We publish our findings on multi-agent systems, context isolation, and AI harness engineering. All research includes reproducible data and open-source tooling.
We compare three execution paradigms in the Hermes Agent framework: single-session Terminal User Interface (TUI), vanilla Kanban orchestrator with generic decomposition, and Self-Tuned Kanban (STK) with explicit interface contracts. Using a novel Context Isolation Rubric (CIR) across five dimensions, we evaluate 23 experimental runs on code refactoring, research synthesis, and multi-file bug diagnosis challenges. Results indicate that the optimal paradigm depends on task structure — more agents is not always better.
We provide consulting on multi-agent systems, AI architecture, and defence procurement. Every engagement is led by a B.Eng with hands-on research experience.
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