Disciplined workflow
Context engineering and a repeatable workflow. How your team works with AI matters far more than how clever any single prompt is.
Buying the licences was the easy part. The real shift is a disciplined, daily way of working with AI that your team actually owns. Agentic Practices turns scattered experiments into that capability.
The AI-Augmented Engineering Masterclass for software teams, with Stephan Swart.
Results from 5+ years embedding AI-augmented delivery in real customer work.
Context engineering and a repeatable workflow. How your team works with AI matters far more than how clever any single prompt is.
Spaced, deliberate practice on your team's actual codebase and real stories, so the habit outlasts the last session.
Product, dev, QA and design all learn one shared way of working that spreads across the whole team.
Senior engineers become coaches; the need for an external trainer fades by design.
Remote and recorded · cohorts of 15 on staggered schedules · kick-off to capstone.
Tools installed, readiness diagnosed before any live time is spent.
Walk away with: everyone set up; weak spots identified early
Inspiration showcase, fundamentals, and UX discipline. Teams formed and briefed.
Walk away with: cross-role teams of 3–5, a working agreement, a first project idea
Short self-paced courses (Claude Code 101 / in Action) across all roles.
Walk away with: confirmed baseline competency
8 × 2-hour sessions: requirement → PRD → executable specs → architecture → standards → TDD → review → operating model.
Walk away with: a working requirement-to-tested-code pipeline in their codebase
~24 hours of focused build on a real, approved project, running the full workflow end-to-end.
Walk away with: demonstrable proof the team can run the whole workflow independently
“My work is guaranteed for your satisfaction. I will keep working until the outcomes described are reached, at no additional cost.”
Individuals testing the approach
One cross-functional team (3–15)
Several teams or a department
Org-wide adoption & governance
All programmes are fixed-fee (ex-VAT). AI tool licenses are billed separately. These are indicative bands. Final investment depends on team size, number of teams, and how much we customise.
Engineering-leadership specialist focused on AI-augmentation adoption through Leadership Nomad (since 2011). Five-plus years embedding AI tooling and delivery discipline in real customer work; CTO & Chief Architect at Firefinch. I teach with proven learning science, using spaced, deliberate, retrieval-based practice so the skills actually stick. And I don't stop at training. I stay on to embed AI into your team's day-to-day workflow.
Connect on LinkedInA 15-minute call to see whether Agentic Practices fits your team. There's no obligation, and I'll tell you plainly whether a single-team cohort or a bespoke engagement is the right line for you.
I'll review and come back within 2 business days with a time and what the call covers.