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Table Of Contents
30 Agents Every AI Engineer Must Build
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True wisdom also requires patience and perspective. Some decisions must unfold over time, drawing on memory, persistence, and the ability to pause for human judgment when stakes are high. Just as a wise leader balances decisive action with reflective waiting, agent systems must be designed not only to act quickly but also to sustain complex processes over hours, days, or even human-in-the-loop (HITL) cycles.
An agentic workflow system extends orchestration into long-running, stateful business processes. Unlike short-lived tool invocations or transient chains of agents, workflows require persistence, branching, error recovery, and checkpoints for human oversight. These systems combine the speed of automation with the prudence of governance, ensuring that outcomes remain aligned with both business objectives and ethical constraints.
In this section, we explore how workflow managers model processes as state machines or graphs, integrate intelligent...