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Ai AgentsFebruary 17, 2026| 10 min

Building AI Agents in 2026: Architecture Patterns That Actually Scale

Most AI agents fail in production — not because of the LLM, but because of architecture. This guide covers the patterns that separate agents that work from agents that break: ReAct, Plan-and-Execute, memory systems, tool design, observability, and cost optimization. With real code.

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