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fix(AIC-3726): realign three usage IDs with the 1.0 factory names - #252

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jeffdupont merged 2 commits into
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What

Renames three $ld:ai:sdk:usage helper IDs (TESTING.md §3.27) so they match the factory names introduced by AIC-3686 / AIC-3687.

Factory (TS / Python / Go) Old ID New ID
createOpenAIMessagesHandler / create_openai_messages_handler / openaimessages.NewHandler openai-messages.createOpenAIHandler openai-messages.createOpenAIMessagesHandler
createLangChainMessagesHandler / create_langchain_messages_handler / langchainmessages.NewHandler langchain-messages.createLangChainHandler langchain-messages.createLangChainMessagesHandler
createOpenAIAgentsHandler / create_openai_agents_handler / openaiagents.NewHandler openai-agents.createOpenAIAgentHandler openai-agents.createOpenAIAgentsHandler

Changes: the three report_usage calls and the test_sdk_usage.py rows and payload assertions.

Why

TESTING.md §3.27 freezes usage IDs, which is why the factory renames kept the old IDs. Nothing has published at 1.0 yet, so this realigns the three IDs once, in every SDK at the same time, before the 1.0 release PRs merge. The spec PR records this as the only pre-1.0 exception; the freeze holds from 1.0.0 on.

Tests

  • pytest: openai-messages 146 passed, langchain-messages 182 passed, openai-agents 195 passed.
  • Check that the test really covers the ID: putting the old ID back in openai-messages/.../handler.py fails 2 of the 3 test_sdk_usage.py tests; the new ID passes all 3.

Links

🤖 Generated with Claude Code


Note

Overview
Renames three $ld:ai:sdk:usage helper strings so they match the public factory APIs (create_*_messages_handler, create_openai_agents_handler) ahead of the 1.0 release.

openai-messages: openai-messages.createOpenAIHandler → openai-messages.createOpenAIMessagesHandler

langchain-messages: langchain-messages.createLangChainHandler → langchain-messages.createLangChainMessagesHandler

openai-agents: openai-agents.createOpenAIAgentHandler → openai-agents.createOpenAIAgentsHandler

Each change is only the report_usage(...) call in the package handler and the matching expectations in test_sdk_usage.py (parametrize rows and held-helper flush assertions). Handler behavior is unchanged.

Reviewed by Cursor Bugbot for commit d507430. Bugbot is set up for automated code reviews on this repo. Configure here.

Rename openai-messages.createOpenAIHandler, langchain-messages.createLangChainHandler
and openai-agents.createOpenAIAgentHandler to the factory names from AIC-3686 /
AIC-3687. One-time pre-1.0 exception to the TESTING.md §3.27 ID freeze.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@jeffdupont
jeffdupont marked this pull request as ready for review October 30, 2026 14:35
@jeffdupont
jeffdupont requested a review from a team October 30, 2026 14:35
jeffdupont added a commit to launchdarkly/go-ai-sdk that referenced this pull request Oct 30, 2026
## What

Renames three `$ld:ai:sdk:usage` helper IDs (TESTING.md §3.27) so they
match the factory names introduced by AIC-3686 / AIC-3687.

| Factory (TS / Python / Go) | Old ID | New ID |
| --- | --- | --- |
| `createOpenAIMessagesHandler` / `create_openai_messages_handler` /
`openaimessages.NewHandler` | `openai-messages.createOpenAIHandler` |
`openai-messages.createOpenAIMessagesHandler` |
| `createLangChainMessagesHandler` / `create_langchain_messages_handler`
/ `langchainmessages.NewHandler` |
`langchain-messages.createLangChainHandler` |
`langchain-messages.createLangChainMessagesHandler` |
| `createOpenAIAgentsHandler` / `create_openai_agents_handler` /
`openaiagents.NewHandler` | `openai-agents.createOpenAIAgentHandler` |
`openai-agents.createOpenAIAgentsHandler` |

Changes: the three `ReportUsage` strings, the handler test assertions,
the doc comments that name the TypeScript factory, and `agents.md` in
langchainmessages and openaiagents. Go is not a registered language in
`api-surface/usage-ids.txt` yet, so the registry is not affected.

## Why

TESTING.md §3.27 freezes usage IDs, which is why the factory renames
kept the old IDs. Nothing has published at 1.0 yet, so this realigns the
three IDs once, in every SDK at the same time, before the 1.0 release
PRs merge. The spec PR records this as the only pre-1.0 exception; the
freeze holds from 1.0.0 on.

## Tests

- `go test` and `go vet` for `./openaimessages/...
./langchainmessages/... ./openaiagents/...`: passed.

