Changes & Editorial Roadmap

Background: how we got here

ClojurePatterns.com began in 2024 as an AI-assisted publishing experiment. Much of the initial catalog was drafted using early LLM workflows and then lightly curated. The goal was to explore how quickly we could map design and architecture patterns to the Clojure ecosystem.

Since then, both the Clojure ecosystem and our editorial standards have evolved. We now treat these older drafts as legacy content that needs systematic review and rework, rather than finished guides.

What is changing in Q1–Q2 2026

• Rewrite & consolidation: high-traffic and core guides (functional programming, concurrency, data transformation, state, components, macros) are being rewritten by human editors using improved AI-assisted workflows.
• Scope tightening: content that is not clearly about Clojure or the JVM will be removed, merged, or migrated to other SoftwarePatternsLexicon sites.
• More idiomatic examples: we are replacing OOP/UML-heavy explanations with functional/data-oriented Clojure code: sequences, transducers, core.async, components, and Clojure-native error-handling patterns.
• Sharper navigation: the homepage and catalog entries will focus on Clojure guides, not generic architecture lists.

For the most idiomatic design-patterns-in-Clojure guide currently available, see: softwarepatternslexicon.com/clojure .

How to interpret legacy content

• Treat older pages as learning aids, not as authoritative references.
• Where examples look like Java-with-parentheses (heavy classes, UML, or classic OO jargon), ask: “How would this look as data + pure functions in Clojure?”
• Always cross-check critical designs against official Clojure documentation and real-world library docs.

Change log

If you want to suggest a change or report something that feels wrong, please email info@tokenizer.ca with the URL and as much detail as you can (failing tests, counterexamples, or production anecdotes are especially helpful).