> Markdown version of [/videos/100365-designing-high-performance-ai-apis-lessons-from-serving-millions-of-real-time-requests?t=406](https://www.wearedevelopers.com/videos/100365-designing-high-performance-ai-apis-lessons-from-serving-millions-of-real-time-requests?t=406). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Designing High-Performance AI APIs: Lessons from Serving Millions of Real-Time Requests Wayne Liu warns that standard REST APIs fail under heavy AI inference. Discover how asynchronous, task-based orchestration seamlessly powers 200 million daily requests for retail giants. - **Speakers:** [Wayne Liu](https://www.wearedevelopers.com/@wayne-liu) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 28:50 - **URL:** https://www.wearedevelopers.com/videos/100365-designing-high-performance-ai-apis-lessons-from-serving-millions-of-real-time-requests - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/fe4185821ca4ab9be4b685ceb76ff6bf/thumbnails/thumbnail.jpg?time=408535ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Architecting inference layers and meta harnesses to manage token costs](https://www.wearedevelopers.com/videos/100600-inside-the-ai-native-engineering-org) (from "Inside the AI-Native Engineering Org") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ffe256ba71a3d5017d4ff5d033858092/thumbnails/thumbnail.jpg?time=242411ms - [Understanding the relationship between APIs and AI](https://www.wearedevelopers.com/videos/989-building-apis-in-the-ai-era) (from "Building APIs in the AI Era") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/5e9bb8b0d3e6cd0564aa51c5213c6155/thumbnails/thumbnail.jpg?time=165785ms - [Balancing AI investment with product shipping commitments](https://www.wearedevelopers.com/videos/100559-beyond-the-code-human-ai-synergies-in-product-development) (from "Beyond the Code: Human-AI Synergies in Product Development") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/78829b5ca60a748da0fd6e30ecc8ed86/thumbnails/thumbnail.jpg?time=163907ms - [Cost and latency pressures pushing AI to the edge](https://www.wearedevelopers.com/videos/100295-from-perception-to-autonomy-building-agentic-edge-ai-robots-with-ros-2) (from "From Perception to Autonomy: Building Agentic Edge AI Robots with ROS 2") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6213f46641779f648ee4442e9156a7c5/thumbnails/thumbnail.jpg?time=148470ms - [Balancing commercial limits and usage restrictions in AI](https://www.wearedevelopers.com/videos/1983-compliance-risk-shipping-open-source-ai-and-containers) (from "Compliance & Risk: Shipping Open Source, AI, and Containers") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9d0dd003d355fc89c2a98c1fcbaec0ce/thumbnails/thumbnail.jpg?time=196960ms - [Exploring modern AI SDKs and production deployment challenges](https://www.wearedevelopers.com/videos/1988-your-ai-agent-is-just-a-while-loop-with-an-api-call-let-me-prove-it) (from "Your AI Agent is just a while loop with an API call. Let me prove it") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6e857903a8f6a85530d0d8ab371e0d3e/thumbnails/thumbnail.jpg?time=163040ms ## Related Articles - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) ## Related Jobs - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/3530576-director-ai-data-solution-architect) at **PwC** - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/4307181-director-ai-data-solution-architect) at **PwC** - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/4291047-director-ai-data-solution-architect) at **PwC** - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/4233270-director-ai-data-solution-architect) at **PwC** - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/4451820-director-ai-data-solution-architect) at **PwC** - [Director, AI & Data Solution Architect](https://www.wearedevelopers.com/jobs/ext/3556109-director-ai-data-solution-architect) at **PwC**