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“Agentic AI” has become the new shorthand for autonomy. Loop an LLM. Give it tools. Add retries. Call it an agent. In demos, it looks impressive — damn impressive! Plans are generated, tasks are chained, decisions appear to emerge. But remove the human injecting urgency, correction, and intent, and most of these systems stall. This…
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Walk into any lab built in the last 30 years and you’ll find it.Legacy software.Often built on a 1990s codebase.Running on a fragile Windows XP machine in the corner.No REST API. No modularity. No way out. And somehow, it still works.Barely. 🧱 The Problem Isn’t That It’s Old—It’s That It’s Closed Software without an API…

