AI Engineering

AI Agent Design Patterns for Production Reliability

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You have built an AI agent that works perfectly on your laptop. Every tool call succeeds. The routing logic behaves exactly as intended. You deploy to production, and within an hour, the agent enters an infinite loop, your on-call alerts fire, and you spend the next two days staring at logs trying to understand what … Read more

Building AI-Powered Content Pipelines on the Edge

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There is a particular kind of problem that accumulates quietly until it becomes unmanageable: information overload. If you run RSS feeds from a dozen technical sources, the unread count climbs faster than any human can reasonably process. The standard response is to ignore most of it, which defeats the purpose. The two approaches I want … Read more