Harness
Named by 5 kept items in this workspace.
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The items that name it 5
Runtime orchestration framework that manages task context, connects toolsets and routes execution feedback; iterated together with model training.
The loop that executes the model's actions and manages its context over hundreds of steps; rebuilt using feedback from agentic performance on OSWorld 2.0, with the largest changes being reliable memory over hundreds of steps and a shell on the desktop machine itself
Workstation-scale developer tooling for batch scanning multiple repositories and benchmarking scanner accuracy against a known-vulnerable corpus via a Clone → Scan → LLM-Judge → Tally Metrics pipeline
Stateful component that coordinates native tools, persistent memory, reusable Skills, and specialized sub-agents; retrieves task-relevant evidence and procedural guidance so the planner retains constraints across turns, reconciles prior dialogue with tool results, and revises only requested settings
Native app, CLI, daemon, relay and device that serve as a command center for running coding agents across machines, each in its own tmux pane, with a worktree per harness
All technologies in this workspace.