andrewklatzke · Oct 9, 2026 · Oct 9, 2026
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
@@ -1,10 +1,10 @@
 {
-  "packages/client": "0.2.4",
-  "packages/ai": "0.1.8",
-  "packages/claude-agents": "0.2.4",
-  "packages/claude-messages": "0.2.3",
-  "packages/openai-agents": "0.2.4",
-  "packages/openai-messages": "0.2.3",
-  "packages/langchain-agents": "0.2.4",
-  "packages/langchain-messages": "0.2.3"
+  "packages/client": "0.3.0",
+  "packages/ai": "0.2.0",
+  "packages/claude-agents": "0.2.5",
+  "packages/claude-messages": "0.2.4",
+  "packages/openai-agents": "0.2.5",
+  "packages/openai-messages": "0.2.4",
+  "packages/langchain-agents": "0.2.5",
+  "packages/langchain-messages": "0.2.4"
 }
diff --git a/packages/ai/CHANGELOG.md b/packages/ai/CHANGELOG.md
@@ -1,5 +1,32 @@
 # Changelog
 
+## [0.2.0](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-python-0.1.8...launchdarkly-ai-python-0.2.0) (2026-10-09)
+
+
+### ⚠ BREAKING CHANGES
+
+* **evaluations:** take tools as a list of EvalTool, with inline definitions ([#105](https://github.com/launchdarkly/python-ai-sdk/issues/105))
+* **evaluations:** rename Tool to EvalTool, freeze it, and make tools.get async
+* **evaluations:** take tools as a list of Tool
+
+### Experimental
+
+* **evaluations:** rename Tool to EvalTool, freeze it, and make tools.get async ([4b8a819](https://github.com/launchdarkly/python-ai-sdk/commit/4b8a81936b9345048be7c05cd9842e07a32a421d))
+* **evaluations:** take tools as a list of EvalTool, with inline definitions ([#105](https://github.com/launchdarkly/python-ai-sdk/issues/105)) ([cad1547](https://github.com/launchdarkly/python-ai-sdk/commit/cad1547154270695c0e9a8673a4daa12a8161a35))
+* **evaluations:** take tools as a list of Tool ([0a92b13](https://github.com/launchdarkly/python-ai-sdk/commit/0a92b13a75869361c28a6efb5cf6b94bfdb5907c))
+* **skills:** add experimental Agent Skills under `launchdarkly_ai_server.experimental.skills` ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
+
+### Features
+
+* **client:** warn about unrecognized `init_client` options instead of ignoring them silently ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
+
+### Bug Fixes
+
+* **client:** `init_client` adopts a client only after telemetry setup succeeds, and closes a client it built when setup fails ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+* **client:** `shutdown()` releases the global OpenTelemetry tracer provider the SDK registered, so a later `init_client` exports spans again ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
 ## [0.1.8](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-python-0.1.7...launchdarkly-ai-python-0.1.8) (2026-09-30)
 
 

diff --git a/packages/ai/pyproject.toml b/packages/ai/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-python"
-version = "0.1.8"
+version = "0.2.0"
 requires-python = ">=3.12"
 dependencies = ["launchdarkly-ai-server"]
 description = "LaunchDarkly AI SDK for Python — convenience barrel re-export"

diff --git a/packages/ai/src/launchdarkly_ai_python/__init__.py b/packages/ai/src/launchdarkly_ai_python/__init__.py
@@ -3,7 +3,7 @@
 See https://launchdarkly.com/docs for usage.
 """
 
-__version__ = "0.1.8"  # x-release-please-version
+__version__ = "0.2.0"  # x-release-please-version
 
 from launchdarkly_ai_server import *  # noqa: F403
 from launchdarkly_ai_server import register_ai_sdk_package

diff --git a/packages/claude-agents/CHANGELOG.md b/packages/claude-agents/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [0.2.5](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-claude-agents-0.2.4...launchdarkly-ai-claude-agents-0.2.5) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
 ## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-claude-agents-0.2.3...launchdarkly-ai-claude-agents-0.2.4) (2026-09-30)
 
 

diff --git a/packages/claude-agents/pyproject.toml b/packages/claude-agents/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-claude-agents"
-version = "0.2.4"
+version = "0.2.5"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/claude-agents/src/launchdarkly_ai_claude_agents/_version.py b/packages/claude-agents/src/launchdarkly_ai_claude_agents/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-claude-agents"
-__version__ = "0.2.4"  # x-release-please-version
+__version__ = "0.2.5"  # x-release-please-version
diff --git a/packages/claude-messages/CHANGELOG.md b/packages/claude-messages/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-claude-messages-0.2.3...launchdarkly-ai-claude-messages-0.2.4) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
 ## [0.2.3](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-claude-messages-0.2.2...launchdarkly-ai-claude-messages-0.2.3) (2026-09-21)
 
