Insights

Ideas for systems that need to work in the real world.

Engineering perspectives on software, AI, cybersecurity and infrastructure — and what happens where they meet.

FeaturedAI & Automation / Software

AI agents don't replace workflows. They expose the ones that were broken.

The biggest opportunity in enterprise AI often appears before the model does: understanding why the process needed so much human intervention in the first place.

08 OCT 2026 · 3 min read

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02
Cybersecurity / Infrastructure
Security architecture starts before the security tools.
Adding more controls cannot compensate for infrastructure whose trust boundaries were never clearly designed.
08 OCT 2026 · 3 min read
03
Software / Infrastructure
The expensive part of legacy software isn't always the software.
Replacing an old system without understanding the business behaviour built around it can simply move complexity somewhere else.
08 OCT 2026 · 4 min read

Ideas for systems that need to work in the real world.

AI agents don't replace workflows. They expose the ones that were broken.

Security architecture starts before the security tools.

The expensive part of legacy software isn't always the software.