Writing

An orchestrator routes work and synthesizes results, and in synthesizing it quietly decides between agents. AIDRA puts authority at the merge point.

This week, five organizations in New Zealand and Australia posted jobs titled "AI Governance" — not AI Strategy, not Enterprise Architecture. Here is what those job descriptions are missing, and how AIDRA fills the gap.

AI-native team redesigns keep adding new job titles and calling it done. The actual failure mode sits at the decision boundary. Here is what changes when you apply AIDRA to team design instead of headcount.

Decision rights models assume human decision-makers. AI agents breach that assumption silently. Here is how to extend decision rights to cover autonomous actors before the first ungoverned decision becomes a production incident.

Security is treated as a gate at the end of delivery. It should be an architecture property designed into three distinct boundaries. Here is the model that fixes the friction between security and delivery.

The architecture fitness function literature solved code-level governance. It never made the claim that the board itself becomes optional. Here is the missing argument — and the economics that prove the board is the slower and more expensive option.

Most platform teams build internal products their engineering teams never chose. Platform adoption is not a marketing problem. It is a product governance problem. Here is the model that fixes it.

Most organizations evaluate private cloud and HCI platforms by running a technical POC. The POC passes. The platform fails. The reason is structural — and fixable. The Platform Fitness Evaluation Model (PFEM) tells you what to measure instead.

Developer experience is not about making developers happy. It is about controlling the conditions that determine delivery output. Organizations that treat DX as a perk have removed the control system from their delivery engine without knowing it.

Observability is not a monitoring add-on. It is an architectural constraint. Systems built without observability baked in cannot be understood, cannot be governed, and cannot be improved. The OSAF model tells you exactly where your architecture is blind.