AT Achille TugloField Notes

Architecture · Modernisation · AI-assisted delivery

Utrecht, Netherlands

Architecture
field notes.

Notes worth
keeping.

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.

Read article
AI-assisted engineering Legacy modernisation Delivery governance

Three recurring
questions.

  1. 01

    How do we modernise without breaking the business that still depends on the old system?

  2. 02

    How do cloud platforms stay understandable after the first production release?

  3. 03

    How do we use AI to improve delivery without outsourcing engineering judgement?

Have a system that
needs to hold up?

Email me Selected work