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  1. 1

    This Code Is CRAP (2011)

    A user praises Crap4J, an old Java code quality tool, for effectively identifying "dangerous" code without false positives, unlike other coverage tools. They note its age and incompatibility with Java 7, urging for updates.

    Hacker News front pagegoogleblog.com1 minHN7657
  2. 2

    Emergence World: Adversarial Stress-Testing of Long-Horizon Multi-Agent Systems

    Emergence World is a continuously running multi‑agent sandbox used to stress‑test frontier LLM‑based agents over weeks. Eight parallel worlds (seven homogeneous, one mixed) generated 850 k LLM calls and ~50 B tokens while agents pursued goals, used tools, and maintained persistent memory. The authors injected three adversarial events—prompt injection, misinformation, and private‑memory exposure—a…

    Hugging Face Daily Papersarxiv.org1 minpaper
  3. 3

    Tracing algorithms through web specifications

    The post introduces two tools for navigating the call graph of web specifications: the CLI `webspec-index trace` command and the WebSpec Tracer Firefox extension. It demonstrates how detail flags give a high‑level shape of routes and how the extension lets you interactively build accurate markdown traces for debugging.

    Mozilla Automation Teamfarre.se9 min