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Guardrail layers and latency

Respuesta corta Los guardrails de IA se implementan en capas superpuestas —preprocesamiento, ejecución y postprocesamiento— cuya integración afecta directamente la latencia final del sistema.

  • Three-layered AI guardrails: preprocessing, execution, postprocessing
  • Execution layer adds 15-120 ms per stage, 78% of total latency
  • Optimization techniques: shared memory, compile-time regex, early checks

"We don't train on your data" is not zero retention

AI-researched, reviewed by derio Labs. Not legal advice. Vendor terms change, so check the primary page as of your contract date.

  • OpenAI does not train on customer data by default
  • Chats are archived indefinitely until manually deleted
  • Minimum retention period is 90 days for Enterprise clients

Lawful Agents, Part 1: Your agent is reading an API that was never written for it

If you have ever pointed an agent at an enterprise API, you will know how it goes. The response comes back five levels deep, the model spends half its context working out where the manager's name…

  • Workday's Agent-Ready MCP tools differ from traditional APIs in schema structure and error handling.
  • Tools follow MCP JSON-RPC 2.0 standard with single endpoint per tenant for simplified connection.
  • Registration required for third-party agents in Workday's Agent System of Record (ASOR).

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