Engineering notes
Write only when there is something useful to keep.
Short field notes from product work—focused on the decisions, failure modes and implementation patterns that survive beyond a demo.
0 published notes · 3 topics in preparation
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Notes in preparation
These are topic previews, not published articles. No invented dates or reading times.
01
Notes coming soon
Designing AI output an application can reject
A planned engineering note about schemas, sanitisation, review states and keeping deterministic rules outside the model.
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Notes coming soon
Preview, commit and rollback for catalogue imports
A planned field note on making bulk WordPress and WooCommerce data changes visible before they become permanent.
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Notes coming soon
Moving PDF analysis off the request path
A planned workflow note about queues, workers, progress states and recoverable document-processing jobs.
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