Agent memory, behavioral security, Git at agent scale, and the evaluation and runtime controls that make autonomy useful.

Four themes from Oct 23–29, 2026: agent platform design, enforced agent permissions, trusting evals before models, and systems at scale.

Three themes from Oct 17–23, 2026: a dense security week, agent runtimes and control planes becoming products, and the cost of each agent step.

Four themes from Oct 1–17, 2026: source control and review at agent scale, the agent control plane, agent verification and measuring AI-assisted work.

The skill surface of platform engineering is too wide for any team to cover well by treating everyone as a generalist. The teams that deliver build deliberate specialisation with overlapping breadth.

Team Topologies is not an org chart pattern — it is a cognitive load management strategy with architecture as a side effect. Design teams to produce the architecture you want, not the other way around.

An industry primer on platform engineering, covering organisational vocabulary (Team Topologies, Platform-as-a-Product, paved roads, SRE) and the technical building blocks of a modern Internal Developer Platform.

Delivery teams are your customers. The moment you stop treating them as a captive audience and start competing for their adoption, your platform becomes something engineers choose rather than endure.

An IDP is an opinionated, product-managed abstraction layer that converts developer intent into provisioned, policy-compliant cloud infrastructure — without the developer needing to understand Kubernetes, Terraform, or security policy.

A golden path is not a mandate — it is the best available answer to a question most teams will eventually ask, shipped before they get lost. The difference between a paved road and a mandate is who bears the cost.