CAMEL-23861: GenAI observability for langchain4j and OpenAI (Phase 1) by atiaomar1978-hub · Pull Request #25337 · apache/camel

atiaomar1978-hub · 2026-08-05T06:25:58Z

Description

Implements Phase 1 of CAMEL-23861 — GenAI observability for Camel AI route producers, aligned with Claus Ibsen's latest JIRA guidance:

Ad 1: langchain4j + openai components
Ad 2: model identification headers on langchain4j producers
Ad 3: global on/off toggle via camel.ai.observability.enabled
Ad 4: OpenTelemetry spans first, then Micrometer metrics

AI-generated PR description on behalf of atiaomar1978-hub

What changed

New module: `camel-ai-observability`

Shared library providing GenAI observability for Camel AI producers:

OpenTelemetry: child span per LLM call via camel-telemetry.Tracer + GenAI semantic convention attributes (gen_ai.operation.name, gen_ai.system, gen_ai.request.model, token usage, etc.)
Micrometer: gen_ai.client.operation timer and gen_ai.client.token.usage counter (Spring AI–aligned metric names)
Global toggle: camel.ai.observability.enabled (default true; no-op when disabled or no backend present)
Tracer resolution: uses CamelContext.hasService(Tracer.class) so camel-opentelemetry2 service registration is discovered correctly
Span kind: CLIENT with exchange header propagation extractor for parent trace linking

Producer integrations (Phase 1)

Component	Integration
`langchain4j-chat`	Wraps each `chatModel.chat()` call
`langchain4j-tools`	Per tool-calling LLM iteration in `chatWithLLM()`
`langchain4j-agent`	Per agent invocation (chat model resolved from agent configuration)
`langchain4j-embeddings`	Per embedding call
`openai`	`createChatCompletion()` and streaming path

New exchange headers (langchain4j)

CamelLangChain4jChatRequestModel / CamelLangChain4jChatResponseModel
CamelLangChain4jToolsRequestModel / CamelLangChain4jToolsResponseModel
CamelLangChain4jAgentRequestModel / CamelLangChain4jAgentResponseModel
CamelLangChain4jEmbeddingsRequestModel / CamelLangChain4jEmbeddingsResponseModel

OpenAI already exposes MODEL / RESPONSE_MODEL.

Documentation

Component doc: components/camel-ai/camel-ai-observability/src/main/docs/ai-observability.adoc
Upgrade guide entry in docs/user-manual/modules/ROOT/pages/camel-4x-upgrade-guide-4_22.adoc

Design notes

Child span per LLM call (not route-span enrichment only) — required for multi-iteration tool-calling loops
Stable GenAI semconv subset aligned with Spring AI
Micrometer uses direct MeterRegistry binding; Micrometer Observation API deferred to follow-up
Phase 2 (separate scope): camel ask / TUI observability per Claus comment

Tests

GenAiModelResolverTest — provider/model resolution
GenAiObservabilityTest — global toggle, Micrometer metrics
GenAiObservabilitySpanTest — OTel span attributes and error tagging
GenAiObservationContextTest — span naming convention

mvn test -pl components/camel-ai/camel-ai-observability -am -DskipITs

Target

Commit targets main (Camel 4.22.0-SNAPSHOT)

Tracking

CAMEL-23861

AI-assisted contributions

AI-assisted (Cursor Cloud Agent)

atiaomar1978-hub · 2026-08-05T06:26:03Z

Phase 1 implementation summary

AI-generated comment on behalf of atiaomar1978-hub

This PR implements Claus Ibsen's Phase 1 scope from CAMEL-23861:

Requirement	Implementation
langchain4j + openai	Integrated in chat, tools, agent, embeddings, openai producers
Model headers	Request/response model headers on all langchain4j components
Global toggle	`camel.ai.observability.enabled` (default `true`)
OTel then Micrometer	CLIENT spans via `camel-telemetry`; metrics via `MeterRegistry`

Review fixes already applied

Tracer lookup: CamelContext.hasService(Tracer.class) (not registry-only lookup)
Agent model resolution: AbstractAgent.getChatModel() so observability tags are not unknown
Span propagation: CamelHeadersSpanContextPropagationExtractor to avoid NPE in OpenTelemetry create path
Span kind: CLIENT for GenAI client calls
OpenAI streaming: observability wrapper on streaming path (duration span; token counts N/A until stream completes)

Tests

mvn test -pl components/camel-ai/camel-ai-observability -am -DskipITs

12 unit tests in camel-ai-observability (model resolver, toggle, Micrometer metrics, OTel span attributes).

