Strapi vs LangSmith

Strapi

LangSmith

Strapi · 16 features

• Audit Logs (EE) — Track every admin action.
• Components — Reusable field groups shared across content types.
• Content Types Builder — Visual schema builder — fields, relations, components, dynamic zones.
• Custom Fields — Plugin-based custom field types (color picker, markdown, etc.).
• Draft & Publish — Two-phase publishing workflow.
• Dynamic Zones — Flexible page builder — authors pick components to add.
• GraphQL API (plugin) — Optional GraphQL layer via official plugin.
• Internationalization — Multi-locale content out of the box.
• Media Library — Upload + organize media. Providers: local, S3, Cloudinary, DO Spaces.
• Releases (EE) — Bundle content changes and publish atomically.
• REST API (auto-gen) — Auto-generated REST endpoints per content type. Full CRUD + filters.
• Review Workflows (EE) — Approval-based content workflows.
• Role-Based Access Control — Per-role permissions at content type + field level.
• SSO / SAML (EE) — Enterprise identity for admin users.
• Strapi Cloud — Fully-managed hosting of Strapi instances.
• Webhooks — Built-in webhooks on content lifecycle events.

LangSmith · 14 features

• Alerts — Threshold alerts on latency, cost, eval metrics.
• Annotation Queues — Human-review workflows for trace quality rating.
• Custom Dashboards — Aggregate metrics dashboards per project/tag.
• Datasets — Collect examples → use as eval sets or training data.
• Evaluations — LLM-as-judge, embedding similarity, custom Python evaluators, offline batch eval…
• LangChain Integration — Auto-trace any LangChain/LangGraph run with env var.
• LangGraph Integration — First-class trace + eval for LangGraph agents.
• LLM Tracing — Automatic trace every LLM call + tool call + chain step.
• OpenTelemetry Export — Export traces as OTLP to Datadog/Honeycomb/etc.
• Playground — Test prompts + models inline before deploying.
• Prompt Canvas — Visual prompt editor with live test + eval.
• Prompt Hub — Public + private prompt library with versioning.
• Self-Hosted (Enterprise) — Docker + k8s deployment in your infra.
• Threads + Sessions — Group traces into conversational sessions.