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  1. constitutional-dpo-agent constitutional-dpo-agent Public

    Custom PyTorch DPO pipeline for agentic tool-use safety.

    Python

  2. omni-agent-runtime omni-agent-runtime Public

    Python

  3. petabyte-data-curator petabyte-data-curator Public

    Python

  4. ml-systems-research ml-systems-research Public

    open reliability and safety challenges in frontier model serving

    Python

  5. sandbox-orchestrator sandbox-orchestrator Public

    Ephemeral sandbox orchestrator for distributed coding agent rollouts. Pre-warmed Firecracker-style container pools, CRIU-based state streaming for cross-node migration, spot instance cost optimizat…

    Python

  6. Dailies-DAG Dailies-DAG Public

    A zero-latency branching engine for causal Video Diffusion Transformers (Wan2.1). Uses temporal Copy-on-Write (CoW) caching, FSDP routing, and custom Triton kernels for real-time, prompt-less gener…

    Python