Ready for review when CI is green.

atiaomar1978-hub · 2026-08-05T06:27:46Z

@davsclaus @oscerd — could you please review this Phase 1 implementation for CAMEL-23861?

Scope per Claus's JIRA guidance: GenAI observability (OTel CLIENT spans + Micrometer metrics) for langchain4j-chat, langchain4j-tools, langchain4j-agent, langchain4j-embeddings, and openai, with global toggle and model headers.

AI-generated comment on behalf of atiaomar1978-hub

davsclaus

Thank you for this contribution — adding GenAI observability is a valuable addition. I have a few concerns that should be addressed before this can be merged.

Summary of findings

[Critical] resolveResponseModel always returns requestModel — the actual response model from ChatResponse.modelName() is never used, making the RESPONSE_MODEL header and span attribute identical to REQUEST_MODEL in all cases.
[High] micrometer-core is a mandatory (compile-scope) dependency — should be <optional>true</optional> to avoid forcing Micrometer onto the classpath of all AI component users.
[Medium] OpenAI streaming observation records no token usage (all nulls).
[Medium] No tests for the actual producer integrations (langchain4j-chat, langchain4j-tools, langchain4j-agent, langchain4j-embeddings, openai). Per project rules, every PR must include tests for new functionality.
[Medium] GenAiModelResolver relies on fragile reflection and class-name substring matching.
[Low] Missing @since 4.22 on new public getChatModel() method in AbstractAgent.

See inline comments for details.

Note: This review covers project rules, conventions, and code-level issues visible from the diff. It does not replace specialized tools such as SonarCloud or CodeRabbit.

This review was generated by an AI agent and may contain inaccuracies. Please verify all suggestions before applying.

atiaomar1978-hub · 2026-08-05T16:03:20Z

Addressed @davsclaus review feedback in commit 2cbf19a16e9:

Optional micrometer-core — marked <optional>true</optional> in camel-ai-observability/pom.xml so AI users are not forced to pull Micrometer transitively.
@since 4.22 — added to AbstractAgent.getChatModel() javadoc.
GenAiModelResolver — replaced fragile class-name substring matching with langchain4j ModelProvider, ChatModel.defaultRequestParameters().modelName(), and package-prefix fallback; producers now use ChatResponse.modelName() for response model.
OpenAI streaming tokens — enables stream_options.include_usage and accumulates usage from the final chunk when recording the observation.

Tests: mvn test -pl components/camel-ai/camel-ai-observability — 14 passed.

AI-generated comment on behalf of atiaomar1978-hub

github-actions · 2026-08-05T16:47:55Z

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atiaomar1978-hub · 2026-08-05T17:20:33Z

Fixed the two CI failures (documentation validation + docs xref-check):

Root cause: The upgrade guide referenced xref:components:ai-observability.adoc, but the AI Observability doc lives under the others module (same pattern as mcp-server, observation).

Changes in 5f34708496e:

Corrected xref to xref:components:others:ai-observability.adoc in camel-4x-upgrade-guide-4_22.adoc
Added missing doc symlinks under docs/components/modules/others/ (page + JSON example)
Regenerated nav.adoc entry for the new page

Verified locally with mvn process-classes -pl docs -Pregen (xref-check passes).

AI-generated on behalf of atiaomar1978-hub

davsclaus

Claude Code on behalf of davsclaus

Thank you for addressing the previous review feedback — the micrometer optional fix, @since tag, ModelProvider-based resolution, and streaming token capture are all good improvements.

