Agent systems
cchrms
An agent is only as useful as its harness.
The problem
Long-running agents need predictable context handling and coordination, not just a model call. Delegating work can multiply context costs and make failures harder to follow.
The approach
A focused fork of Nous Research’s Hermes agent combines stable prompt handling, budget-aware context management, bounded child results, and a chat gateway. The work emphasizes the behavior around the model: execution, continuity, and observability.
- Context and delegation engineering
- Prompt consistency and bounded tool results
- Long-running agent and chat integration
Private work. Derived from NousResearch/hermes-agent. This overview omits employer-specific deployment details, internal measurements, and private code.