chore: release main

[github-actions]

🤖 I have created a release beep boop

launchdarkly-server-sdk-ai: 0.17.0

0.17.0 (2026-04-02)

⚠ BREAKING CHANGES

• Bump minimum LangChain version to 1.0.0
• Split track_metrics_of into sync and async variants (#112)
• Remove node-scoped methods from AIGraphTracker (track_node_invocation, track_tool_call, track_node_judge_response), use related AIConfigTracker methods instead
• Extract shared utilities to openai_helper
• Extract shared utilities to langchain_helper
• Restructure provider factory and support additional create methods (#102)

Features

• Add get_ai_usage_from_response to openai_helper (4fab18f)
• Add get_tool_calls_from_response and sum_token_usage_from_messages to langchain_helper (4fab18f)
• Add LangGraphAgentGraphRunner (56ce0fd)
• Add LDAIClient.create_agent() returning ManagedAgent (53fd95e)
• Add ManagedAgentGraph support (#111) (56ce0fd)
• Add ModelRunner ABC with invoke_model() and (453c71c)
• Add OpenAIAgentGraphRunner (56ce0fd)
• Add OpenAIAgentRunner with agentic tool-calling loop (53fd95e)
• add optimization package stub (872e81e)
• Add optional graph_key to all LDAIConfigTracker track_* methods for graph correlation (4fab18f)
• Add track_tool_call/track_tool_calls to LDAIConfigTracker (4fab18f)
• Adds optimization package stub (58b7731)
• Bump minimum LangChain version to 1.0.0 (dc592c5)
• Deprecated Chat object in favor of ManagedModel (453c71c)
• Deprecated create_chat(), use create_model() on the LDAIClient (453c71c)
• Drop support for python 3.9 (#114) (dc592c5)
• Extract shared utilities to langchain_helper (453c71c)
• Extract shared utilities to openai_helper (453c71c)
• Introduce ManagedAgent and AgentRunner implementations (#110) (53fd95e)
• Introduce ManagedModel and ModelRunner (PR-3) (#104) (453c71c)
• Restructure provider factory and support additional create methods (#102) (e6e4907)
• Split track_metrics_of into sync and async variants (#112) (4fab18f)

Bug Fixes

• make AIGraphTracker.track_total_tokens accept Optional[TokenUsage], skip when None or total <= 0 (4fab18f)
• Remove node-scoped methods from AIGraphTracker (track_node_invocation, track_tool_call, track_node_judge_response), use related AIConfigTracker methods instead (4fab18f)
• use time.perf_counter_ns() for sub-millisecond precision in duration calculations (4fab18f)

launchdarkly-server-sdk-ai-langchain: 0.4.0

0.4.0 (2026-04-02)

⚠ BREAKING CHANGES

• Bump minimum LangChain version to 1.0.0
• Split track_metrics_of into sync and async variants (#112)
• Remove node-scoped methods from AIGraphTracker (track_node_invocation, track_tool_call, track_node_judge_response), use related AIConfigTracker methods instead
• Extract shared utilities to openai_helper
• Extract shared utilities to langchain_helper
• Restructure provider factory and support additional create methods (#102)

Features

• Add get_ai_usage_from_response to openai_helper (4fab18f)
• Add get_tool_calls_from_response and sum_token_usage_from_messages to langchain_helper (4fab18f)
• Add LangGraphAgentGraphRunner (56ce0fd)
• Add LDAIClient.create_agent() returning ManagedAgent (53fd95e)
• Add ManagedAgentGraph support (#111) (56ce0fd)
• Add ModelRunner ABC with invoke_model() and (453c71c)
• Add OpenAIAgentGraphRunner (56ce0fd)
• Add OpenAIAgentRunner with agentic tool-calling loop (53fd95e)
• add optimization package stub (872e81e)
• Add optional graph_key to all LDAIConfigTracker track_* methods for graph correlation (4fab18f)
• Add track_tool_call/track_tool_calls to LDAIConfigTracker (4fab18f)
• Adds optimization package stub (58b7731)
• Bump minimum LangChain version to 1.0.0 (dc592c5)
• Deprecated Chat object in favor of ManagedModel (453c71c)
• Deprecated create_chat(), use create_model() on the LDAIClient (453c71c)
• Drop support for python 3.9 (#114) (dc592c5)
• Extract shared utilities to langchain_helper (453c71c)
• Extract shared utilities to openai_helper (453c71c)
• Introduce ManagedAgent and AgentRunner implementations (#110) (53fd95e)
• Introduce ManagedModel and ModelRunner (PR-3) (#104) (453c71c)
• Restructure provider factory and support additional create methods (#102) (e6e4907)
• Split track_metrics_of into sync and async variants (#112) (4fab18f)

