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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.

...working memory at once — which is the point where this connects to Cognitive Load & Team Interfaces. Feedback Loop Integrity. A developer makes a change, then waits — not for the build, but for the signal...

1 DayIntensive
ConditionsNot satisfaction
Developer ExperienceDelivery PerformanceFeedback LoopsPlatform EngineeringView Details
How Architects Think
All levels — SA, EA, TS5-6 hoursSystems thinking toolkit + abstraction ladder + decision heuristics reference card

The cognitive toolkit of architecture — systems thinking, abstraction, balancing business and technical concerns, deciding under uncertainty, and trade-off thinking. Builds the mindset, not just the knowledge.

...ideas: Relationships matter more than components — how things connect determines how the system behaves. Feedback loops — actions create consequences that circle back and change the system. Emergent behaviour...

1 DayIntensive
MindsetNot just methods
ArchitectureFoundationsSystems ThinkingDecision MakingView 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.

...self-service, not ticket-based services Clear scope Owns the platform — not every team's infrastructure Feedback loops Regularly collects and acts on developer feedback Platform team structure: Product manager...

1 DayIntensive
CurrentSA · EA · TS
ArchitecturePlatformDeveloper ExperienceInternal PlatformsSelf ServiceView Details
How LLMs Work
Beginner to Intermediate4-6 hoursWorking mental model + reference materials

What actually happens inside a Large Language Model — from the moment you type a prompt to the moment it responds. No math. No fluff. Just a clear picture you can hold in your head.

...produces one token. One word or word-fragment. But a response is hundreds of tokens long. The model loops. That one chosen token gets appended to the input, and the entire process runs again — producing...

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView Details