BURT CONSULTANTS
Topic

infrastructure

10 pieces tagged “infrastructure”.

Briefing

Assembling a cost-efficient AI infrastructure stack layer by layer.

Spheron maps AI infrastructure into seven layers. Understanding each layer helps teams buy only what they need and avoid duplicating capabilities.

aiinfrastructurearchitecturecost
2 min read
Briefing

A production checklist for Kubernetes GPU workloads.

Running GPU workloads on Kubernetes requires more than scheduling pods. The Good Shell's checklist covers drivers, partitioning, queues, Spot GPUs and autoscaling.

kubernetesgpumlopsinfrastructure
2 min read
Briefing

A pragmatic ladder for adopting Kubernetes-native MLOps.

KodeKloud's 2026 consensus stack shows how Kubernetes-native tools can bring MLOps into production. The trick is to adopt them in stages rather than all at once.

kubernetesmlopsinfrastructurekubeflow
2 min read
Data Stack

Archaeology of the data stack

Cron from 2010, dbt from 2020, dashboards on top — the joins held together by one person's memory. Every data stack is the receipts of past constraints.

datainfrastructuredbt
9 min read
Briefing

Hiring for AI in 2026: why MLOps engineers are the new unicorns.

AI hiring is shifting from research roles to production engineering. MLOps specialists are now the hardest people to recruit, and the gap says a lot about where value really sits.

aimlopshiringinfrastructure
3 min read
Briefing

Mistral Workflows and the case for durable AI orchestration.

Mistral's Workflows launch shows why durable orchestration matters: separating the plan from the execution keeps AI pipelines reliable, observable and sovereign.

aiorchestrationinfrastructuredata sovereignty
2 min read
Briefing

Why Kubernetes is now the foundation of enterprise AI infrastructure

Kubernetes has become the default operating system for AI workloads in 2026, driven by fractional GPU sharing, multi-cluster GPU pooling and the need to manage heterogeneous infrastructure.

aikubernetesinfrastructuregpu
3 min read
Briefing

Connected Intelligence and the workplace: what SMEs should prepare for

Cisco's 2026 workplace forecast predicts people, data and AI agents working side-by-side. For smaller firms, the practical question is what network, identity and workflow changes to put on the roadmap now.

aiinfrastructureleadership
2 min read
Briefing

Why MCP's move to neutral governance matters for UK firms

Anthropic has donated its Model Context Protocol to the Linux Foundation's new Agentic AI Foundation. For UK businesses adopting agentic AI, neutral governance reduces platform risk.

aigovernanceinfrastructurestandards
2 min read
Briefing

MLOps in 2026: from experiments to production value

Eight MLOps trends are reshaping how organisations move AI from experiment to production: pipeline automation, cloud-native operations, real-time AI, observability, governance and edge deployment.

aimlopsinfrastructureengineering
2 min read

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