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    First agent

    Install, build and serve your first agent, then learn the core ideas. 10 steps 0 of 10 read

    1. Why 10xGraph: you write the AI logic, it runs the infrastructure
    2. Installation
    3. Quickstart
    4. Project structure
    5. Mental Model
    6. Build a graph by hand
    7. StateGraph
    8. Agents and Tools
    9. State and Messages
    10. Serving Agents

    To production

    What runs around your code, how to scale it, ship it and watch it. 11 steps 0 of 11 read

    1. Platform overview
    2. Architecture
    3. Scaling and reliability
    4. What 10xGraph does not protect
    5. Production Deployment Checklist
    6. Configure 10xgraph.json
    7. Deploy
    8. Deploy on Kubernetes
    9. Observability
    10. Metrics with Prometheus and Grafana
    11. Graceful shutdown

    Security

    Auth, roles, tenant isolation, rate limits, validators and the audit log. 11 steps 0 of 11 read

    1. Security in five minutes
    2. Security and access
    3. Security Model
    4. Set up API authentication and authorization
    5. Tenancy and access
    6. Authorization scopes
    7. Configure Rate Limiting
    8. CORS and security headers
    9. Validate input and guard prompts
    10. Audit log
    11. SOC 2 and ISO 27001 control mapping

    By section

    Get started 0 of 15 read
    1. Introduction
    2. Why 10xGraph: you write the AI logic, it runs the infrastructure
    3. Get Started
    4. Installation
    5. Quickstart
    6. Security in five minutes
    7. Mental Model
    8. Build a graph by hand
    9. Add Memory with Threads
    10. Serve and inspect
    11. Call from your app
    12. Stream and approve
    13. Test and evaluate
    14. Project structure
    15. Coming from agentflow
    Concepts 0 of 22 read
    1. Concepts
    2. StateGraph
    3. State and Messages
    4. Agents and Tools
    5. Choosing a building block
    6. Routing, Command and callbacks
    7. Interrupts: human-in-the-loop
    8. Dependency Injection
    9. Streaming
    10. Checkpointing and Threads
    11. Hot and cold state: how PgCheckpointer stores threads
    12. Long-term Memory
    13. Context management
    14. Replay-safe tools
    15. Errors and limits
    16. Serving Agents
    17. Security and Validators
    18. Tenancy and access
    19. Events and observability
    20. Remote Tools
    21. Media and Files
    22. Extension points
    Examples 0 of 39 read
    1. 10xGraph examples
    2. Serve an agent with auth, from init to Docker
    3. A payment tool that cannot charge twice
    4. Human approval over the API
    5. Two users, one server, no shared threads
    6. File and web tools that stay in bounds
    7. Security regression tests for an agent
    8. Graceful Shutdown for a Python AI Agent Service with 10xGraph
    9. Retries, Fallback Models and Circuit Breaker for a Python AI Agent in 10xGraph
    10. Human-in-the-Loop Approval with interrupt() in a Python AI Agent (10xGraph)
    11. Persist Agent Conversations with SQLite, PostgreSQL and Redis Checkpointers in 10xGraph
    12. Context Window Management for Python AI Agents - Trim and Summarize with 10xGraph
    13. Callbacks, Validators and Lifecycle Hooks in 10xGraph
    14. Observability and Event Publishers for 10xGraph Agents
    15. Serve a 10xGraph Agent as a REST and SSE API
    16. 10xGraph Quickstart - Your First Python AI Agent with Tools
    17. 10xGraph StateGraph Basics - Custom State, Routing and Command
    18. Streaming a 10xGraph Python AI Agent with astream and StreamEmitter
    19. Tools in 10xGraph - @tool Decorator, Injected Params, ToolResult and Remote Tools
    20. LLM Providers in 10xGraph - OpenAI, Gemini, Claude, DeepSeek, Ollama
    21. Dependency Injection in 10xGraph Agents with InjectQ
    22. MCP Tools in a Python AI Agent with 10xGraph
