A stylized blueprint of servers and neural network nodes overlapping.

AI Infrastructure Hiring Is Converging: What It Means for Engineers

AI infrastructure hiring is converging into a single, hybrid discipline that blends platform engineering, MLOps, and distributed systems. This post breaks down what skills are merging, what the new job descriptions look like, and how engineers can position themselves.

September 5, 2026 · 9 min · 1909 words · martinuke0
A stylized rack of GPU servers with glowing circuit pathways representing the emerging AI infrastructure discipline.

AI Infrastructure Is Becoming the Next Major Infrastructure Discipline

AI infrastructure is crystallizing into a distinct discipline — one with its own hardware, scheduling, and observability stack. This post breaks down the layers, the patterns in production, and the skills engineers need to build it.

September 5, 2026 · 10 min · 1978 words · martinuke0
Abstract diagram of a service scaffolding platform with multiple microservices branching from a shared template repository.

Inside TikTok's HarnessDev: How They Made Scaffolding for Microservices Scale to 6,000+ Services

TikTok’s HarnessDev turns microservice scaffolding into a versioned, policy-aware platform. Here’s what it does, why it matters, and what platform teams can borrow from it.

September 5, 2026 · 10 min · 2001 words · martinuke0
Abstract diagram of Kubernetes pods with fault injection overlays

Architecting Chaos Engineering Workflows with LitmusChaos in Kubernetes Production Clusters

A practical guide to building production chaos engineering workflows with LitmusChaos, covering control plane architecture, experiment design, GitOps integration, and blast radius control.

September 3, 2026 · 11 min · 2183 words · martinuke0
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