Journal / 03
Notes for better decisions.
Architecture, delivery and public procurement. Drawn from practice, without search-engine filler.
From raw photos to a multichannel inventory: designing a robust ingestion pipeline
An architecture retrospective on a pipeline that identifies objects from photos, prepares their listings and keeps their lifecycle in sync across several marketplaces.
Design reversibility before publishing the procurement
Reversibility becomes real when it is described as an operable, tested, and funded capability.
Frame a digital product under regulatory constraints
Start from decisions, evidence, and responsibilities instead of turning every constraint into a feature.
Recovering a digital programme in drift
Six decisions that restore a deliverable trajectory without adding another governance layer.
Making software handover last
"A successful handover is not played out in the final month: runbook, reproducible environments, a maintenance cadence and dependency updates that hold no fear."
Exchanging secrets without compromising them
"API keys, database access, certificates: the practices for passing secrets between teams, contractors and clients without finding them in a history three years later."