AI SKILLS FOR SOFTWARE TEAMS AI ERA / 2026

Software work is changing.
Stay ahead of it.

Whether you write the code, test it, plan it or analyse it, learn to direct AI with clear intent, build work that holds up, and prove the result is right.

Find the course for your role ↓
01 — SPECIFY02 — BUILD03 — VERIFY
THE COURSE COLLECTION

Practical courses
for every role in the team.

Built around real delivery work: weekly sessions, worked examples and assignments reviewed against clear criteria.

Intermediate 4 weeks
FOR AI DEVELOPERS

Agentic Systems

Design, build, and evaluate AI agents that use tools, handle uncertainty, and know when to ask a human.

Preview availableExplore course ↗
Intermediate 3 weeks
FOR BUSINESS & SYSTEMS ANALYSTS

Requirements Analysis with AI

Use AI to elicit, structure and validate requirements, from stakeholder conversations to acceptance criteria, data rules and change impact that developers, testers and AI agents can rely on.

Preview availableExplore course ↗
Intermediate–advanced 4 weeks
EMERGING ROLE · AI EVALUATION & TRUST

AI Evaluation & Trust Engineering

Design evaluations, guardrails and monitoring for language-model and agent systems, and turn them into evidence that product, engineering and compliance can act on.

Preview availableExplore course ↗
THE AI PIONEERS APPROACH

Less magic.
More method.

01

Understand before you automate.

Define the problem, the boundaries and what success looks like. A model cannot make those decisions for you.

02

Build something you can explain.

Apply each idea to realistic work, such as a specification, a test plan, a backlog or a change request, and leave with material you can reuse.

03

Make the result prove itself.

Review the output. Test the assumptions. Keep the evidence that tells you what actually works.

HUMAN JUDGMENT × MACHINE PERSPECTIVES

A different kind of learning lab.

Experienced software developers working alongside seven specialist AI personas. One shared aim: better decisions about what to build, how to build it and how to know it works.

Meet the lab ↗