A few issues remain before this can be merged:

Confirmed issues

[Critical] CI build is failing — the "Validate documentation" step fails. This is likely related to the nav.adoc issue below.
[High] nav.adoc is auto-generated — should not be edited directly. The file header says "this file is auto generated and changes to it will be overwritten — make edits in docs/*nav.adoc.template files instead". The build generates entries automatically from the module's docs structure via  markers in docs/others-nav.adoc.template. Remove the manual nav.adoc edit and let the build handle it.
[Medium] RESPONSE_MODEL header set to requestModel in agent and embeddings producers. In LangChain4jAgentProducer.populateResultHeaders() and LangChain4jEmbeddingsProducer.populateHeaders(), both REQUEST_MODEL and RESPONSE_MODEL headers are set to the same value. The response model can differ from the request model (e.g., gpt-4o → gpt-4o-2024-11-20). When the actual response model is unavailable from the result object, either omit the RESPONSE_MODEL header or document that it mirrors the request. Same applies to the GenAiUsage response model in the agent observation span.
[Medium] No tests for producer-level observability integration. Per project rules, every PR must include tests for new functionality. The unit tests for the camel-ai-observability module itself are good, but there are no tests verifying that the actual producer instrumentation emits spans/metrics (langchain4j-chat, tools, agent, embeddings, openai producers).
[Low] Adding observability to deprecated camel-langchain4j-tools. This component was deprecated in favor of ai-tool + langchain4j-agent. Adding new features to a deprecated component is unusual — consider whether this is worth the maintenance cost.

Note: This review covers project rules, conventions, and code-level issues visible from the diff. It does not replace specialized tools such as SonarCloud or CodeRabbit.

This review was generated by an AI agent and may contain inaccuracies. Please verify all suggestions before applying.

atiaomar1978-hub · 2026-08-05T19:56:06Z

Addressed round-2 review feedback and CI failures in commit f12051a92c4:

CI fixes

Committed missing regenerated catalog files (ai-observability others entry, model header metadata) and endpoint DSL factories — fixes the "uncommitted changes" build failure
Doc xref + symlinks from prior commit verified locally with Antora quick build

Review fixes

Optional Micrometer: moved metrics recording to GenAiMicrometerSupport, loaded reflectively only when MeterRegistry is on the classpath (fixes NoClassDefFoundError in agent/chat tests without Micrometer)
RESPONSE_MODEL: agent and embeddings producers now omit the response model header/span attribute when unavailable from the result (instead of mirroring request model)
Producer integration test: added LangChain4jChatObservabilityTest verifying GenAI span attributes and model headers from the langchain4j-chat producer
nav.adoc: entry is produced by PrepareDocSymlinksMojo during docs regen (not hand-edited); *** prefix is expected for pages with :group: AI

Tests run

mvn test -pl components/camel-ai/camel-ai-observability,components/camel-ai/camel-langchain4j-chat,components/camel-ai/camel-langchain4j-agent -am -DskipITs \
  -Dtest=GenAiObservabilityTest,GenAiObservabilitySpanTest,GenAiModelResolverTest,LangChain4jChatObservabilityTest,LangChain4jAgentResultHeadersTest

AI-generated comment on behalf of atiaomar1978-hub

atiaomar1978-hub · 2026-08-05T19:57:26Z

Replies to round-2 review summary items without inline threads:

1. CI build failing — Fixed across 5f34708496e (doc xref + symlinks) and f12051a92c4 (regenerated catalog/endpoint DSL artifacts). Verified locally: Antora quick build passes; focused test suite passes.

4. Producer-level observability tests — Added LangChain4jChatObservabilityTest in f12051a92c4, which exercises the langchain4j-chat producer end-to-end and asserts GenAI span attributes plus request/response model headers. Existing GenAiObservabilitySpanTest / GenAiObservabilityTest cover the observability module itself.

5. Observability on deprecated camel-langchain4j-tools — Intentional for Phase 1 parity per CAMEL-23861 scope (langchain4j-chat, tools, agent, embeddings, openai). The component remains in use until users migrate to ai-tool + langchain4j-agent; observability there avoids a telemetry gap for existing routes. Happy to drop it in a follow-up if committers prefer.

