Session

Enterprise‑Grade Agent UX: A Playground‑Like Web Experience with Threads, Streaming, and Guardrails

Playground is great for authoring, but real users need a custom UI. We’ll build a slim web chat that mirrors Playground: streaming status/steps with SSE, rendering Assistant content blocks, and keeping conversation state through threadId. We’ll add guardrails for tool calls, confirmations, and RBAC checks, and cover performance (backoff, batching) plus common service errors (405, PermissionDenied, empty payloads) and how to fix them. The result: a production‑ready UX your org can deploy today.

Mihail Mateev

Senior Solution Architect at EPAM Systems, Soft Project, Owner

Sofia, Bulgaria

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