focused where it matters.

5 min read
cloud

Restarting Mycelium

I finally have time to return to Mycelium, revisit the thinking behind the original idea, and rebuild its architecture model with more care.

4 min read
ai

Tickety: An AI Sidekick for ITSM

An old friend asked for an AI sidekick for ITSM. A morning prototype turned into an open-source project, with a live demo now online.

6 min read
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Situ — Independent Technology Notes