💼 AI Business

AI Agents Go Live: From Sketchy Prototype to Bulletproof Production Beast

Picture this: your AI agent's crushing demos, but production? That's the real arena. Here's how to architect, build, and deploy agents that don't crumble under pressure.

Diagram of AI agent production architecture layers with compute, storage, and event flows

⚡ Key Takeaways

  • Mix stateless, stateful, and event-driven architectures for real-world agent fleets.
  • Build a five-layer infra stack: compute, storage, comms, observability, security—no skips.
  • Follow a CI/CD roadmap with human oversight to avoid production pitfalls.

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Priya Sundaram
Written by

Priya Sundaram

Hardware and infrastructure reporter. Tracks GPU wars, chip design, and the compute economy.

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Originally reported by Machine Learning Mastery

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