The Internal Developer Platform Is Becoming the Enterprise AI Gateway
Platform Engineering, Thursday, September 10th, 2026
Alan Shimel argues model access, agent identity, governance and cost controls belong in the internal developer platform.
Alan Shimel contends that AI is the next major platform engineering workload and that governed access to models, inference endpoints, agents, quotas and audit trails should come through the internal developer platform.
Futurum research shows only 18.1% of organizations have mature agent governance while over 84.5% say AI touches more than a quarter of their SDLC work.
Perforce data links platform maturity with AI success, though the author notes these are correlations. He calls for model catalogs, scoped agent identities, token quotas and AI gateways built into the paved road rather than policy documents.