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All levels4-5 hoursPersonal skills assessment + development plan + human-AI collaboration playbook

The skills that become more valuable, not less, as AI handles routine work. Critical thinking, creativity, emotional intelligence, ethical judgment, adaptability, and the art of working with AI as a collaborator.

...right skills. AI automates tasks, not jobs. And the tasks it automates are the routine, repeatable, data-intensive ones. What remains — and what becomes more valuable — are the tasks that require human...

1 DayIntensive

5 SkillsFramework

Human Skills Critical Thinking Creativity Emotional Intelligence AI Collaboration View Details

Execution Stability & Structured Refactoring

CTOs, Engineering Directors, Principal Engineers, Engineering Managers3-4 hoursA classified structural risk map — your top friction modules sorted into dicing, slicing and peeling with a governance rule attached

Delivery slows because structural entropy accumulates unmeasured. Classify refactoring into dicing, slicing and peeling to restore predictability.

...like: extracting a legacy core behind stable APIs; introducing asynchronous boundaries; removing shared database dependencies; isolating high-risk legacy subsystems. When to use it: scaling limitations; regulatory...

1 DayIntensive

LayersNot cleanup

Execution Stability Refactoring Delivery Predictability Structural Risk View Details

Platform Thinking

Intermediate to Advanced (SA, EA, TS)5-6 hoursPlatform strategy canvas + internal platform design guide + shared capability register

How to shift from building one-off solutions to building reusable internal platforms — shared foundations that allow teams to deliver independently without solving the same problems repeatedly.

...scale, every team rebuilding the same foundation — CI/CD, observability, deployment, authentication, data access — becomes wasteful. But centralising everything creates a bottleneck. Platform thinking is...

1 DayIntensive

CurrentSA · EA · TS

Architecture Platform Developer Experience Internal Platforms Self Service View Details

Standards & Reference Architectures

Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

...re-solving solved problems. What standards are: Pre-decided choices — "We use PostgreSQL for relational data" so teams don't re-debate the database every project. Guardrails — "All APIs must be versioned"...

1 dayIntensive

PracticalStandards exercise

Architecture Enterprise Context Standards Reference Architecture Governance Consistency View Details

AI in the Workplace

Beginner to Intermediate3-4 hoursPersonal AI workflow map + role-specific use case library

Applying AI in real work contexts — across roles, tasks, and teams. Move from knowing what AI is to using it every day, without hype, without fear, and without wasting time on the wrong things.

...considerations — the shape of the landscape. It is less reliable for specific facts, recent events, or precise data. Use it to generate the list of things to look into, not as the source of record for what you found. Explain...

Half DayIntensive

Beginner FriendlyNo math required

AI in the Workplace Generative AI Productivity AI Fluency Use Cases AI Workflows View Details

AI Operating Model & Team Design

Intermediate4-5 hoursAI operating model blueprint + team role map + governance forum design

AI success is not just about tools. It depends on how teams are organised, who owns what, how standards are set, and how delivery, governance, and platform capabilities work together.

...their own experiments without standards. Governance shows up late. Procurement buys tools in silos. Data teams, engineering teams, and business teams all touch the same workflow with different incentives...

1 DayStrategy

Operating ModelDesign

AI Operating Model Team Design AI Governance Transformation Platform Teams View Details

Developer Experience as a Control System

CTOs, Engineering Leads, Platform Engineering Teams, Engineering Managers3-4 hoursA delivery friction map across four sprints, one named constraint pillar, and a traced DX-to-delivery signal

DevEx is not a perk — it is the set of operating conditions that governs how fast and how safely change moves through your delivery system.

...one move. Try it yourself — The category test Question Your answer Which report does your DevEx data appear in, and who chairs that meeting? How often is it reviewed, compared with how often delivery...

1 DayIntensive

ConditionsNot satisfaction

Developer Experience Delivery Performance Feedback Loops Platform Engineering View Details

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