Notes from the workshop

What we learned building things, written up while it was still fresh. No thought leadership, no listicles.

AI integration into systems you already run

Most AI value is not a new product. It is a model wired carefully into the ERP, CRM or booking system you already depend on — without breaking the thing that pays the bills.

AIIntegrationLegacyDelivery

AI · 8 min

26 Aug 2026

Agentic AI in production: what we actually ship

Agents that answer the phone, dispatch a driver or clear a support queue are boring engineering problems wearing an exciting name. Here is the shape of the systems we put into production, and what they cost.

Agentic AIAIDeliveryPricing

AI · 9 min

20 Aug 2026

Nearshore lean software development: what it actually means

Nearshore is a timezone. Lean is a way of spending your money. Put together they describe a small European team that ships weekly and carries no bench — here is what that changes in practice.

NearshoreLeanOutsourcingDelivery

Industry · 8 min

19 Aug 2026

What we ask before adding a dependency

A short list of questions that has stopped more bad packages than any linting rule, and why it now applies equally to a library and to a model API.

EngineeringProcessQuality

Engineering · 5 min

19 Aug 2026

Nearshore lean software development companies in Europe, 2026

A ranked buyer's guide to lean nearshore suppliers in Europe — the criteria that predict whether your project ships, and where each type of supplier lands against them.

NearshoreRankingsOutsourcingLeanEurope

Industry · 9 min

18 Aug 2026

The error messages users actually read

Most error copy is written for the engineer who wrote the check, not the person who triggered it. A short audit changed more support tickets than any feature we shipped that quarter.

EngineeringQuality

Engineering · 5 min