Blogs

Notes from inside the transformations.

What worked, what broke, and what we would do differently. Written by the engineers who were in the room.

Jun 2026·Evals
Your eval set is lying to you
Offline scores drift away from production reality quietly — how to notice it before your users do.
01
Apr 2026·Deployment
Week eight is a production date, not a demo
How we scope an engagement so the system is carrying real load before anyone books a steering-committee review.
02
Feb 2026·Governance
The audit trail is the product
In regulated sectors the hard deliverable is not the model — it is showing exactly why it answered the way it did.
03
Nov 2025·Forward deployment
What a forward-deployed engineer actually does all day
Mostly listening, some plumbing, very little modelling — a week-by-week account of an embed that worked.
04
Aug 2025·Ownership
If you can't export it, you don't own it
A checklist for working out whether your AI stack belongs to you or to whoever invoices you for it.
05
May 2025·Agents
Most agents are a cron job with better marketing
Before you build an autonomous anything, check whether a queue, a schedule and one good prompt do the job.
06

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Notes from inside the transformations.

Your eval set is lying to you

Week eight is a production date, not a demo

The audit trail is the product

What a forward-deployed engineer actually does all day

If you can't export it, you don't own it

Most agents are a cron job with better marketing

We want your hardest problems.