24 docs tagged with "Python"

How OpenBox enforces approvals, blocks, halts, and guardrail outcomes in CrewAI runs.

Configure the OpenBox CrewAI SDK: engine options, environment variables, fail-open behavior, approvals, and instrumentation.

Govern CrewAI crews in Python: replace governed types, wrap the crew once, and capture task boundaries plus operational telemetry.

OpenBox SDK reference for CrewAI: govern agents, tasks, flows, approvals, and operational telemetry.

The DeepAgents concepts that matter when you add OpenBox governance: agents, tools, subagents, middleware, and runtime state.

Developer reference for governing DeepAgents workflows with OpenBox: DID signing, approvals, tool classification, telemetry, and configuration.

Add OpenBox governance to CrewAI agents: trust scoring, policy enforcement, and audit-grade evidence for multi-agent crews.

Add OpenBox governance to DeepAgents workflows: DID signing, policy enforcement, approvals, telemetry, and built-in tool classification.

Add OpenBox governance to LangChain agents with one middleware change.

Add OpenBox governance to LangGraph agents: wrap your compiled graph for real-time policy enforcement, guardrails, and human-in-the-loop approvals.

End-to-end guide for governing LangChain agents with OpenBox: install the SDK, register an agent, add middleware, configure DID signing, and verify live runs.

Govern a LangGraph application with OpenBox: install the SDK, wrap your compiled graph, configure identity, and verify live runs.

Learn the LangChain concepts that matter for OpenBox: agents, models, tools, middleware, and the runtime boundaries OpenBox governs.

OpenBox SDK reference for LangChain: govern agents, model calls, tools, approvals, guardrails, and operational telemetry.

The LangGraph concepts that matter when adding OpenBox governance to a graph-based agent.

Developer reference for governing LangGraph agents with OpenBox: graph handler, policy enforcement, guardrails, HITL, and tool classification.

Run the CrewAI SDK demos from the public repository and watch OpenBox govern agent tasks, tool activity, and approvals.

Understand what the OpenBox CrewAI SDK captures: task events, HTTP and database telemetry, file operations, and flow correlation.

Diagnose CrewAI SDK startup, policy, approval, telemetry, and runtime integration issues.

Fix common LangChain SDK issues: missing sessions, DID configuration, governance blocks, approval behavior, and telemetry gaps.

Add OpenBox to an existing LangChain agent without changing your model, tools, or prompt logic.

Add OpenBox to an existing CrewAI codebase without rewriting your agents, tasks, or flows.

Add OpenBox governance to an existing DeepAgents agent without changing its model, tools, subagents, or backend.

Add OpenBox governance to an existing LangGraph application without changing the graph topology.