AI-generated comment on behalf of atiaomar1978-hub

…e 1) Introduce camel-ai-observability module with OpenTelemetry GenAI span attributes and Micrometer metrics aligned with Spring AI semconv. Integrate per-LLM-call child spans and metrics into langchain4j-chat, langchain4j-tools, langchain4j-agent, langchain4j-embeddings, and openai producers. Add request/response model headers on langchain4j components. Global toggle via camel.ai.observability.enabled. Co-authored-by: Cursor <cursoragent@cursor.com>

Use CamelContext.hasService(Tracer.class) instead of registry lookup so GenAI observability works when camel-opentelemetry2 registers the tracer as a service. Add GenAiObservabilitySpanTest, fix component doc metadata, and clean up imports. Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

- Resolve agent chat model from AbstractAgent configuration - Use CLIENT span kind and exchange header propagation extractor - Add observability wrapper for OpenAI streaming path Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

@SInCE

- Mark micrometer-core and langchain4j-core as optional in camel-ai-observability - Add @SInCE 4.22 to AbstractAgent.getChatModel() - Use langchain4j ModelProvider and defaultRequestParameters instead of fragile reflection - Use ChatResponse.modelName() for response model in langchain4j producers - Accumulate OpenAI streaming token usage via stream_options.include_usage Co-authored-by: Cursor <cursoragent@cursor.com>

Add missing others module doc symlinks and correct the upgrade guide xref to components:others:ai-observability.adoc so documentation validation and docs xref-check pass in CI. Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

- Commit regenerated catalog and endpoint DSL files for model headers - Load Micrometer support reflectively so optional micrometer-core does not break consumers without Micrometer on the classpath - Omit RESPONSE_MODEL header/span attribute in agent and embeddings producers when the response model is unavailable from the result object - Add LangChain4jChatObservabilityTest for producer-level span/header coverage - Add agent test asserting RESPONSE_MODEL is omitted when unavailable Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

Use next@components:others: prefix so Antora resolves the new page from the pre-release components version during doc validation, matching how other new component docs are linked from the 4.22 upgrade guide. Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

davsclaus

Claude Code on behalf of davsclaus

Thank you for iterating on the feedback — the ModelProvider-based resolution, streaming token capture, optional micrometer, and response model header fixes are all solid improvements.

A few issues remain before this can be merged:

Confirmed issues

[High] camel-ai-observability is a mandatory compile dependency on all AI components. Every user of langchain4j-chat, langchain4j-tools, langchain4j-agent, langchain4j-embeddings, and camel-openai will now get camel-ai-observability + camel-telemetry pulled in transitively, whether they want observability or not. In standard Camel architecture, telemetry is injected at the framework level (via camel-opentelemetry2 and route-level interceptors), not coupled into each component's producer. Consider making camel-ai-observability optional or using SPI-based discovery. See inline comment.
[High] nav.adoc entry is wrongly nested. The *** (three-star) prefix nests "AI Observability" under "A2A - Producer Guide" instead of as a peer entry. This file is auto-generated — if the nesting comes from the :group: AI attribute, the template or doc mojo needs fixing. See inline comment.
[Medium] Unrelated changes included in the PR. The diff includes a new camel.jbang.mcp property in camel-jbang-configuration-metadata.json (doesn't exist on main, unrelated to GenAI observability), and a test dependency change from camel-test-spring-junit6 to camel-test-junit6 in camel-langchain4j-chat/pom.xml. These should be reverted or submitted separately.
[Medium] Missing producer-level observability tests for 3 of 5 components. LangChain4jChatObservabilityTest is well-structured — but equivalent tests are missing for langchain4j-tools, langchain4j-embeddings, and openai producers. Per project rules, every PR must include tests for new functionality.
[Low] Unnecessary constructor.setAccessible(true). See inline comment.
[Low] Adding observability to deprecated camel-langchain4j-tools. This component was deprecated in favor of ai-tool + langchain4j-agent. Adding new features to deprecated components increases maintenance cost.

Open questions

CI is still pending — build results should be verified.
The component-level observability approach (each producer calling GenAiObservability.start()) is an architectural decision that may warrant discussion with other committers.

Note: This review covers project rules, conventions, and code-level issues visible from the diff. It does not replace specialized tools such as SonarCloud or CodeRabbit.

This review was generated by an AI agent and may contain inaccuracies. Please verify all suggestions before applying.

