HumanLayer's GitHub project discusses how AI coding models cannot maintain codebase quality long-term without significant human oversight and steering. The advanced context engineering approach aims to address fundamental limitations in using AI for sustained code maintenance.
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"What I want to get to is this: models have a shortcoming. They can't maintain and improve codebase quality over time -- not without a decent amount of human steering." https:// github.com/humanlayer/advanced -context-engineering-for-coding-agents/blob/main/wsff.md
advanced-context-engineering-for-coding-agents/wsff.md at main · humanlayer/advanced-context-engineering-for-coding-agents https:// github.com/humanlayer/advanced -context-engineering-for-coding-agents/blob/main/wsff.md