Andrew, a software developer, compares using the Unix tool sed versus Anthropic's Claude AI assistant for a refactoring task, finding sed took about six minutes to get right while Claude completed the…
A developer built a system that replaces generic AI review with a board of expert personas based on real people like Ken Thompson, Don Norman, and Linus Torvalds, each with documented, citeable princi…
Deploying AI models, even open-weight ones, introduces significant black box risk because current reverse engineering capabilities cannot predict model behavior or reliably detect backdoors. Research …
A developer proposes a method called 'Named-Persona Adversarial Review' to overcome the blind spots of single-modal LLMs in code review. By asking the AI to review code as specific named individuals w…
A developer built a methodology for turning personal tools into open source contributions and subjected it to a novel AI-assisted review process that role-plays as 24 famous engineers, including Linus…