@SInCE

- Add camel-ai-observability to camel-bom (bom-generator) - Remove stale camel.jbang.mcp from catalog jbang metadata - Apply formatter alignment on AbstractAgent @SInCE tag Co-authored-by: Omar Atie <atiaomar1978-hub@users.noreply.github.com>

Introduce camel-ai-observability-api with a reflection-based bridge so AI producers no longer pull camel-telemetry transitively. Move implementation into GenAiObservabilityImpl, restore camel-test-spring-junit6 alongside camel-test-junit6, fix others nav nesting, and add producer-level observability tests for tools, embeddings, and openai. Co-authored-by: Cursor <cursoragent@cursor.com>

davsclaus

Review — CAMEL-23861: GenAI observability for langchain4j and OpenAI (Phase 1)

Thank you for the contribution — this is a substantial and well-structured piece of work. The API/impl module split, consistent try/catch/finally pattern across producers, and test conventions (package-private, AssertJ, no Thread.sleep) are all well done.

I've identified several issues that should be addressed before merging, detailed as inline comments below.

General observations not tied to specific lines

1. Observability added to deprecated camel-langchain4j-tools — This component was deprecated (replaced by camel-ai-tool + langchain4j-agent). Adding new observability code to a deprecated component increases maintenance surface. Please reconsider whether this is intentional or can be dropped.

2. No caching of reflective resolution / metrics backend — Every GenAiObservability.start() call resolves classes via reflection, and resolveMetricsBackend() in GenAiObservabilityImpl constructs a new GenAiMicrometerSupport via reflection on every call. For agentic loops with multiple LLM iterations per exchange, this adds unnecessary overhead. Consider caching per CamelContext.

3. Silent error swallowing with no logging — The catch blocks in GenAiObservability.start() and GenAiObservabilityImpl.resolveMetricsBackend() silently discard all errors. A DEBUG/TRACE level log would aid troubleshooting when reflective loading fails unexpectedly.

4. long to int cast for OpenAI token counts — In OpenAIProducer, usage.promptTokens() returns long but is cast to (int) when creating GenAiUsage. Consider typing GenAiUsage.inputTokens/outputTokens as Long to avoid the lossy cast.

This review focuses on project rules, conventions, and code quality. It does not replace specialized review tools (CodeRabbit, Sourcery) or static analysis (SonarCloud).

This review was generated by an AI agent (Claude Code on behalf of davsclaus) and may contain inaccuracies. Please verify all suggestions before applying.

- Avoid double resolveClass and narrow catch in GenAiObservability.start() - Fix error-path RESPONSE_MODEL span tag overwrite in GenAiObservabilityImpl - Gate OpenAI streaming includeUsage behind observability enabled flag - Clarify agent RESPONSE_MODEL header metadata and upgrade guide - Regenerate catalog ai-observability doc; keep jbang metadata unchanged Co-authored-by: Cursor Agent <cursoragent@cursor.com>

atiaomar1978-hub · 2026-08-06T05:33:11Z

Round-3 review feedback addressed (@davsclaus)

AI-generated on behalf of atiaomar1978-hub via Cursor Cloud Agent.

Pushed commit 5f196cf with the following fixes:

Code fixes

Review item	Fix
Double `resolveClass` + broad `catch(Throwable)` in `GenAiObservability.start()`	Single lookup; catch narrowed to `ReflectiveOperationException \| LinkageError`
`RESPONSE_MODEL` overwritten on error path in `GenAiObservabilityImpl`	Removed redundant second `usage.responseModel()` span tag (parameter already guards error path)
Unconditional `stream_options.include_usage` in `OpenAIProducer`	Only set when `GenAiObservability.isEnabled()`; documented in upgrade guide
`RESPONSE_MODEL` header never populated by agent	Updated `@Metadata` description; upgrade guide clarifies agent/embeddings omit it when unavailable

CI / generated files

Regenerated catalog/.../docs/ai-observability.adoc (syncs API-module paragraph; removes stale :group: AI from catalog copy)
Reverted unrelated camel.jbang.mcp catalog drift (not included in this commit)

Tests (BUILD SUCCESS)

./mvnw -B -pl components/camel-ai/camel-ai-observability,components/camel-ai/camel-ai-observability-api,components/camel-ai/camel-openai,components/camel-ai/camel-langchain4j-agent,components/camel-ai/camel-langchain4j-chat,components/camel-ai/camel-langchain4j-tools,components/camel-ai/camel-langchain4j-embeddings -am test \
  -Dtest=GenAiObservabilityTest,GenAiObservabilitySpanTest,OpenAIObservabilityTest,LangChain4jChatObservabilityTest,LangChain4jToolsObservabilityTest,LangChain4jEmbeddingsObservabilityTest,LangChain4jAgentResultHeadersTest

Ready for re-review. CI should re-run on this push.