    23. GitHub MCP Server with a 10xGraph Agent
    24. Xquik MCP Server with a 10xGraph Agent
    25. Long-Term Agent Memory with Postgres and Qdrant in 10xGraph
    26. RAG Agent with Qdrant and Reranking in 10xGraph (Python)
    27. Structured Output with Pydantic in 10xGraph Agents
    28. Multi-Agent Patterns in Python with 10xGraph
    29. Agent Skills in 10xGraph - On-Demand and Per-Tenant Session Mode
    30. Multimodal Agents in 10xGraph - Image, Document, Audio and Video Input
    31. Realtime Voice Agent with Gemini Live in 10xGraph (Python)
    32. Test 10xGraph Agents Without an LLM Using pytest
    33. Evaluate a 10xGraph Agent with Trajectory and LLM Judge Criteria
    34. Customer Support Swarm with Human Approval and Memory in 10xGraph
    35. Research Assistant with Plan-Act-Reflect and a Structured Report in 10xGraph
    36. Build a Data Extraction AI Agent in Python
    37. Build a Coding AI Agent in Python
    38. Docs Assistant with RAG, Qdrant and a React Chat UI (10xGraph)
    39. CopilotKit Frontend for a 10xGraph Agent over AG-UI
    Build agents 0 of 32 read
    1. Build agents
    2. Build a graph
    3. How to configure Agent
    4. Use custom state
    5. Write custom nodes
    6. Structured output
    7. Visualize a graph
    8. Choose and use prebuilt agents
    9. ReactAgent
    10. PlanActReflectAgent
    11. SwarmAgent
    12. SupervisorTeamAgent
    13. RAGAgent
    14. StructuredOutputAgent
    15. AudioAgent
    16. How to use the @tool decorator
    17. Use prebuilt tools
    18. Web Tools
    19. File Tools
    20. Memory Tools
    21. Use MCP tools in agents
    22. Emit Tool Progress Updates
    23. Manage conversation context
    24. How to use dependency injection
    25. Route between agents with handoff
    26. Add human approval with interrupt()
    27. Use Callbacks and Hooks
    28. Stream graph responses
    29. Send media to models
    30. How to build a realtime audio agent
    31. Batch LLM calls
    32. Give an agent Agent Skills
    Data and state 0 of 9 read
    1. Data and state
    2. Set up checkpointing
    3. Durability and concurrency
    4. How to use the memory store
    5. How to use PgVectorStore
    6. Cache store
    7. Postgres and Redis checkpointing
    8. Bring your own backend
    9. Backup and restore
    Integrations 0 of 8 read
    1. Integrations
    2. Model providers
    3. OpenAI
    4. Google
    5. Anthropic
    6. Embed a graph in FastAPI
    7. Build a chat frontend with CopilotKit and 10xGraph
    8. Coding assistants
    TypeScript client 0 of 13 read
    1. TypeScript client
    2. Secure your frontend
    3. Create and configure the client
    4. Invoke the agent
    5. Stream responses
    6. Manage threads
    7. Remote tools
    8. Work with files and multimodal messages
    9. Use the memory API
    10. Graph utilities and human-in-the-loop
    11. Build a realtime audio conversation
    12. Error handling
    13. Call 10xGraph from Next.js and React
    API server 0 of 11 read
    1. API server overview
    2. Run the API Server
    3. Configure 10xgraph.json
    4. Initialize a Project
    5. CLI Overview
    6. Invoke and stream over REST
    7. WebSocket streaming and realtime
    8. Serve your agent over AG-UI
    9. Handle files and multimodal input
    10. Remote tools
    11. Playground
    Deploy 0 of 5 read
    1. Deploy
    2. Deploy with Docker and Kubernetes
    3. Deploy on Kubernetes
    4. Graceful shutdown
    5. Configure ID generators
    Platform 0 of 7 read
    1. Platform overview
    2. Architecture
    3. Security Model
    4. Scaling and reliability
    5. What 10xGraph does not protect
    6. SOC 2 and ISO 27001 control mapping
    7. Production Deployment Checklist
    Background jobs 0 of 4 read
    1. Background jobs
    2. Background jobs
    3. Run background tasks with a worker
    4. Run work in the background
