1 · Modern Full-Stack Runtimes

1. Edge Compute & Streaming HTTP Responses

Server-Sent Events (SSE), transfer-encoding chunked, and edge-native architectures.

9 min read · 2 MCQs

Why Streaming is Mandatory for AI UX

Large language models take 2–10 seconds to generate complete responses. Waiting for full completion results in high perceived latency. HTTP streaming (Server-Sent Events) pushes tokens incrementally as they are sampled, cutting Time to First Token (TTFT) to under 200ms.

Edge Function Constraints

Edge runtimes (Cloudflare Workers, V8 isolates) boot in < 5ms without cold starts, but have strict memory caps (128MB) and lack native Node.js C++ bindings. Architect forward deployments to offload heavy workloads to serverless container workers.

Chapter quiz

2 questions · pass mark 75%

1. Why is Server-Sent Events (SSE) streaming essential for modern AI interfaces?
2. What is the main operational difference between Edge V8 isolates and traditional Node.js containers?