AI ENGINEERING
Good agents need clear boundaries.
Why permissions, approvals and observable tool calls belong in the architecture.
ENGINEERING NOTES
THINKING IN SYSTEMS.
Practical perspectives on the decisions behind useful software. AI, architecture, automation and the systems that connect them.
.png)
DATA & AI
Better retrieval. Better answers.
A practical starting point for useful knowledge systems.
SOFTWARE
Architecture should leave room to change.
Why the simplest useful system is often the strongest foundation.
AUTOMATION
Human judgment belongs in the system.
Making approval an explicit step in an automated workflow.
DATA
AI-ready starts with well-understood data.
Ownership, access and freshness come before embeddings.
CLOUD & OBSERVABILITY
Observe the whole AI workflow.
Connect application traces, retrieval and model behaviour.
THE NEXT CONNECTION