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Technology, Infrastructure, Cloud & Security Design
Intermediate to Advanced (SA, EA)6-8 hoursInfrastructure decision framework + cloud pattern reference + security controls map

Where abstract architecture meets physical reality — choosing the platforms, compute, networking, and security controls that make the solution work at scale.

...Monitoring — SIEM, intrusion detection, audit logging. Splunk, GuardDuty, CloudTrail. Compliance — standards adherence, audit trails, evidence. SOC 2, ISO 27001, PCI DSS. Zero trust implementation: Traditional:...

2 DaysIntensive
PracticalSA · EA
Responsible AI — Ethics, Risk & Governance
Beginner to Intermediate4-5 hoursAI risk map + personal responsibility checklist + governance starter framework

Using AI responsibly — covering ethics, bias, hallucination risk, data privacy, accountability, and organisational governance. The judgment to use AI fairly, safely, and in a way you can defend.

...widely require AI use disclosure. Journalism and publishing organisations are developing editorial standards for it. Regulatory frameworks are beginning to mandate it for specific contexts. Even where...

1 DayIntensive
Beginner FriendlyNo legal background required
Delivery Metrics That Mean Something
Engineering Managers, Tech Leads, VP Engineering, CTOs3-4 hoursA delivery scorecard — four DORA signals plus a five-dimension maturity baseline with one named bottleneck

How to replace delivery dashboards that measure activity with signals that tell you which dimension is actually holding delivery back — and what to fix first.

...meeting. High: governance runs continuously and decisions are validated at the point they are made. Standards Adoption — do standards exist on paper, or in practice? Low: standards documents exist and...

1 DayIntensive
EvidenceNot feeling
Fitness Functions Instead of Review Boards
Enterprise Architects, CTOs, Review Board Members, Engineering Leaders3-4 hoursA three-tier fitness function plan — your first three invariants automated, and the board agenda they retire

Batch review cannot govern continuous change. How to encode architectural invariants as automated checks — and what still belongs to the board.

...Runs weekly or monthly, validating long-term properties: technical debt density, architecture entropy, standards compliance across services, decision drift between recorded ADRs and the live system, and fitness...

1 DayIntensive
ContinuousNot batched
What Architecture Is
All levels — SA, EA, TS3-4 hoursArchitecture definition canvas + what it is / what it isn't reference card

What software and enterprise architecture actually is — its structure, relationships, and decisions — and what it is not. No diagrams. No jargon. Just clarity.

...Does it help teams decide? ADRs Architecture principles System context diagrams Technology standards Roadmaps If your "is it used?" column has more blanks than ticks, you're producing architecture...

Half-dayIntensive
FoundationFor all roles
AI Policy, Security & Organisational Controls
Beginner to Intermediate4-5 hoursAI policy checklist + security controls map + incident response starter template

Building and enforcing AI policy — the practical mechanisms that turn ethical principles into enforceable organisational rules. Data security, access controls, audit trails, and incident response.

...for AI outputs in high-risk categories. Maintain logs — high-risk AI use must be logged to EU AI Act standards. Register high-risk AI systems in the EU database. Fundamental rights assessment for public...

1 DayIntensive
Beginner FriendlyNo legal background required
How to Think With AI
Beginner to Advanced5-7 hoursPersonal AI Fluency framework + working habits

AI Fluency — the four competencies that separate people who use AI from people who think with it. Delegation, Description, Discernment, Diligence. Master these and everything else follows.

...a stack of norms and laws you don't set yourself. Your personal values sit inside your professional standards. Your professional standards sit inside your organisation's policies. Your organisation's policies...

2 DaysIntensive
4 CompetenciesComplete Framework
Application, Integration, API, Interface, Data & Process Design
Intermediate to Advanced (SA, EA)6-8 hoursIntegration design playbook + API design standards + data movement pattern guide

How the components of a solution are structured internally, how they communicate with each other, and how they connect to the data and processes they depend on.

...integration pattern selection — choose sync, async, event, or batch for your real scenarios, API design standards — create versioned, documented contracts, data ownership mapping — assign one owner per data...

2 DaysIntensive
ComprehensiveSA · EA
Effective Prompt Engineering
Beginner to Advanced6-8 hoursFull prompt design framework + personal prompt library

Every major prompt engineering technique — from basic clarity to advanced agentic reasoning. Not a list of tips. A mental model you can apply to any task, any tool, any context.

...ReAct Reason → act → observe → reason again Agentic tool-use loop Emotional Prompting Stakes raise standards Affective / stakes framing How to know if this landed You'll know this has landed when someone...

2 DaysIntensive
19 TechniquesComplete Coverage
Cognitive Load & Team Interfaces
VP Engineering, Platform Leads, Engineering Managers, Principal Engineers3-4 hoursCognitive load assessment per team, an interaction model, and a platform team charter naming what the platform does and does not own

A team can only hold so much — and the interaction modes between teams are what decide whether that limit is respected or quietly exceeded.

...belong in the measurement picture because they change what teams have to hold. Guardrails — technical standards enforced by the path rather than by review — remove the load of remembering the rules. And...

1 DayIntensive
CapacityWhat a team can hold