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Quality Attributes / -ilities
SA, EA — Intermediate5-6 hoursQuality attribute reference card + -ility prioritisation matrix

The non-functional characteristics that determine whether a system is truly fit for purpose — scalability, reliability, availability, performance, security, maintainability, and more.

Quick Navigation Start here — What quality attributes are The core -ilities How -ilities conflict Tactics for each How to prioritise How to specify Putting it all together Cheat sheet Before we start...

1 DayIntensive
SA · EARoles
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.

...sprint. Reference architectures give teams a starting point — not a straitjacket — so they don't have to design from scratch. Keep it in mind. What standards are — And what they're not People hear "standards"...

1 dayIntensive
PracticalStandards exercise
What is Generative AI?
Beginner3-4 hoursClear mental model of Generative AI + reference materials

Generative AI — what it actually is, how it works, what it's good at, and where it goes wrong. No hype. No math. Just clarity.

...particular sending time, a certain word frequency, a link structure that looks off. And when spammers change tactics, you retrain it on fresh examples. No rule-writing required. That's it. Software that learns...

Half DayIntensive
Beginner FriendlyNo math required