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Developer's prompt tames Claude's over-engineering reflex

By PulseAugur Editorial · [2 sources] ·

A developer has found a specific instruction to be highly effective in guiding Claude's coding behavior, preventing it from over-engineering solutions. By adding the line "Default to the smallest change that fits. Add abstractions only after the second occurrence, never the first." to a CLAUDE.md file, the developer observed a significant reduction in Claude's tendency to create overly complex code architectures. This simple directive appears to counteract Claude's ingrained reflex for premature abstraction, leading to more concise and appropriate code generation. AI

IMPACT Provides a practical technique for developers to elicit more efficient and less complex code from AI assistants.

RANK_REASON This is a user's personal experience and opinion on how to better prompt an existing AI model, not a new release or research.

Read on dev.to — Claude Code tag →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

COVERAGE [2]

  1. dev.to — Claude Code tag TIER_1 Français(FR) · Michel Faure ·

    A line in CLAUDE.md that breaks Claude's over-engineering reflex

    <h2> La quatrième fois, c'est trop tard </h2> <p>Dans l'épisode précédent ([CANONICAL URL #52: à compléter après push de over-engineering-3-recadrages]), je raconte trois recadrages dans la même session — <em>plus simple, plus simple, plus simple</em> — avant que Claude finisse p…

  2. dev.to — Claude Code tag TIER_1 English(EN) · Michel Faure ·

    One line in CLAUDE.md that breaks Claude's over-engineering reflex

    <h2> The fourth time is too late </h2> <p>In the previous episode ([CANONICAL URL #52: to complete after push of over-engineering-3-recadrages]), I described three reframings in the same session — <em>no simpler, no simpler, no simpler</em> — before Claude finally proposed the ei…

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