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Insights

Notes from workingon difficult software

Practical writing on small releases, recovering stalled builds and keeping systems useful after launch.

A person places an orange review marker on one stage of a paper workflow beside finance documents.
AI in finance9 min read

Which finance workflow should become an AI agent first?

A practical way to choose a valuable, testable finance workflow without giving automation more authority than it can safely carry.

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Factory operators inspect a stopped production station while completed components wait beside the line.
Manufacturing operations9 min read

How much is production loss costing your factory?

Use one month of downtime, speed and reject data to estimate lost hours, output and contribution margin without counting the same loss twice.

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A small assembled metal prototype beside a much larger unfinished component.
Delivery6 min read

Why the first slice should be uncomfortably small

Small releases show where the plan is wrong before the budget has disappeared.

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Blue and grey Ethernet cables plugged into a numbered network patch panel.
Rescue7 min read

How to rescue a stalled build without rewriting everything

Start with the failure mode, not the loudest feature request.

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An engineer inspects a physical sample with a loupe beside a tablet displaying charts.
AI6 min read

Where AI earns its place, and where it should stay quiet

Use AI to compress the work around judgement. Do not outsource the judgement.

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An engineer checks an open server rack in a quiet data centre.
Ownership7 min read

Go-live is where ownership starts

The real test is what happens after users, edge cases and Monday morning arrive.

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