Technical Excellence

AI writes code faster. We help your team ship it safely.

Agile and AI only pay off when releasing is small and safe. We coach engineering teams in the practices that make that true, on their own code.

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Why it matters now

AI can make a team better, or make a mess faster

AI is an amplifier. Google's DORA research found it makes strong teams stronger and struggling teams worse.

More code is not better code

As AI use rose, DORA found delivery stability fell. Without good habits, mess builds up faster than before.

It can sound sure and be wrong

In one study, experienced developers were slower with AI while believing they were faster. Confidence is not evidence.

Like any team member, it needs to know what good looks like

Tests, a clear Definition of Done and small releases are the constraints that keep AI on track.

Chart of productivity over time: it peaks early, then falls as bug fix effort and hidden slowdown grow, and in the worst case the code has to be rewritten. — The total cost of owning a mess. Teams can spend up to half their time fixing bugs, and the slowdown in new work is often hidden. Without care, a codebase slows the team down. AI can get you there faster.

How we work with you

Three ways in

Inside a consulting engagement

Alongside the 90-day proof or AI enablement, we coach your engineers so the work can ship every week.

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Workshops and coding dojos

One or two days of hands-on practice: TDD, refactoring, clean code, legacy code.

Ask about a workshop

APS-SD course

Applying Professional Scrum for Software Development, with a Scrum.org certificate.

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We do this ourselves

We build our own products the same way: to a written Definition of Done, with tests written before the code and every change checked before it ships. AI can write the code. We stay accountable for it.