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AI Patterns Dev

Serves design pattern and refactoring guides to coding agents mid-task over MCP, markdown pages or installable skills.
At a glanceswept Oct 21, 2026

41 linking domains

Emerging

Used for
  • consult pattern and refactoring guidance during coding tasks
  • diagnose code smells and apply refactoring steps
  • check whether a design pattern fits before applying it
Worth knowingcomputed from what we read · each with its source
  • Publishes llms.txt, a file written for AI assistantsaipatterns.dev ↗
  • Launched on Product Hunt on Oct 17, 2026Product Hunt ↗
How a program reaches itfound, not claimed · read Oct 22, 2026

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Developer toolsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Three tools from the Atlas for the job you describe, each with what fits and what does not.

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Questions this page answers
  • What is AI Patterns Dev?

    Serves design pattern and refactoring guides to coding agents mid-task over MCP, markdown pages or installable skills. It is listed in the Atlas under Developer tools.

  • Do people use AI Patterns Dev?

    Emerging.

  • What are alternatives to AI Patterns Dev?

    In Developer tools, by use: MindStudio, The Content Repurpose Revolution, zeroheight, Invertase, CLSkills Hub, code-review-graph.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk