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fix(graph): report a node's own judge scores on its node_done stream event - #236

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XieX merged 3 commits into
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xie/aic-3599-node-judge-results
Oct 29, 2026
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XieX merged 3 commits into
mainfrom
xie/aic-3599-node-judge-results

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@XieX

@XieX XieX commented Oct 28, 2026 •

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What

AIC-3599. In graph().stream(), a node's own judges ran and their scores went to OpenTelemetry, but never reached the stream. stream_node and stream_route both put judge_results into the router's outcome, yet the node_done event they yield had only type, nodeKey, response and usage. The done event's judgeResults holds only the graph-level judge, so a caller reading scores from the stream got nothing for a per-node judge.

Change

  • node_done now carries judgeResults for that node's own judges. It is omitted when none of them produced a result, the same rule done uses, and it is built the same way done_event is.
  • done is unchanged and still holds only the graph-level judge (graph_judge). Merging per-node results into it would put them in one dict keyed by judge key, so two nodes using the same judge would overwrite each other. A caller that wants every score reads each node_done.
  • The GraphStreamEvent shape comment in types.py lists the new field, and examples/graph_streaming.py prints a node's judgeResults on its [node_done] line when present.

No public signature changes, so the API reports are unchanged.

Tests

  • test_node_done_carries_the_nodes_own_judge_results: a two-node graph where only the leaf's judge returns a score. The leaf's node_done carries it, the root's has no judgeResults key, and done has none.
  • test_node_judges_stay_on_node_done_when_a_graph_judge_runs: the same graph with graph_judge set as well. The leaf's node_done keeps its own result and done holds only the graph judge's.
  • test_routing_node_judge_results_on_its_node_done: the same for a node that routes through a handoff tool.

All three fail without the fix. make lint, make format-check, make typecheck, make api-report-check and make test pass.

Not in this PR

graph().invoke() still returns only the graph-level judge's results. Exposing per-node results there needs a new response shape and is tracked separately.

JavaScript and Go get the same fix in their own PRs.

🤖 Generated with Claude Code


Note

Overview
Fixes a gap where per-node judges ran during graph().stream() but their scores never appeared on the event stream—only graph-level results on the final done event were visible.

node_done now optionally includes judgeResults for that node’s own judges (same omission rule as done when nothing scored). This is applied in both normal node completion and routing/handoff paths in graph.py. The final done event is unchanged and still carries only the graph judge, so callers that need every score should read each node_done.

Documentation and the graph streaming example are updated to show the new field; tests cover leaf nodes, graph judges running alongside node judges, and routing nodes.

Reviewed by Cursor Bugbot for commit 579b255. Bugbot is set up for automated code reviews on this repo. Configure here.

XieX and others added 2 commits October 28, 2026 13:44
…am event

A graph stream ran each node's judges and then dropped the results:
node_done carried only nodeKey, response and usage, and done carries only
the graph-level judge. A caller reading scores from the stream got nothing
for a per-node judge.

node_done now carries that node's judgeResults, omitted when none of its
judges produced a result (the same rule as done). done is unchanged and
still holds only the graph-level judge, since merging per-node results into
one map keyed by judge key would let two nodes using the same judge
overwrite each other.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Adds a run with graph_judge set: the leaf's node_done keeps its own result
and done holds only the graph judge's. The graph-streaming example prints a
node's judgeResults on its node_done line.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

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

Fix All in Cursor

❌ Bugbot Autofix is OFF. To automatically fix reported issues with cloud agents, have a team admin enable autofix in the Cursor dashboard.

Reviewed by Cursor Bugbot for commit 12328fb. Configure here.

Comment thread examples/graph_streaming.py Resolved
…ample

JudgeResult is a dataclass, so json.dumps raised TypeError once a node
judge produced a score. Pass default=str, as the done branch already does.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@XieX
XieX requested a review from jeffdupont October 28, 2026 18:22
@XieX XieX changed the title fix(AIC-3599): report a node's own judge scores on its node_done stream event fix(graph): report a node's own judge scores on its node_done stream event Oct 28, 2026

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LGTM. Checked node_done judgeResults against the spec in ai-sdks-monorepo#111 and the merged JS change (js-ai-sdk#182): omitted when empty, done stays graph-judge only. The 3 new tests fail with graph.py reverted to main and all 42 stream tests pass on the branch.