Bug Fixes

• make AIGraphTracker.track_total_tokens accept Optional[TokenUsage], skip when None or total <= 0 (4fab18f)
• Remove node-scoped methods from AIGraphTracker (track_node_invocation, track_tool_call, track_node_judge_response), use related AIConfigTracker methods instead (4fab18f)
• use time.perf_counter_ns() for sub-millisecond precision in duration calculations (4fab18f)

launchdarkly-server-sdk-ai-openai: 0.3.0

0.3.0 (2026-04-02)

⚠ BREAKING CHANGES

• Bump minimum LangChain version to 1.0.0
• Extract shared utilities to openai_helper
• Extract shared utilities to langchain_helper
• Restructure provider factory and support additional create methods (#102)

Features

• Add LangGraphAgentGraphRunner (56ce0fd)
• Add LDAIClient.create_agent() returning ManagedAgent (53fd95e)
• Add ManagedAgentGraph support (#111) (56ce0fd)
• Add ModelRunner ABC with invoke_model() and (453c71c)
• Add OpenAIAgentGraphRunner (56ce0fd)
• Add OpenAIAgentRunner with agentic tool-calling loop (53fd95e)
• add optimization package stub (872e81e)
• Adds optimization package stub (58b7731)
• Bump minimum LangChain version to 1.0.0 (dc592c5)
• Deprecated Chat object in favor of ManagedModel (453c71c)
• Deprecated create_chat(), use create_model() on the LDAIClient (453c71c)
• Drop support for python 3.9 (#114) (dc592c5)
• Extract shared utilities to langchain_helper (453c71c)
• Extract shared utilities to openai_helper (453c71c)
• Introduce ManagedAgent and AgentRunner implementations (#110) (53fd95e)
• Introduce ManagedModel and ModelRunner (PR-3) (#104) (453c71c)
• Restructure provider factory and support additional create methods (#102) (e6e4907)

launchdarkly-server-sdk-ai-optimization: 0.1.0

0.1.0 (2026-04-02)

⚠ BREAKING CHANGES

• Bump minimum LangChain version to 1.0.0

Features

• Add optimization package stub (#109) (ebd5166)
• Adds optimization package stub (58b7731)
• Adds optimization package stub (cc85a05)
• Bump minimum LangChain version to 1.0.0 (dc592c5)
• Drop support for python 3.9 (#114) (dc592c5)

Bug Fixes

• consistency with other makefiles (b9a5601)

---

This PR was generated with Release Please. See documentation.

---

Note

Low Risk
Low risk because this PR only updates release metadata (versions, manifests, provenance docs, and changelogs) without changing runtime code paths.

Overview
Bumps package versions for the release: launchdarkly-server-sdk-ai to 0.17.0, LangChain provider to 0.4.0, OpenAI provider to 0.3.0, and introduces/bumps launchdarkly-server-sdk-ai-optimization to 0.1.0 (via .release-please-manifest.json and each package’s pyproject.toml/__init__.__version__).

Updates CHANGELOG.md entries and PROVENANCE.md version references to match the new release numbers.

^{Written by Cursor Bugbot for commit ae3e183. This will update automatically on new commits. Configure here.}

[jsonbailey]

Hold off on merging this. I am working to merge in all of the Agent Graph work so that we don't have multiple breaking change versions.

[cursor]

Cursor Bugbot has reviewed your changes and found 1 potential issue.

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[github-actions]

🤖 Created releases:

• launchdarkly-server-sdk-ai-0.17.0
• launchdarkly-server-sdk-ai-langchain-0.4.0
• launchdarkly-server-sdk-ai-openai-0.3.0
• launchdarkly-server-sdk-ai-optimization-0.1.0

🌻