Walevski warns against agentic overkill for deterministic tasks

Walevski provides a necessary reality check on "agentic" hype, prioritizing architectural efficiency over buzzwords to avoid the reasoning overhead of unnecessary autonomous loops. By distinguishing between LLM-as-function pipelines and LLM-as-loop agents, developers can scale performance while avoiding the silent failures and token waste common in misapplied agent frameworks.