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From Hype to Harness: Decoding Production-Ready AI Agent Engineering Through 13K-Star Frameworks and Cross-Model Benchmarks

Originally published on tamiz.pro . Introduction AI agents promise autonomy, reasoning, and adaptive behavior — but the gap between demo and deploym…

ai machine learning hype

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From Hype to Hard Reality: What We're Learning About Shipping AI Agents in Production

Originally published on tamiz.pro . For the better part of two years, the narrative has been seductive: build a few function calls around a reasonin…

ai machine learning hype

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From Hype to Production: The Harsh Reality of Shipping AI Agents Beyond the Demo

Originally published on tamiz.pro . The demo works beautifully. The agent reads the inbox, writes a draft, calls the API, and updates the database —…

ai machine learning hype