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: When planning complex software, developers often ask AI for a highly detailed architecture map before writing code, often aiming for 10k–15k lines of logic to ensure the project remains manageable within the AI's interface.
In the field of Agentic Engine Optimization , a "15k" limit is a critical benchmark for the /llms.txt standard. This file is a markdown-based text file that helps AI agents (like Claude or ChatGPT) quickly consume and understand a website's content without traditional scraping. 15k txt
The "15k" figure also appears as a common threshold for managing large text-based outputs: : When planning complex software, developers often ask