White paper

AI Agents Are Not APIs. Existing Gateways Can't Tell the Difference.

AI agents aren’t just another API; they fundamentally change how applications communicate, scale, and behave. Traditional gateways were built for predictable, stateless request-response traffic. Agentic workloads are the opposite: stateful, dynamic, and non-deterministic.

This whitepaper breaks down why existing API infrastructure fails in the agentic era and what enterprises must do instead.

Inside, you’ll learn:

  • The seven core assumptions API gateways make and how agents break every one
  • Why emerging protocols like MCP (Model Context Protocol) and A2A (Agent-to-Agent) require a new connectivity layer
  • The four critical traffic patterns introduced by agentic systems
  • The five pillars of production-ready agent infrastructure: security, observability, performance, cost control, and open standards
  • How to avoid the “agent sprawl → breach → governance crisis” lifecycle most organizations hit within 18 months

If you're building or scaling AI agents, this paper lays out what your infrastructure actually needs to support them - before complexity catches up.

Read the White Paper
AI Agents Are Not APIs. Existing Gateways Can't Tell the Difference.
AI Agents Are Not APIs. Existing Gateways Can't Tell the Difference.
White Paper
Read the White Paper

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