@metadata

Sync LangChain4jAgentEndpointBuilderFactory with updated @metadata description on Headers.RESPONSE_MODEL from review feedback. Co-authored-by: Cursor Agent <cursoragent@cursor.com>

atiaomar1978-hub · 2026-08-06T06:21:40Z

CI fix — uncommitted endpoint DSL

AI-generated on behalf of atiaomar1978-hub via Cursor Cloud Agent.

CI failed the uncommitted changes check (run 31074465889) because Headers.RESPONSE_MODEL @Metadata was updated in 5f196cf but the generated endpoint DSL was not regenerated.

Fixed in 4450d6b:

Regenerated LangChain4jAgentEndpointBuilderFactory.java with the updated javadoc:
"The response model name. Not set by the agent producer when langchain4j Result does not expose it."

CI should pass the generated-files check on the next run.

github-actions · 2026-08-06T08:43:13Z

🧪 CI tested the following changed modules:

bom/camel-bom
catalog/camel-allcomponents
catalog/camel-catalog
components/camel-ai
components/camel-ai/camel-ai-observability
components/camel-ai/camel-ai-observability-api
components/camel-ai/camel-ai-observability
components/camel-ai/camel-langchain4j-agent
components/camel-ai/camel-langchain4j-agent-api
components/camel-ai/camel-langchain4j-agent
components/camel-ai/camel-langchain4j-chat
components/camel-ai/camel-langchain4j-embeddings
components/camel-ai/camel-langchain4j-tools
components/camel-ai/camel-openai
docs
dsl/camel-endpointdsl
parent
tooling/maven/camel-package-maven-plugin

ℹ️ Dependent modules were not tested because the total number of affected modules exceeded the threshold (50). Use the test-dependents label to force testing all dependents.

🔬 Scalpel shadow comparison — Scalpel: 579 tested, 25 compile-only — current: 76 all tested

Maveniverse Scalpel detected 604 affected modules (current approach: 76).

⚠️ Modules only in Scalpel (604)

