Session

The Sub-100ms Imperative: High-Performance API Engineering for AI-Agent-Driven Systems

As agentic AI systems increasingly rely on APIs as their nervous system, the performance bar has fundamentally shifted. A human tolerates a 400ms response; an AI orchestration loop calling twelve APIs in sequence does not. In this session, we explore five battle-tested engineering pillars for building APIs that are both high-throughput and predictably low-latency, drawn from real-world architecture at enterprise scale in financial services.
We'll cover protocol selection tradeoffs (REST vs. gRPC vs. GraphQL vs. emerging MCP patterns), multi-layer caching architectures, async/non-blocking patterns, payload optimization, and observability-driven performance tuning with p99 focus. Attendees will leave with a practical design checklist, common anti-patterns to avoid, and a mental model for evaluating latency at every layer of the API stack, whether they're serving mobile clients, microservices, or autonomous AI agents.

Brij Mohan

LPL Financial

Cary, North Carolina, United States

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