    Observability 0 of 7 read
    1. Observability
    2. Observability
    3. Metrics with Prometheus and Grafana
    4. Send traces to an OTLP endpoint
    5. Send traces to Arize Phoenix
    6. Send traces to Logfire and LangSmith
    7. Emit events from your graph
    Security and access 0 of 9 read
    1. Security and access
    2. Set up API authentication and authorization
    3. Authorization scopes
    4. Calling services as the user
    5. Multi-tenant data
    6. Configure Rate Limiting
    7. CORS and security headers
    8. Validate input and guard prompts
    9. Audit log
    Reference 0 of 57 read
    1. API reference
    2. Graph
    3. Agent
    4. Tools
    5. State
    6. Messages
    7. Context Manager
    8. LLM Utilities
    9. Skills
    10. Realtime audio
    11. StreamEmitter
    12. Exceptions
    13. Control flow
    14. Callback Manager
    15. Lifecycle Callbacks
    16. Background Task Manager
    17. ID Generator
    18. Runtime utilities
    19. Publishers
    20. Response adapters
    21. Checkpointers
    22. Memory stores
    23. Media
    24. Prebuilt agents
    25. Prebuilt tools
    26. Testing
    27. Evaluation
    28. Evaluation criteria
    29. Evaluation harness
    30. Conventions and permissions
    31. Graph endpoints
    32. Live WebSocket endpoint
    33. AG-UI endpoint
    34. Thread endpoints
    35. Memory store endpoints
    36. File upload endpoints
    37. Configuration endpoints
    38. Observability endpoints
    39. Health check endpoint
    40. CLI reference
    41. 10xgraph.json configuration reference
    42. Authentication
    43. Rate Limiting
    44. BaseCacheStore reference
    45. TenxGraphClient
    46. Graph control
    47. Message
    48. invoke()
    49. stream()
    50. realtime()
    51. Threads
    52. Memory
    53. Files
    54. Client authentication
    55. Error handling
    56. Error Codes Reference
    57. Environment Variables
    Testing and evaluation 0 of 12 read
    1. Testing and evaluation
    2. Test before production
    3. Unit Testing
    4. Run Tests
    5. Evaluation
    6. Building Eval Sets
    7. Evaluation Criteria
    8. Evaluation Presets and Configuration
    9. User Simulation
    10. Evaluation Reports
    11. Run Evaluations
    12. Running Evaluations in pytest
    Glossary 0 of 15 read
    1. AI Agent Glossary
    2. What Is an AI Agent? Definition and Python Guide (2026)
    3. What Is a ReAct Agent? Python Guide with Code Examples
    4. What Is Multi-Agent Orchestration? Python Guide
    5. What Is a State Graph? AI Agent Architecture Guide
    6. What Is Agent Memory? Types and Python Implementation
    7. What Is the Model Context Protocol (MCP)? Guide for AI Agents
    8. What Is RAG (Retrieval-Augmented Generation)? Python Guide
    9. What Is AI Agent Streaming? HTTP Streaming Guide for Python
    10. What Is Durable Execution for AI Agents?
    11. What Is an Idempotent Tool Call?
    12. What Is Thread Isolation?
    13. What Is Prompt Injection?
    14. What Is Multi-Tenancy?
    15. What Is an Audit Log?
    Troubleshooting 0 of 6 read
    1. Troubleshooting
    2. Installation troubleshooting
    3. Provider errors
    4. API Server Troubleshooting
    5. Client Troubleshooting
    6. Playground Troubleshooting
    Compare 0 of 6 read
    1. 10xGraph vs LangGraph, CrewAI, AutoGen: Compared
    2. 10xGraph vs LangGraph: Production Python Alternative
    3. 10xGraph vs CrewAI: Graphs vs Role-Based Crews
    4. 10xGraph vs Microsoft AutoGen: Python Compared
    5. 10xGraph vs LlamaIndex Agents: Runtime vs RAG
    6. 10xGraph vs Google ADK: Open-Source Alternative
    Project 0 of 7 read
    1. Project and releases
    2. Upgrade from 0.x to 1.0
    3. Upgrade to 0.9
    4. Roadmap and known gaps
    5. Security policy
    6. Getting help
    7. Contributing

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