Insights
Notes on apps, AI, architecture, and delivery reality.
A running stream of build notes and systems thinking: consumer software, AI workflows, integration boundaries, cloud delivery, product tradeoffs, and operating reality.
-
RAG approval paths: where human override becomes the architecture
RAG approval paths: where human override becomes the architecture The first place enterprise AI initiatives fail is rarely the model endpoint. They fail…
-
AI readiness scorecard: retrieval confidence, tool access, and human override before production
AI readiness scorecard: retrieval confidence, tool access, and human override before production The first place enterprise AI initiatives fail is rarely…
-
AI agent approvals: retrieval confidence and human override in the same architecture review
AI agent approvals: retrieval confidence and human override in the same architecture review The first place enterprise AI initiatives fail is rarely the…
-
Internal links help people and AI search understand architecture expertise
Internal links help people and AI search understand architecture expertise The first place enterprise AI initiatives fail is rarely the model endpoint….
-
AI search changes how architects should write service pages
AI search changes how architects should write service pages The first place enterprise AI initiatives fail is rarely the model endpoint. They fail at th…
-
Semantic search is useful only when records are trustworthy
Semantic search is useful only when records are trustworthy The first place enterprise AI initiatives fail is rarely the model endpoint. They fail at th…
-
ExpenseJournal field note: AI extraction needs confirmation, not blind automation
ExpenseJournal field note: AI extraction needs confirmation, not blind automation The first place enterprise AI initiatives fail is rarely the model end…
-
Risk register vs architecture diagram: why modernization teams need both
Risk register vs architecture diagram: why modernization teams need both Integration work starts getting expensive the moment a team says ‘we’ll sort th…
-
Architecture decision memo: what it should force before funding is committed
Architecture decision memo: what it should force before funding is committed Integration work starts getting expensive the moment a team says ‘we’ll sor…
-
Integration boundary map: a practical artifact for messy modernization programs
Integration boundary map: a practical artifact for messy modernization programs Integration work starts getting expensive the moment a team says ‘we’ll…