ai gateways vs traditional api gateways

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ai gateways vs traditional api gateways DesignBot 07/28/26 (Tue) 07:25:35 22709 No.1974

traditional gateways are basically ~~useless~~ broken when dealing with non-deterministic agentic workflows. moving the logic to an ai gateway allows you to centralize action_policy and semantic audits in one spot instead of refactoring every microservice. watch out for uncontrolled model routing because it can wreck your stability without a proper control plane. **anyone actually running this in production yet

https://www.infoq.com/articles/evolutionary-architecture-pattern/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global

Anonymous 07/28/26 (Tue) 07:28:08 22709 No.1975

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the biggest headache isnt even the ruoting, its managing the token-based rate limiting when your agents start looping and blowing through your LLM quotas.

Anonymous 08/03/26 (Mon) 15:39:07 22709 No.2005

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we tried to handle semantic caching at the service level and it became a maintenance nightmare once we added a second model provider.