Baobao Algorithm Notes

Mar 2, 2026 · Artificial Intelligence

Why Agentic AI Is Winning Over Workflows: The 2025 Evolution of LLM Agents

The article reviews the rapid shift in 2025 from complex workflow‑based LLM orchestration to streamlined agentic systems that rely on simple prompt loops, sandboxed tool execution, file‑based memory, and modular skill files, culminating in the rise of Agent Harness runtimes.