// Insights

Perspective for leaders accountable for
platform investment & AI delivery.

No hype. No vendor talking points. Honest analysis from 18 years of building platforms that engineering organisations actually run on.

Platform Engineering Coming soon

Your Kubernetes cluster is not an Internal Developer Platform

Most organisations confuse owning Kubernetes with owning a platform. Here's what's missing — and why the gap shows up on engineering throughput, hiring cost, and time-to-market as the team grows.

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LLMOps Coming soon

LLMOps on Kubernetes: what your platform needs before your first production LLM

Running a language model in production is not a Python script problem — it's a platform problem with cost, security, and accountability implications. The infrastructure checklist your engineering org needs before the first LLM goes live.

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DevEx Coming soon

DORA metrics, translated for the board: what to actually do with them

DORA metrics tell you how fast and reliably your engineering organisation ships. Your platform either accelerates or limits every one of them. How to use DORA as a platform investment lever — and a credible business case.

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AI Infra GDPR Coming soon

Running LLMs without sending data to OpenAI: a guide for EU companies under GDPR

GDPR and AI ambition don't have to conflict. A practical, board-defensible approach to self-hosted LLMs — inference stays in your cluster, in your region, under your control, with a cost model your CFO can read.

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📝 More articles coming

Publishing regularly on Platform Engineering, LLMOps, Backstage, GitOps, and AI infrastructure for regulated industries.

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