An anti-pattern is a solution to a class of problem which may be commonly used but is likely to be ineffective or counterproductive. The term, coined in 1995 by Andrew Koenig, was inspired by the book Design Patterns which highlights software development design patterns that its authors consider to be reliable and effective. A paper in 1996 presented by Michael Ackroyd at the Object World West Conference described anti-patterns. It was, however, the 1998 book AntiPatterns that both popularized the idea and extended its scope beyond the field of software design to include software architecture
An anti-pattern is a solution to a class of problem which may be commonly used but is likely to be ineffective or counterproductive. The term, coined in 1995 by Andrew Koenig, was inspired by the book Design Patterns which highlights software development design patterns that its authors consider to be reliable and effective. A paper in 1996 presented by Michael Ackroyd at the Object World West Conference described anti-patterns. It was, however, the 1998 book AntiPatterns that both popularized the idea and extended its scope beyond the field of software design to include software architecture and project management. Other authors have extended it further since to encompass environmental, organizational, and cultural anti-patterns.
According to the authors of Design Patterns, there are two key aspects of an anti-pattern that distinguish it from a bad habit, bad practice, or bad idea. First, an anti-pattern is a commonly used process, structure or pattern of action that, despite initially appearing to be appropriate and effective, has more bad consequences than good ones. Second, another solution exists to the problem that the anti-pattern is attempting to address. This solution is documented, repeatable, and proven to be effective where the anti-pattern is not.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).