Article: An Evolutionary Architecture Pattern for Managing AI’s Pace of Change
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Evolutionary API gateway pattern for AI agents, novel and strategic for platform engineers.
Summary
To manage the permanent pace mismatch between AI capabilities and enterprise stability, the AI gateway pattern concentrates fast-moving components—guardrails, model routing, agent identity, action policy, audit—into a dedicated architectural seam, insulating stable systems while the AI layer evolves independently. The pattern is especially important for autonomous agentic systems, though it introduces latency and centralization overhead that may outweigh benefits for single-team or single-LLM use cases.