https://cognaptus.com/tags/llm-automation/ Recent content in LLM Automation on Cognaptus Hugo -- 0.145.0 en-us Wed, 04 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-04-conducting-the-agents-why-aorchestra-treats-subagents-as-recipes-not-roles/ Wed, 04 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-04-conducting-the-agents-why-aorchestra-treats-subagents-as-recipes-not-roles/ AOrchestra shows that the practical edge in multi-agent systems may come less from adding more agents and more from dynamically composing the right instruction, context, tools, and model for each subtask.