Discussion on "We've Shipped AI Automation in Production. Here's Every Mistake We Made So You Don't Have To."

XCEL Corp · 2026-05-08T09:56:24.523Z

Most teams building AI-driven automation for the first time make the same foundational error — they treat LLMs like deterministic systems.They're not. And that difference reshapes everything about how

Discussion on "We've Shipped AI Automation in Production. Here's Every Mistake We Made So You Don't Have To." | Hashnode

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We've Shipped AI Automation in Production. Here's Every Mistake We Made So You Don't Have To.

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