Insights
Field notes from production.
How we think about AI engineering, modernization and engagement models, written by the engineers who do the work.
Engagement models
Forward-deployed engineering or staff augmentation? How to choose
Both put outside engineers in your team. The difference is who owns the outcome, and that decides which one you need.
Modernization
Modernizing legacy workflows with AI: start with the business rules
Most modernization programmes fail on knowledge, not technology. AI changes the economics of recovering what the old system knows.
AI engineering
Evals before demos: how we take AI features to production
A demo shows the best cases. Production sees all of them. An eval suite is how you know which one you have built.
What are we building?
Tell us about the problem. An engineer, not a sales team, will reply.