apache-camel
archetypes
camel-a2a
camel-activemq
camel-activemq6
camel-ai-observability
camel-ai-observability-api
camel-ai-parent
camel-ai-tool
camel-allcomponents
camel-amqp
camel-api
camel-api-component-maven-plugin
camel-arangodb
camel-archetype-api-component
camel-archetype-component
camel-archetype-dataformat
camel-archetype-java
camel-archetype-main
camel-archetype-spring
camel-as2
camel-as2-api
camel-as2-parent
camel-asn1
camel-asterisk
camel-atmosphere-websocket
camel-atom
camel-attachments
camel-avro
camel-avro-rpc
camel-avro-rpc-jetty
camel-avro-rpc-parent
camel-avro-rpc-spi
camel-aws-bedrock
camel-aws-cloudtrail
camel-aws-common
camel-aws-config
camel-aws-parameter-store
camel-aws-parent
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camel-aws2-athena
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camel-aws2-timestream
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camel-aws2-translate
camel-azure-common
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camel-azure-eventgrid
camel-azure-eventhubs
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camel-camunda
camel-cassandraql
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camel-catalog-console
camel-catalog-lucene
camel-catalog-maven
camel-catalog-suggest
camel-cbor
camel-chatscript
camel-chunk
camel-cli-connector
camel-cli-debug
camel-clickhouse
camel-clickup
camel-cloudevents
camel-cluster
camel-cm-sms
camel-coap
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camel-component-maven-plugin
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camel-core-all
camel-core-catalog
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camel-csimple-maven-plugin
camel-csv
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camel-cxf-rest
camel-cxf-soap
camel-cxf-spring-common
camel-cxf-spring-rest
camel-cxf-spring-soap
camel-cxf-spring-transport
camel-cxf-transport
camel-cyberark-vault
camel-dapr
camel-dataformat
camel-dataset
camel-datasonnet
camel-debezium-common
camel-debezium-common-parent
camel-debezium-db2
camel-debezium-maven-plugin
camel-debezium-mongodb
camel-debezium-mysql
camel-debezium-oracle
camel-debezium-parent
camel-debezium-postgres
camel-debezium-sqlserver
camel-debug
camel-dependencies
camel-dfdl
camel-dhis2
camel-dhis2-api
camel-dhis2-parent
camel-diagram
camel-digitalocean
camel-direct
camel-disruptor
camel-djl
camel-dns
camel-docker
camel-docling
camel-drill
camel-dropbox
camel-dsl-modeline
camel-dsl-support
camel-duckdb
camel-dynamic-router
camel-ehcache
camel-eip-documentation-enricher-maven-plugin
camel-elasticsearch
camel-elasticsearch-rest-client
camel-endpointdsl
camel-endpointdsl-support
camel-event
camel-exec
camel-fastjson
camel-fhir
camel-fhir-api
camel-fhir-parent
camel-file
camel-file-watch
camel-flatpack
camel-flink
camel-flowable
camel-fop
camel-fory
camel-freemarker
camel-ftp
camel-ftp-common
camel-geocoder
camel-git
camel-github2
camel-google-bigquery
camel-google-calendar
camel-google-common
camel-google-drive
camel-google-firestore
camel-google-functions
camel-google-mail
camel-google-parent
camel-google-pubsub
camel-google-secret-manager
camel-google-sheets
camel-google-speech-to-text
camel-google-storage
camel-google-text-to-speech
camel-google-vertexai
camel-google-vision
camel-graphql
camel-grok
camel-groovy
camel-grpc
camel-gson
camel-hashicorp-vault
camel-hazelcast
camel-headersmap
camel-health
camel-hl7
camel-http
camel-http-base
camel-http-common
camel-huawei-parent
camel-huaweicloud-common
camel-huaweicloud-dms
camel-huaweicloud-frs
camel-huaweicloud-functiongraph
camel-huaweicloud-iam
camel-huaweicloud-imagerecognition
camel-huaweicloud-obs
camel-huaweicloud-smn
camel-huggingface
camel-ibm-cos
camel-ibm-parent
camel-ibm-secrets-manager
camel-ibm-watson-discovery
camel-ibm-watson-language
camel-ibm-watson-speech-to-text
camel-ibm-watson-text-to-speech
camel-ibm-watsonx-ai
camel-ibm-watsonx-data
camel-ical
camel-iec60870
camel-iggy
camel-ignite
camel-infinispan
camel-infinispan-common
camel-infinispan-embedded
camel-infinispan-parent
camel-influxdb
camel-influxdb2
camel-irc
camel-ironmq
camel-iso8583
