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AI Agents

Moving beyond single prompts: practical patterns for building, deploying, and operating reliable AI agents that automate complex organizational workflows.

The real value of AI agents isn’t in generalist chatbots or simple prompt wrappers. It shows up when you pair LLMs with deterministic tools to handle multi-step workflows that previously required manual oversight.

These posts explore what it takes to take agents from local prototypes into reliable production assets: from choosing initial use cases to structuring instruction layers, managing state, and maintaining reliability.