 

diff --git a/packages/claude-messages/pyproject.toml b/packages/claude-messages/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-claude-messages"
-version = "0.2.3"
+version = "0.2.4"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/claude-messages/src/launchdarkly_ai_claude_messages/_version.py b/packages/claude-messages/src/launchdarkly_ai_claude_messages/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-claude-messages"
-__version__ = "0.2.3"  # x-release-please-version
+__version__ = "0.2.4"  # x-release-please-version
diff --git a/packages/client/CHANGELOG.md b/packages/client/CHANGELOG.md
@@ -1,5 +1,40 @@
 # Changelog
 
+## [0.3.0](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-server-0.2.4...launchdarkly-ai-server-0.3.0) (2026-10-09)
+
+
+### ⚠ BREAKING CHANGES
+
+* **evaluations:** take tools as a list of EvalTool, with inline definitions ([#105](https://github.com/launchdarkly/python-ai-sdk/issues/105))
+* **evaluations:** rename Tool to EvalTool, freeze it, and make tools.get async
+* **evaluations:** take tools as a list of Tool
+
+### Experimental
+
+* **evaluations:** let tools= override a variation's tools ([90b293c](https://github.com/launchdarkly/python-ai-sdk/commit/90b293c17b461c5459dfbd9b7d5e6a9a288d6a89))
+* **evaluations:** Model resolution for remote AI config fetch ([#147](https://github.com/launchdarkly/python-ai-sdk/issues/147)) ([0b4df05](https://github.com/launchdarkly/python-ai-sdk/commit/0b4df05e6d4b5883b44c90c291644cbbf9c53140))
+* **evaluations:** rename Tool to EvalTool, freeze it, and make tools.get async ([4b8a819](https://github.com/launchdarkly/python-ai-sdk/commit/4b8a81936b9345048be7c05cd9842e07a32a421d))
+* **evaluations:** take tools as a list of EvalTool, with inline definitions ([#105](https://github.com/launchdarkly/python-ai-sdk/issues/105)) ([cad1547](https://github.com/launchdarkly/python-ai-sdk/commit/cad1547154270695c0e9a8673a4daa12a8161a35))
+* **evaluations:** take tools as a list of Tool ([0a92b13](https://github.com/launchdarkly/python-ai-sdk/commit/0a92b13a75869361c28a6efb5cf6b94bfdb5907c))
+* **skills:** add experimental Agent Skills under `launchdarkly_ai_server.experimental.skills` ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+* **client:** warn about unrecognized `init_client` options instead of ignoring them silently ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
+
+### Bug Fixes
+
+* **client:** `init_client` adopts a client only after telemetry setup succeeds, and closes a client it built when setup fails ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+* **client:** `shutdown()` releases the global OpenTelemetry tracer provider the SDK registered, so a later `init_client` exports spans again ([dfb519c](https://github.com/launchdarkly/python-ai-sdk/commit/dfb519ce3ef4514af992c4bd4dddd8adc8f6aeef))
+
+
+### Documentation
+
+* **evaluations:** call the credential an API key, not a token ([7a238e5](https://github.com/launchdarkly/python-ai-sdk/commit/7a238e573f3aaeed62963ccd4338ffb14c9ca573))
+
 ## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-server-0.2.3...launchdarkly-ai-server-0.2.4) (2026-09-30)
 
 

diff --git a/packages/client/pyproject.toml b/packages/client/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-server"
-version = "0.2.4"
+version = "0.3.0"
 requires-python = ">=3.12"
 dependencies = ["opentelemetry-api>=1.25"]
 description = "LaunchDarkly AI SDK core client for Python"

diff --git a/packages/client/src/launchdarkly_ai_server/__init__.py b/packages/client/src/launchdarkly_ai_server/__init__.py
@@ -3,7 +3,7 @@
 See https://launchdarkly.com/docs for usage.
 """
 
-__version__ = "0.2.4"  # x-release-please-version
+__version__ = "0.3.0"  # x-release-please-version
 
 from .client import ConfigInstance, config
 from .client import _config as _config

diff --git a/packages/langchain-agents/CHANGELOG.md b/packages/langchain-agents/CHANGELOG.md
@@ -1,5 +1,18 @@
 # Changelog
 
+## [0.2.5](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-langchain-agents-0.2.4...launchdarkly-ai-langchain-agents-0.2.5) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
+
+### Bug Fixes
+
+* **agents:** accept sync tool handlers on invoke and native graphs ([#134](https://github.com/launchdarkly/python-ai-sdk/issues/134)) ([4ab5020](https://github.com/launchdarkly/python-ai-sdk/commit/4ab5020a0d8da04e18b0e230f86e2e13271bb9f9))
+* **AIC-3506:** strip tools from LangChain model constructor kwargs ([#133](https://github.com/launchdarkly/python-ai-sdk/issues/133)) ([77c4979](https://github.com/launchdarkly/python-ai-sdk/commit/77c497966e58235ce18257a56fd6e6b139d2cf85))
+
 ## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-langchain-agents-0.2.3...launchdarkly-ai-langchain-agents-0.2.4) (2026-09-30)
 
