Architecture · Modernisation · AI-assisted delivery
Utrecht, Netherlands
Architecture
field notes.
Latest writing
Notes worth
keeping.
02
Enterprise AI needs a knowledge plane.
Before scaling agents, build the governed knowledge layer they can retrieve from, cite and know when not to trust.
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Enterprise AI
Knowledge architecture
AI governance
01
Validator-clean is not production-ready.
Generated code can compile, pass tests and still carry unresolved decisions. A practical way to make AI-assisted modernisation reviewable without confusing evidence with readiness.
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AI-assisted engineering
Legacy modernisation
Delivery governance
What I write about
Three recurring
questions.
- 01
How do we modernise without breaking the business that still depends on the old system?
- 02
How do cloud platforms stay understandable after the first production release?
- 03
How do we use AI to improve delivery without outsourcing engineering judgement?
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