@XieX
XieX merged commit 2f3f9ee into main Oct 29, 2026
11 checks passed
@XieX
XieX deleted the xie/aic-3599-node-judge-results branch October 29, 2026 19:10
@github-actions github-actions Bot mentioned this pull request Oct 29, 2026
jeffdupont added a commit that referenced this pull request Oct 30, 2026
Steps 1 and 2 of
[AIC-3672](https://launchdarkly.atlassian.net/browse/AIC-3672). The JS
half is AIC-3673.

## What this does

- **`release-as: 1.0.0`** on all 14 packages in
`release-please-config.json`. Without it, release-please keeps bumping
0.x minors, so the next release PR would ship `launchdarkly-ai-server`
0.6.0 instead of 1.0.0.
- **Internal pins.** Every package that depends on
`launchdarkly-ai-server` now requires `>=1.0.0,<2`. release-please
doesn't update these for Python. #218 (merged) set them to `>=0.6,<2` so
either release order resolves; this tightens them to the 1.0 line.
- **`uv.lock`** needs no change: uv records workspace dependencies
without a version specifier. `uv lock --check` passes.

`changelog-sections` is left alone. #235 removes the evaluations
Experimental rows when it promotes Evaluations from Code to core.

## Merge this last

Merge this after the PRs below. Anything merged before the release PR
(#231) merges ships in 1.0.0, and a `!` change merged after 1.0 forces
2.0.

- [x] #218 fix(AIC-3598)!: packaging and public types (merged 29 Oct)
- [x] #235 feat(evaluations)!: promote Evaluations from Code to core
(merged 29 Oct). After it merges, nothing in
`launchdarkly_ai_server.experimental` is public.
- [x] #237 fix(claude-agents)!: honour max_tokens and disable thinking
by default (merged 29 Oct)
- [ ] #136 feat(AIC-3439): wildcard handlers accept only named providers
(approved; conflicts with main, needs a merge of main)
- [x] #234 fix(AIC-3568)!: give the barrel core's `__all__` (merged 29
Oct)
- [ ] #246 fix(AIC-3592): make native LangGraph hand-offs complete (spec
launchdarkly/ai-sdks-monorepo#118)
- [ ] #248 fix(AIC-3573): never send a NativeTool to the model as a
function tool (spec launchdarkly/ai-sdks-monorepo#116)
- [ ] #240 feat(client): add result variant and value to the
feature_flag span event (approved, mergeable)
- [ ] #251 fix(AIC-3716): build OpenAI native graph node tools with
FunctionTool (review required; touches the same loop as #248)

#241 (Shadow Requests) is closed; 1.0 ships with nothing experimental.

## After merging

1. Confirm the regenerated #231 lists 1.0.0 for all 14 packages, then
merge it.
2. Install each package from PyPI into an empty venv and import its
public entry points (AIC-3672 step 5).
3. Open a PR removing `release-as` straight away, or every later release
PR proposes 1.0.0 again.

## Checks

- `release-please-config.json` parses as JSON, with `release-as: 1.0.0`
on all 14 packages. The first push wrote the lines with literal
backslashes; fixed in d720896.

- `make test`: 3,711 passed, 18 skipped (before #175 and #236 merged; CI
is the current check) (with the parent checkout's `.env` LD URIs
blanked; see AIC-3593)
- `uv lock --check` passes

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


[AIC-3672]:
https://launchdarkly.atlassian.net/browse/AIC-3672?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ




<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Overview**
> Prepares the **1.0.0 GA** cut for all 14 Python packages by teaching
release-please to release **1.0.0** instead of another **0.x** bump.
> 
> Adds **`release-as: "1.0.0"`** on every entry in
`release-please-config.json` (core `launchdarkly-ai-server`, barrel, and
all handler packages).
> 
> Tightens **internal PyPI pins** from `launchdarkly-ai-server>=0.6,<2`
to **`>=1.0.0,<2`** in each handler `pyproject.toml` and in
`packages/ai` (including **`otel`** / **`ld`** extras). Published wheels
will require the 1.0 server line once those versions ship.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
ae9f2cc. 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>
Co-authored-by: andrewklatzke <aklatzke@launchdarkly.com>
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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