 

diff --git a/packages/langchain-agents/pyproject.toml b/packages/langchain-agents/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-langchain-agents"
-version = "0.2.4"
+version = "0.2.5"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/langchain-agents/src/launchdarkly_ai_langchain_agents/_version.py b/packages/langchain-agents/src/launchdarkly_ai_langchain_agents/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-langchain-agents"
-__version__ = "0.2.4"  # x-release-please-version
+__version__ = "0.2.5"  # x-release-please-version
diff --git a/packages/langchain-messages/CHANGELOG.md b/packages/langchain-messages/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Changelog
 
+## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-langchain-messages-0.2.3...launchdarkly-ai-langchain-messages-0.2.4) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
+
+### Bug Fixes
+
+* **AIC-3506:** strip tools from LangChain model constructor kwargs ([#133](https://github.com/launchdarkly/python-ai-sdk/issues/133)) ([77c4979](https://github.com/launchdarkly/python-ai-sdk/commit/77c497966e58235ce18257a56fd6e6b139d2cf85))
+
 ## [0.2.3](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-langchain-messages-0.2.2...launchdarkly-ai-langchain-messages-0.2.3) (2026-09-21)
 
 

diff --git a/packages/langchain-messages/pyproject.toml b/packages/langchain-messages/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-langchain-messages"
-version = "0.2.3"
+version = "0.2.4"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/langchain-messages/src/launchdarkly_ai_langchain_messages/_version.py b/packages/langchain-messages/src/launchdarkly_ai_langchain_messages/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-langchain-messages"
-__version__ = "0.2.3"  # x-release-please-version
+__version__ = "0.2.4"  # x-release-please-version
diff --git a/packages/openai-agents/CHANGELOG.md b/packages/openai-agents/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Changelog
 
+## [0.2.5](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-openai-agents-0.2.4...launchdarkly-ai-openai-agents-0.2.5) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
+
+### Bug Fixes
+
+* **agents:** accept sync tool handlers on invoke and native graphs ([#134](https://github.com/launchdarkly/python-ai-sdk/issues/134)) ([4ab5020](https://github.com/launchdarkly/python-ai-sdk/commit/4ab5020a0d8da04e18b0e230f86e2e13271bb9f9))
+
 ## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-openai-agents-0.2.3...launchdarkly-ai-openai-agents-0.2.4) (2026-09-30)
 
 

diff --git a/packages/openai-agents/pyproject.toml b/packages/openai-agents/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-openai-agents"
-version = "0.2.4"
+version = "0.2.5"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/openai-agents/src/launchdarkly_ai_openai_agents/_version.py b/packages/openai-agents/src/launchdarkly_ai_openai_agents/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-openai-agents"
-__version__ = "0.2.4"  # x-release-please-version
+__version__ = "0.2.5"  # x-release-please-version
diff --git a/packages/openai-messages/CHANGELOG.md b/packages/openai-messages/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Changelog
 
+## [0.2.4](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-openai-messages-0.2.3...launchdarkly-ai-openai-messages-0.2.4) (2026-10-09)
+
+
+### Features
+
+* **AIC-3495:** record which public helpers an application calls ([#145](https://github.com/launchdarkly/python-ai-sdk/issues/145)) ([19d2c2b](https://github.com/launchdarkly/python-ai-sdk/commit/19d2c2baf35440af57ed57f12f0413e524de27fa))
+
 ## [0.2.3](https://github.com/launchdarkly/python-ai-sdk/compare/launchdarkly-ai-openai-messages-0.2.2...launchdarkly-ai-openai-messages-0.2.3) (2026-09-21)
 
 

diff --git a/packages/openai-messages/pyproject.toml b/packages/openai-messages/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "launchdarkly-ai-openai-messages"
-version = "0.2.3"
+version = "0.2.4"
 requires-python = ">=3.12"
 dependencies = [
   "launchdarkly-ai-server",

diff --git a/packages/openai-messages/src/launchdarkly_ai_openai_messages/_version.py b/packages/openai-messages/src/launchdarkly_ai_openai_messages/_version.py
@@ -1,4 +1,4 @@
 """This package's identity, as sent with ``$ld:ai:sdk:info`` and ``$ld:ai:sdk:usage``."""
 
 PACKAGE_NAME = "launchdarkly-ai-openai-messages"
-__version__ = "0.2.3"  # x-release-please-version
+__version__ = "0.2.4"  # x-release-please-version