## Links

- Jira: [AIC-3726](https://launchdarkly.atlassian.net/browse/AIC-3726)
(relates to AIC-3686, AIC-3687, AIC-3084)
- Sibling PRs (merge together, before the 1.0 release PRs js-ai-sdk#188
/ python-ai-sdk#242):
  - spec: launchdarkly/ai-sdks-monorepo#121
  - JS: launchdarkly/js-ai-sdk#197
  - Python: launchdarkly/python-ai-sdk#252
  - Go: #23

🤖 Generated with [Claude Code](https://claude.com/claude-code)


[AIC-3726]:
https://launchdarkly.atlassian.net/browse/AIC-3726?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Overview**
> Renames three **`$ld:ai:sdk:usage`** helper strings emitted by
**`NewHandler`** so they match the 1.0 factory naming used in the
JS/Python SDKs (pre-1.0 realignment per TESTING.md §3.27).
> 
> **`openaimessages`**: `openai-messages.createOpenAIHandler` →
**`createOpenAIMessagesHandler`**. **`langchainmessages`**:
`langchain-messages.createLangChainHandler` →
**`createLangChainMessagesHandler`**. **`openaiagents`**:
`openai-agents.createOpenAIAgentHandler` →
**`createOpenAIAgentsHandler`**.
> 
> Each package updates the **`ReportUsage`** call, doc comments /
**`agents.md`**, and **`TestSdkUsage`** (or equivalent) expectations.
Wrapper helpers such as **`openaiMessages`** / **`langchainMessages`**
are unchanged.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
801b85c. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
jeffdupont added a commit to launchdarkly/js-ai-sdk that referenced this pull request Oct 30, 2026
## What

Renames three `$ld:ai:sdk:usage` helper IDs (TESTING.md §3.27) so they
match the factory names introduced by AIC-3686 / AIC-3687.

| Factory (TS / Python / Go) | Old ID | New ID |
| --- | --- | --- |
| `createOpenAIMessagesHandler` / `create_openai_messages_handler` /
`openaimessages.NewHandler` | `openai-messages.createOpenAIHandler` |
`openai-messages.createOpenAIMessagesHandler` |
| `createLangChainMessagesHandler` / `create_langchain_messages_handler`
/ `langchainmessages.NewHandler` |
`langchain-messages.createLangChainHandler` |
`langchain-messages.createLangChainMessagesHandler` |
| `createOpenAIAgentsHandler` / `create_openai_agents_handler` /
`openaiagents.NewHandler` | `openai-agents.createOpenAIAgentHandler` |
`openai-agents.createOpenAIAgentsHandler` |

Changes: the three `reportUsage` calls, the `sdk-usage.test.ts` rows and
payload assertions, and `api-surface/*.txt`. js-ai-sdk#165 renames the
two messages IDs to the same strings, so whichever merges second has
nothing to change on those lines.

## Why

TESTING.md §3.27 freezes usage IDs, which is why the factory renames
kept the old IDs. Nothing has published at 1.0 yet, so this realigns the
three IDs once, in every SDK at the same time, before the 1.0 release
PRs merge. The spec PR records this as the only pre-1.0 exception; the
freeze holds from 1.0.0 on.

## Tests

- `yarn build`, `yarn lint`, `yarn code:check`, `yarn api:check`, `yarn
test:api-surface`: passed.
- Vitest: openai-messages 117 passed, langchain-messages 138 passed,
openai-agents 136 passed.
- Check that the test really covers the ID: putting the old ID back in
`openai-agents/src/handler.ts` fails 2 of the 9 `sdk-usage` tests; the
new ID passes all 9.

## Links

- Jira: [AIC-3726](https://launchdarkly.atlassian.net/browse/AIC-3726)
(relates to AIC-3686, AIC-3687, AIC-3084)
- Sibling PRs (merge together, before the 1.0 release PRs js-ai-sdk#188
/ python-ai-sdk#242):
  - spec: launchdarkly/ai-sdks-monorepo#121
  - JS: #197
  - Python: launchdarkly/python-ai-sdk#252
  - Go: launchdarkly/go-ai-sdk#23

🤖 Generated with [Claude Code](https://claude.com/claude-code)


[AIC-3726]:
https://launchdarkly.atlassian.net/browse/AIC-3726?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Overview**
> Renames three **`$ld:ai:sdk:usage`** `helper` strings so they match
the public factory exports (`createOpenAIMessagesHandler`,
`createLangChainMessagesHandler`, `createOpenAIAgentsHandler`) instead
of the older shortened IDs.
> 
> Each rename is wired through **`reportUsage`** in the three handler
packages, the **`usage=`** entries in **`api-surface/*.txt`**, and the
**`sdk-usage.test.ts`** call maps and payload expectations. Runtime
handler behavior is unchanged; only the telemetry identifier emitted on
factory use updates.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
ca2622a. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
@jeffdupont
jeffdupont merged commit 1c4d904 into main Oct 30, 2026
11 checks passed
@jeffdupont
jeffdupont deleted the jdupont/usage-id-realign branch October 30, 2026 15:40
@github-actions github-actions Bot mentioned this pull request Oct 30, 2026
jeffdupont pushed a commit that referenced this pull request Oct 30, 2026
🤖 I have created a release *beep* *boop*
---


