Platform Engineering's Moment Of Truth
Platform Engineering, Monday, February 9th, 2026
As AI-native infrastructure raises the stakes, platform engineering is moving from a supporting role to a core business capability. Execution quality, leadership alignment, and operating models are now the difference between acceleration and stagnation.
AI-native workloads are fundamentally changing the job of platform engineering teams by introducing far more dynamic, decentralized and difficult-to-control infrastructure environments than traditional cloud-native deployments.
'It brings more 'chaos' - infrastructure management becomes much more fragmented,' says Pavlo Baron, CEO of Platform Engineering Labs. 'Enforcing a single workflow or a manually managed source of truth that classic IaC requires is not possible.'
He points out changes happen through all kinds of paths - tools, ClickOps, APIs - and it is more necessary than ever to stay in control, for example, by using solutions that eliminate drift automatically.