The workshop

Concepts & principles

The shared vocabulary and architectural judgment beneath the workshop.

Concepts & principlesdesign-pattern

Adapter pattern

Translate one interface into another interface a client expects without changing the underlying meaning.

1 min read
Concepts & principlesprocess

Build

The phase of turning an approved model into working, inspectable expressions.

1 min read
Concepts & principlesprinciple

Builder sovereignty

Practical ownership of knowledge, tools, and decisions, including the ability to inspect and leave a system.

1 min read
Concepts & principlespractice

Code Generation Contract

The semantic contract guiding how Hugo Web’s five-pillar site is designed, generated, reviewed, and delivered.

2 min read
Concepts & principlesprocess

Design

The phase of choosing intent, outcomes, and constraints before committing to implementation.

1 min read
Concepts & principlespractice

Developer’s Notebook

A place for technical investigation, implementation mechanisms, reproducible questions, and architectural judgment.

1 min read
Concepts & principlesmodeling-pattern

Domain-Driven Design

An approach to software design that develops a shared domain language and models within explicit boundaries.

1 min read
Concepts & principlespractice

Evidence and revision

Use observed results to correct the model while distinguishing measurement, interpretation, and uncertainty.

1 min read
Concepts & principlesmodeling-pattern

Expression

An outward artifact of structured meaning; on this site every published expression also has its own canonical node.

1 min read
Concepts & principlespractice

Frontier models

A time-sensitive category for highly capable AI models, evaluated by task, evidence, operational constraints, and risk rather than a permanent ranking.

1 min read
Concepts & principlesdesign-pattern

Gang of Four design patterns

A catalog of recurring object-oriented design solutions described by Gamma, Helm, Johnson, and Vlissides.

1 min read
Concepts & principlesprinciple

Human agency

The builder’s retained ability to set intent, judge evidence, choose actions, and accept responsibility.

1 min read
Concepts & principlesmodeling-pattern

Knowledge graph

A model of identified things connected by explicit relationships under a shared vocabulary.

1 min read
Concepts & principlesprocess

Model

The phase of making important distinctions, intrinsic facts, and relationships explicit.

1 min read
Concepts & principlesmodeling-pattern

Ontology

The small controlled vocabulary that governs node types, kinds, relationship predicates, and explicit contracts.

1 min read
Concepts & principlesarchitecture-style

Ports and adapters

Separate application policy from external mechanisms through explicit interaction boundaries.

1 min read
Concepts & principlespractice

Retrieval-augmented generation

Supply retrieved source material as context for generation, then evaluate the result against that evidence.

1 min read
Concepts & principlesmodeling-pattern

Semantic node

A stable, structured representation of one meaningful thing in the modeled world.

1 min read
Concepts & principlesprocess

Ship

The phase of placing approved expressions into reality and learning from their use.

1 min read
Concepts & principlesprinciple

Simplest-capable architecture

Prefer the least complexity that genuinely satisfies the whole system’s requirements.

1 min read
Concepts & principlesprinciple

Single Responsibility Principle

A module should have one coherent reason to change, understood in relation to the actors or policies it serves.

1 min read
Concepts & principlesprinciple

SOLID

Five object-oriented design principles concerned with responsibility, extensibility, substitutability, interface focus, and dependency direction.

1 min read
Concepts & principlesarchitecture-style

Static-first publishing

Precompute publishable information when freshness and interaction requirements permit, adding runtime work only where it creates value.

1 min read
Concepts & principlesdesign-pattern

Strategy pattern

Encapsulate interchangeable algorithms behind a shared behavioral contract when variation is a real requirement.

1 min read