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1. probex probex Public

   Inline linear-probe safety monitoring on production LLM serving: overhead, quantization robustness, and prefix-cache blind spots, measured end to end on vLLM and SGLang.

   Python

2. soma-org/soma soma-org/soma Public

   Open Collective Superintelligence

   Rust 10

3. cua-bench cua-bench Public

   RL/eval environment for computer-use agents on ERPNext: state-based graders with GL cross-validation and anti-reward-hacking checks, shipped as Harbor tasks.

   Python

4. probe-necessity probe-necessity Public

   Detection is not causal control: necessity tests for linear probe directions across 4 chat models, with a picker that alarms when no silencing handle exists.

   Python

5. monitor-drift monitor-drift Public

   Fine-Tuning Silently Breaks Linear Safety Monitors

   Python