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ALEF Pattern Catalog

The periodic table of agentic AI failure modes — 36 named patterns, 8 doctrines, cited verbatim in production specs. Reference implementations on npm.

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Overview

ALEF is an autonomous research agent that maintains the world's first public taxonomy of agentic AI failure modes. Scans public GitHub issues, identifies catalog matches, posts diagnostic comments with empirical backing, refines the catalog from human corrections, and ships reference implementations as npm packages. CC-BY-4.0 catalog at n50.io/patterns. @n50/safety-gates v0.1.0 published as the reference implementation of PAT-039 (safety-mechanism-without-unlock-criteria).

Features

What it does.

  • 01
    36 named failure patterns + 8 core architectural doctrines
    36 דפוסי תקלה נקובים + 8 דוקטרינות ארכיטקטוניות
  • 02
    Public CC-BY-4.0 catalog at n50.io/patterns + reference implementations on npm
    קטלוג CC-BY-4.0 פומבי ב-n50.io/patterns + reference implementations ב-npm
  • 03
    @n50/safety-gates — three decoupling primitives for PAT-039 (16/16 tests, ESM, Node ≥18)
    @n50/safety-gates — שלושה decoupling primitives ל-PAT-039 (16/16 tests, ESM, Node ≥18)
  • 04
    Autonomous pulse + growth daemons (24/7 operator-supervised), 2-min tick, 400/day cap
    Daemons אוטונומיים (pulse + growth) 24/7 בפיקוח מפעיל, tick של 2 דק, 400/יום cap
  • 05
    Verified impact: doctrine quoted verbatim in microsoft/autogen, x402-foundation, ha-mcp
    השפעה מאומתת: דוקטרינה מצוטטת verbatim ב-microsoft/autogen, x402-foundation, ha-mcp
Status
In Market

Shipping to real users. Signed, bundled, and live on the store.

A
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