Most AI Agents Are Just Orchestrated Workflows
aftahi_ai · x · 2026-08-06
Many so-called AI "agents" shared online are actually just orchestrated workflows.
The thread clarifies the core distinction:
- Orchestrators: Follow predefined steps and fixed logic to execute tasks. They lack the ability to adapt automatically, typically have no memory, and do not reflect on outcomes.
- True AI Agents: Goal-oriented, capable of deciding their next actions autonomously, adapting dynamically when conditions change, and continuing until the objective is met.
Understanding this difference helps developers choose the right architecture for the right problem.
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