Practical engineering insights for modern cloud and AI platforms.
Short notes on platform strategy, observability, security and AI infrastructure designed for engineering teams and technical leaders.
Cloud platform strategy
Guidance on landing zones, multi-cloud architecture and regulated infrastructure design.
Observability & SRE
Notes on operational visibility, reliability engineering and incident-driven platform improvement.
Security & governance
Practical security engineering, policy automation and zero-trust design patterns.
AI infrastructure
Research on AI-ready platforms, MLOps delivery and secure enterprise AI operations.
From the blog
Latest writing
Landing zones that survive an audit
A pragmatic walkthrough of multi-account AWS landing zones built for SOC 2 and ISO 27001 — what to centralise, what to delegate, and where automation pays back fastest.
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SLOs without the theatre
How to define error budgets that engineers actually use, and how to wire them into deployment decisions instead of quarterly slide decks.
Zero-trust network design for hybrid estates
Identity-aware proxies, private service connect and short-lived credentials — a practical pattern set for organisations migrating off perimeter security.
GPU platforms that pay back
Capacity, scheduling and cost controls for shared GPU estates running mixed training and inference workloads across teams.
Terraform modules as a product
Treating internal modules with the same rigour as external libraries: semantic versioning, contracts, deprecation paths and golden-path testing.
Incident reviews that change behaviour
Blameless post-mortems are table stakes. The harder problem is making the actions stick — here's a structure that consistently does.
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