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Architectures

RAG Pipeline Multi-Agent LangGraph CrewAI Multi-Agent Crew Custom Orchestration

Sessions & long-running work

Chatbot Sessions Long Running Sessions Integration

Machine interfaces

MCP Integration llms.txt File

SDKs

Python SDK TypeScript SDK Go SDK SDK Doctor Browser SDK HTTP Trace Injection OpenTelemetry (OTLP)Distributed Tracing

Configuration

Sessions Tags Workflow Name Multiple Workflows in One Codebase Secondary Clients Flush and Shutdown Custom Attributes Prompt Templates and Managed Prompts PII Redaction End-User Identity

Concepts

Span Kinds Python Auto-Instrumentation

Cloud & Direct Providers

OpenAI Anthropic Google Gemini Azure OpenAI AWS Bedrock Vertex AI OpenRouter

Agent Frameworks

LangChain CrewAI Mastra Vercel AI SDK Pydantic AI DSPy Agno Strands Google ADK Pi Agent OpenAI Agents SDK

Agent SDKs

Claude Agent SDK Hermes

Developer Tools

Claude Code Plugin Codex Hooks opencode Plugin Agent Skills MCP Server User MCP Catalog Legacy Project-Key MCP Tools

Getting started

API quickstart Authentication and scopes

API concepts

Pagination Errors and rate limits Idempotency and safe retries Operation availability

Reference

NeatLogs CLI User MCP login and proxy Tested CLI workflows Project, evaluation and classifier workflows CI and agent automation Profiles, credentials, and output

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