- The Security Cost of Autonomy: Traversal Risks
Empirical security audit results from 29 benchmark study runs evaluating container mount points, path traversal attempts, and write-tool boundaries.
2 min
- From REPL Loops to Swarms: Leasing Sandboxed Containers
Designing SwarmLeaseManager to lease container worker nodes dynamically for concurrent file inspection and sub-task execution.
3 min
- Targeted Trajectory Repair: Low-Cost Continuations
How child runs inherit parent trajectory history to perform targeted grounding repairs at a 90% reduction in compute costs.
2 min
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