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…aphRunner Implements PR 5 — ManagedAgentGraph + create_agent_graph(): ldai: - managed_agent_graph.py: ManagedAgentGraph wrapper holding AgentGraphRunner + AIGraphTracker; exposes run(), get_agent_graph_runner(), get_tracker() - LDAIClient.create_agent_graph(key, context, tools): resolves graph via agent_graph(), delegates to RunnerFactory, returns ManagedAgentGraph - Exports ManagedAgentGraph from top-level ldai package ldai_openai: - OpenAIAgentGraphRunner(AgentGraphRunner): builds agents via reverse_traverse using the openai-agents SDK; auto-tracks path, tool calls, handoffs, latency, invocation success/failure - OpenAIRunnerFactory.create_agent_graph(graph_def, tools) -> OpenAIAgentGraphRunner ldai_langchain: - LangGraphAgentGraphRunner(AgentGraphRunner): builds a LangGraph StateGraph via traverse(); auto-tracks latency and invocation success/failure - LangChainRunnerFactory.create_agent_graph(graph_def, tools) -> LangGraphAgentGraphRunner Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
…n rollup Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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feat: Add OpenAIAgentGraphRunner support
feat: Add LangGraphAgentGraphRunner support
Note
Medium Risk
Adds new agent-graph execution paths for both OpenAI Agents and LangGraph, including tool invocation and metric tracking, which could affect runtime behavior and observability. Risk is mitigated by being additive and guarded by optional dependencies (
openai-agents/langgraph) with explicit failure handling.Overview
Adds first-class managed agent graph execution via new
ManagedAgentGraphandLDAIClient.create_agent_graph(), returning a runnable wrapper around a provider-specificAgentGraphRunnerand tracking a new$ld:ai:usage:create-agent-graphevent.Introduces two new provider implementations:
OpenAIAgentGraphRunner(OpenAI Agents SDK) andLangGraphAgentGraphRunner(LangGraph), pluscreate_agent_graph()wiring inOpenAIRunnerFactoryandLangChainRunnerFactoryand exports in each provider package. Both runners execute anAgentGraphDefinition, integrate tool registries, and record graph/node metrics (path, latency, success/failure, token usage; plus handoff/tool-call tracking for OpenAI).Written by Cursor Bugbot for commit f1836a4. This will update automatically on new commits. Configure here.