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Adoption · Service

Senior engineers, AI-multiplied: judgement scales, throughput follows.

Workshops, paired sessions, and a playbook that survives the trainer leaving. AI-first development becomes a team capability, not an individual skill.

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Service
Adoption
4-6 wk
To team-wide AI proficiency
Playbook
Survives the trainer leaving
Patterns
Senior judgement, documented
Measurable
Throughput improvement, tracked
Overview

Why this engagement exists.

Sending engineers to a one-day course produces inconsistent results. Real AI-first proficiency comes from working on real code with senior practitioners alongside. Our training is structured around the workflows your team actually runs, and it ends with a playbook your team owns.

What you get

Deliverables, not promises.

Every engagement ships these artefacts. Nothing here is fluff. Each item is something your team will hold in their hands at the end.

Entry skill assessment

Baseline per developer so the gains we report later are anchored to real starting points.

Workshop series

3-5 sessions covering setup, workflow patterns, prompt design, code review, the discipline.

Paired coding sessions

Working on real PRs alongside senior practitioners, the highest-leverage part of the engagement.

Code review + insights

AI-aware code review on your team's actual PRs, with patterns documented as they emerge.

Playbook + prompt library

Living playbook + a shared prompt library curated from what your team actually uses.

Exit + 30-day assessment

Skill assessment at exit and again 30 days later, so we know the proficiency held.

How we work

The process, step by step.

No mystery, no consultant theatre. This is how the work actually flows from kickoff to handover.

  1. Step 1

    Baseline assessment

    Per-developer skill mapping so coaching is tailored, not generic.

  2. Step 2

    Workshop series

    Live or recorded: 3-5 sessions covering the technique + the discipline.

  3. Step 3

    Paired sessions on real work

    Working alongside senior practitioners on real PRs. This is where most of the proficiency forms.

  4. Step 4

    Playbook capture

    Document the patterns your team is converging on. The playbook is a living artefact, not a static doc.

  5. Step 5

    Exit + 30-day check-in

    Skill assessment + a follow-up so we know the change held when we stopped showing up.

Most effective for 5-50 engineers, but it scales to org-wide rollouts: larger teams run a cohort, train-the-trainer model. They train one cohort, then have that cohort train the next. Compounds faster than centralised training. Pair it with Adoption Measurement to put a number on the throughput gain.

Measure the ROI with Adoption Measurement
FAQ

The questions that actually come up.

Best for 5-50 engineers. Larger teams use a cohort approach, typically 2-3 cohorts of 15-20 engineers each.

Ready to scope Team Training?

A 30-minute call. We map your situation against the engagement, give you a real estimate, and tell you honestly whether we are the right team for this.

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