Dynamic agent workflows unify routing, loops, graphs, and multi-backend orchestration
omarsar0 · x · 2026-07-24
The author argues that dynamic workflows generalize harnesses, automations, loops, routing, and graph-based agent systems.
Their orchestrator can mix multiple backends such as Claude, Codex, Pi, and Hermes to support patterns like:
- LLM councils for broader planning or perspective gathering
- Dynamic routing to choose agents by cost or intelligence needs
- Advisor/Judge + executor setups for long-running work and code review
- Agent teams that collaborate for AI editing and artifact creation
They say the feature was inspired by Claude Code’s dynamic workflow release, but generalized across backends, and that it effectively unlocks new forms of test-time compute.
Related event: Agent Orchestrators Evolve with Dynamic Workflows(2 posts)→
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