AI Agents Need Governance Before They Need Production Access
AI agents can be useful in real business workflows, but only when access, auditability, approval boundaries and accountability are designed before production rollout.
K
Kyluke McDougall 
AI coding needs better specifications, not less architecture
The current spec-driven development discussion is a useful reminder: when AI makes implementation faster, unclear product intent becomes the expensive part.
K
Kyluke McDougall 
The AI agent is not the product
Production-ready AI agents need more than a strong model. They need architecture around context, tools, permissions, validation and operations.
K
Kyluke McDougall