{"id":"nsphung-agent-studio-starter","name":"agent-studio-starter","af_score":41.5,"security_score":26.0,"reliability_score":23.8,"what_it_does":"Provides a starter template for building an AI agent web app: a FastAPI backend using LangGraph Deep Agents (with tools and streaming) paired with a Next.js frontend using CopilotKit generative UI that renders tool-call events in real time. Includes Kubernetes/Skaffold deployment scaffolding.","best_when":"You want a working baseline to experiment with LangGraph + CopilotKit and quickly build a UI that reflects tool execution states.","avoid_when":"You need out-of-the-box authentication/authorization, documented rate limits, and strong operational guarantees suitable for public exposure without additional hardening.","last_evaluated":"2026-03-30T15:31:01.064328+00:00","has_mcp":false,"has_api":true,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Template likely assumes tool outputs are valid JSON; UI parsing via JSON.parse(result) may fail if tool returns non-JSON or unexpected shapes.","No explicit guidance is provided here on idempotency for tool invocations; retries could duplicate side effects for real tools.","No explicit rate-limit or backoff strategy is documented for either client or server in the provided content."],"error_quality":0.0}