<details><summary>launchdarkly-ai-server: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-server-0.5.0...launchdarkly-ai-server-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **client:** init_client raises when the LaunchDarkly client did not
initialize
([#254](#254))
* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
* **AIC-3439:** let wildcard handlers accept only named providers
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **evaluations:** promote Evaluations from Code to core
([#235](#235))
* **client:** capture conversation content by default
([#213](#213))
* **evaluations:** remove default pass rate threshold
([#238](#238))
* **evaluations:** set default pass rate threshold
([#226](#226))
* **client:** spans carry launchdarkly.project_id instead of
highlight.project_id
* **AIC-3687:** rename create_openai_agent_handler to
create_openai_agents_handler
([#225](#225))
* **skills:** rename FDv2SkillStore to LaunchDarklySkillStore
([#223](#223))

### Features

* **AIC-3439:** let wildcard handlers accept only named providers
([454a4de](454a4de))
* **AIC-3687:** rename create_openai_agent_handler to
create_openai_agents_handler
([#225](#225))
([a7cdbc0](a7cdbc0))
* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))
* **client:** point judge spans at the run they graded
([#253](#253))
([863d423](863d423))
* **evaluations:** promote Evaluations from Code to core
([#235](#235))
([0bc43a5](0bc43a5))
* **evaluations:** remove default pass rate threshold
([#238](#238))
([882d099](882d099))
* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
([454a4de](454a4de))
* **evaluations:** set default pass rate threshold
([#226](#226))
([7ee368c](7ee368c))
* **skills:** rename FDv2SkillStore to LaunchDarklySkillStore
([#223](#223))
([11f2c0b](11f2c0b))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **AIC-3601:** stop graph routing text inviting a router to answer for
its target
([#230](#230))
([27b8d09](27b8d09))
* **client:** init_client raises when the LaunchDarkly client did not
initialize
([#254](#254))
([6e66c00](6e66c00))
* **client:** stamp launchdarkly.project_id on the telemetry resource
([#229](#229))
([5347558](5347558))
* **evaluations:** copy inline tool schemas and name both sources on a
key collision
([#227](#227))
([bfbdd4c](bfbdd4c))
* **evaluations:** send criterion errors as errorMessage and skip
criteria for rows that did not generate
([#228](#228))
([8b05b56](8b05b56))
* **graph:** report a node's own judge scores on its node_done stream
event ([#236](#236))
([2f3f9ee](2f3f9ee))


### Documentation

* **AIC-3692:** say which project id attribute the telemetry resource
carries
([#239](#239))
([64eff43](64eff43))
* state that Agent Skills and Evaluations from Code need 1.0.0
([#191](#191))
([fe3ef08](fe3ef08))
</details>

<details><summary>launchdarkly-ai-python: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-python-0.4.0...launchdarkly-ai-python-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **evaluations:** promote Evaluations from Code to core
([#235](#235))

### Features

* **evaluations:** promote Evaluations from Code to core
([#235](#235))
([0bc43a5](0bc43a5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))


### Documentation

* state that Agent Skills and Evaluations from Code need 1.0.0
([#191](#191))
([fe3ef08](fe3ef08))
</details>

<details><summary>launchdarkly-ai-claude-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-claude-agents-0.3.0...launchdarkly-ai-claude-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **claude-agents:** honour the config's max_tokens and disable thinking
unless the config asks
([#237](#237))
* **client:** capture conversation content by default
([#213](#213))
* **AIC-3685:** make the internal provider helpers private
([#224](#224))
* **skills:** rename FDv2SkillStore to LaunchDarklySkillStore
([#223](#223))

### Features

* **AIC-3685:** make the internal provider helpers private
([#224](#224))
([9afdb94](9afdb94))
* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))
* **skills:** rename FDv2SkillStore to LaunchDarklySkillStore
([#223](#223))
([11f2c0b](11f2c0b))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **claude-agents:** honour the config's max_tokens and disable thinking
unless the config asks
([#237](#237))
([a7ded1b](a7ded1b))
</details>

<details><summary>launchdarkly-ai-claude-messages: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-claude-messages-0.3.0...launchdarkly-ai-claude-messages-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **AIC-3735:** send Claude Messages sampling parameters through
extra_body
([#256](#256))
([c6d0376](c6d0376))
</details>

