Post #4145003
2026-07-27 19:26 UTC
The harness is everything. New tech demo dropped for one way of doing CodeAct agents. Super-efficient. The team even smashed CyberGym while building this - it's now the top-ranking open system for that vulnerability discovery benchmark.
Six core advances:
1. Typed input/output
2. Pass by reference
3. Code as action
4. Programmable loop engineering
5. Explicit object state
6. Model-callable harness APIs
Links below (blog, report, code)
Replies (1)
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@str0mberg@infosec.exchange 2026-07-27 19:26
New: NVIDIA Labs Object Oriented Agent tech demo. Blog: https://developer.nvidia.com/blog/six-agent-harness-capabilities-for-higher-model-performance GitHub: https://github.com/nvidia-nemo/labs-OO-Agents Paper: https://arxiv.org/abs/2607.20709