Services

Three fields, one method: measure the process, name what it costs, then change one thing at a time.

Software

Architecture, .NET modernisation, data migrations and engineering management — for systems that are already carrying load.

New services on .NET 10, and existing ones brought up to it without a rewrite.

Off Framework, off Windows Server, onto Linux containers — while the system keeps serving traffic.

Moving to a document store when the access pattern justifies it — and saying so when it does not.

Pipelines that finish, restart cleanly, and tell you when they lied.

A review that ends in a ranked list of what will break first, and what it costs to fix each one.

For a team that is busy every week and shipping less than it used to.

LLMs and agents placed inside a stack that already exists, as a step in a process that runs without anyone watching it.

Using models inside your engineering process — migration rigs, code conversion, review — with the output verified rather than trusted.

Specific hours of routine work every week, identified and then automated — starting with the ones that pay back fastest.

FDM as a production process — part design, material selection and tuning, up to a print that repeats.

For a workshop deciding whether to buy a printer, and what to buy — before it becomes a shelf ornament.

Parts designed for the process that makes them — so they print without a fight and hold up in use.

Choosing the filament for the job and tuning the process around it, until the tenth part matches the first.