
Worked on enhancing system tooling and observability across two repositories, focusing on robust solutions for legacy and secure environments. In METR/vivaria, delivered cgroup v1 memory statistics support in pyhooks by implementing logic to detect cgroup v1 file paths within Python system utilities, ensuring accurate RAM reporting in older Linux deployments and updating automated tests for compatibility. In UKGovernmentBEIS/inspect_ai, improved sandbox tooling by refining non-root installation workflows, adding permission checks and error handling to stabilize CLI tool usage for non-root users. Leveraged DevOps practices, Linux internals, and Python system programming to address reliability and usability challenges in complex environments.
Concise monthly summary for 2025-11 focusing on delivering secure sandbox tooling improvements and stabilizing non-root workflows in the UKGovernmentBEIS/inspect_ai repository. Key work tightened non-root sandbox usability and ensured CLI tools run with correct permissions, improving reliability in sandbox environments.
Concise monthly summary for 2025-11 focusing on delivering secure sandbox tooling improvements and stabilizing non-root workflows in the UKGovernmentBEIS/inspect_ai repository. Key work tightened non-root sandbox usability and ensured CLI tools run with correct permissions, improving reliability in sandbox environments.
December 2024 monthly summary focused on enhancing observability for memory statistics in legacy environments. Delivered cgroup v1 memory statistics support in pyhooks for METR/vivaria by adding checks for cgroup v1 file paths in _get_ram_limit_bytes and get_available_ram_bytes, and updated automated tests to cover cgroup v1 compatibility. This improves reliability of memory reporting in older deployments and strengthens the product’s robustness.
December 2024 monthly summary focused on enhancing observability for memory statistics in legacy environments. Delivered cgroup v1 memory statistics support in pyhooks for METR/vivaria by adding checks for cgroup v1 file paths in _get_ram_limit_bytes and get_available_ram_bytes, and updated automated tests to cover cgroup v1 compatibility. This improves reliability of memory reporting in older deployments and strengthens the product’s robustness.

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