<details><summary>launchdarkly-ai-openai-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-openai-agents-0.3.0...launchdarkly-ai-openai-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))
* **AIC-3685:** make the internal provider helpers private
([#224](#224))
* **AIC-3687:** rename create_openai_agent_handler to
create_openai_agents_handler
([#225](#225))

### Features

* **AIC-3685:** make the internal provider helpers private
([#224](#224))
([9afdb94](9afdb94))
* **AIC-3687:** rename create_openai_agent_handler to
create_openai_agents_handler
([#225](#225))
([a7cdbc0](a7cdbc0))
* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **AIC-3716:** build OpenAI native graph node tools with FunctionTool
([#251](#251))
([b859b67](b859b67))
* **AIC-3726:** realign three usage IDs with the 1.0 factory names
([#252](#252))
([1c4d904](1c4d904))
</details>

<details><summary>launchdarkly-ai-vercel-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-vercel-agents-0.2.0...launchdarkly-ai-vercel-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-litellm-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-litellm-agents-0.2.0...launchdarkly-ai-litellm-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-openai-messages: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-openai-messages-0.3.0...launchdarkly-ai-openai-messages-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **AIC-3726:** realign three usage IDs with the 1.0 factory names
([#252](#252))
([1c4d904](1c4d904))
</details>

<details><summary>launchdarkly-ai-vercel-messages: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-vercel-messages-0.2.0...launchdarkly-ai-vercel-messages-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-litellm-messages: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-litellm-messages-0.2.0...launchdarkly-ai-litellm-messages-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-langchain-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-langchain-agents-0.3.0...launchdarkly-ai-langchain-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
* **AIC-3439:** let wildcard handlers accept only named providers
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **AIC-3439:** let wildcard handlers accept only named providers
([454a4de](454a4de))
* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))
* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
([454a4de](454a4de))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3590:** build Python langchain-agents with
langchain.agents.create_agent
([#175](#175))
([8218626](8218626))
* **AIC-3592:** make native LangGraph hand-offs complete
([#246](#246))
([bfb738f](bfb738f))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-langchain-messages: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-langchain-messages-0.3.0...launchdarkly-ai-langchain-messages-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
* **AIC-3439:** let wildcard handlers accept only named providers
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **AIC-3439:** let wildcard handlers accept only named providers
([454a4de](454a4de))
* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))
* **evaluations:** route generation and judges to a scoped wildcard
handler only for its named providers, and accept two scoped wildcards of
one mode when their lists differ
([454a4de](454a4de))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3573:** never send a NativeTool to the model as a function tool
([#248](#248))
([73caeae](73caeae))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
* **AIC-3726:** realign three usage IDs with the 1.0 factory names
([#252](#252))
([1c4d904](1c4d904))
</details>

<details><summary>launchdarkly-ai-opencode-agents: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-opencode-agents-0.3.0...launchdarkly-ai-opencode-agents-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

<details><summary>launchdarkly-ai-typesafe: 1.0.0</summary>

##
[1.0.0](launchdarkly-ai-typesafe-0.2.0...launchdarkly-ai-typesafe-1.0.0)
(2026-10-30)


### ⚠ BREAKING CHANGES

* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
* **client:** capture conversation content by default
([#213](#213))

### Features

* **client:** add result variant and value to the feature_flag span
event ([#240](#240))
([040d487](040d487))
* **client:** capture conversation content by default
([#213](#213))
([77a7cf5](77a7cf5))


### Bug Fixes

* **AIC-3568:** give the barrel core's __all__, and drop private-spec
references
([#234](#234))
([88e57e6](88e57e6))
* **AIC-3598:** make Python packaging and public types GA-ready
([#218](#218))
([5860b40](5860b40))
</details>

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Overview**
> This is a **Release Please** cut that moves every monorepo package to
**1.0.0** and records the GA release in changelogs. It updates
`.release-please-manifest.json`, each package’s `pyproject.toml` /
`__version__`, and prepends **1.0.0** notes to every `CHANGELOG.md`.
> 
> Handler and barrel packages now require
**`launchdarkly-ai-server>=1.0.0,<2`**, so installs must upgrade the
core client in lockstep with adapters.
> 
> There is **no new application logic** in this diff—only release
metadata. The changelog text still matters for reviewers: it summarizes
breaking work already on `main`, including **Evaluations from Code
promoted to core**, **conversation content captured by default**,
**`init_client` failing when LD init fails**, telemetry
**`launchdarkly.project_id`**, renames like **`LaunchDarklySkillStore`**
and **`create_openai_agents_handler`**, tightened **wildcard handler
routing**, and **GA packaging / public `__all__`** cleanup.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
2e904f7. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
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