camel-itest
camel-jackson
camel-jackson-avro
camel-jackson-protobuf
camel-jackson3
camel-jackson3-avro
camel-jackson3-protobuf
camel-jackson3xml
camel-jacksonxml
camel-jactl
camel-jandex
camel-jasypt
camel-java-io
camel-java-joor-dsl
camel-javascript
camel-jaxb
camel-jbang-console
camel-jbang-core
camel-jbang-it
camel-jbang-main
camel-jbang-mcp
camel-jbang-parent
camel-jbang-plugin-edit
camel-jbang-plugin-generate
camel-jbang-plugin-kubernetes
camel-jbang-plugin-mcp
camel-jbang-plugin-route-parser
camel-jbang-plugin-test
camel-jbang-plugin-tui
camel-jbang-plugin-validate
camel-jcache
camel-jcr
camel-jdbc
camel-jetty
camel-jetty-common
camel-jfr
camel-jgroups
camel-jgroups-raft
camel-jira
camel-jms
camel-jmx
camel-jolt
camel-jooq
camel-joor
camel-jpa
camel-jq
camel-jsch
camel-jslt
camel-json-patch
camel-json-validator
camel-jsonapi
camel-jsonata
camel-jsonb
camel-jsonpath
camel-jsoup
camel-jt400
camel-jta
camel-jte
camel-kafka
camel-kamelet
camel-kamelet-main
camel-kamelet-main-support
camel-keycloak
camel-knative
camel-knative-api
camel-knative-http
camel-knative-parent
camel-kserve
camel-kubernetes
camel-kudu
camel-langchain4j-agent
camel-langchain4j-agent-api
camel-langchain4j-chat
camel-langchain4j-core
camel-langchain4j-embeddings
camel-langchain4j-embeddingstore
camel-langchain4j-embeddingstore-api
camel-langchain4j-tokenizer
camel-langchain4j-tools
camel-langchain4j-web-search
camel-language
camel-launcher
camel-launcher-container
camel-ldap
camel-ldif
camel-leveldb
camel-log
camel-lra
camel-lucene
camel-lumberjack
camel-lzf
camel-mail
camel-mail-microsoft-oauth
camel-main
camel-management
camel-management-api
camel-mapstruct
camel-master
camel-maven-plugin
camel-mcp-server
camel-mcp-server-api
camel-mdc
camel-metrics
camel-micrometer
camel-micrometer-observability
camel-micrometer-prometheus
camel-microprofile-config
camel-microprofile-fault-tolerance
camel-microprofile-health
camel-microprofile-parent
camel-milo
camel-milvus
camel-mina
camel-mina-sftp
camel-minio
camel-mllp
camel-mock
camel-mongodb
camel-mongodb-gridfs
camel-mustache
camel-mvel
camel-mybatis
camel-nats
camel-neo4j
camel-netty
camel-netty-http
camel-oaipmh
camel-oauth
camel-observability-services
camel-observation
camel-ocsf
camel-ognl
camel-olingo2
camel-olingo2-api
camel-olingo2-parent
camel-olingo4
camel-olingo4-api
camel-olingo4-parent
camel-once
camel-openai
camel-openapi-java
camel-openapi-rest-dsl-generator
camel-openapi-validator
camel-opensearch
camel-openstack
camel-opentelemetry
camel-opentelemetry-metrics
camel-opentelemetry2
camel-optaplanner
camel-package-maven-plugin
camel-paho
camel-paho-mqtt5
camel-parquet-avro
camel-pdf
camel-pg-replication-slot
camel-pgevent
camel-pgvector
camel-pinecone
camel-platform-http
camel-platform-http-jolokia
camel-platform-http-main
camel-platform-http-vertx
camel-plc4x
camel-pqc
camel-printer
camel-protobuf
camel-pubnub
camel-pulsar
camel-python
camel-qdrant
camel-quartz
camel-quickfix
camel-reactive-executor-tomcat
camel-reactive-executor-vertx
camel-reactive-streams
camel-reactor
camel-redis
camel-ref
camel-report-maven-plugin
camel-resilience4j
camel-resilience4j-micrometer
camel-resourceresolver-github
camel-rest
camel-rest-openapi
camel-restdsl-openapi-plugin
camel-robotframework
camel-rocketmq
camel-route-parser
camel-rss
camel-rxjava
camel-saga
camel-salesforce
camel-salesforce-codegen
camel-salesforce-maven-plugin
camel-salesforce-parent
camel-sap-netweaver
camel-saxon
camel-scheduler
camel-schematron
camel-seda
camel-servicenow
camel-servicenow-maven-plugin
camel-servicenow-parent
camel-servlet
camel-shell
camel-shiro
camel-sjms
camel-sjms2
camel-slack
camel-smb
camel-smooks
camel-smpp
camel-snakeyaml
camel-snmp
camel-soap
camel-solr
camel-splunk
camel-splunk-hec
camel-spring
camel-spring-ai-chat
camel-spring-ai-embeddings
camel-spring-ai-image
camel-spring-ai-parent
camel-spring-ai-vector-store
camel-spring-batch
camel-spring-cloud-config
camel-spring-jdbc
camel-spring-ldap
camel-spring-main
camel-spring-parent
camel-spring-rabbitmq
camel-spring-redis
camel-spring-security
camel-spring-ws
camel-spring-xml
camel-sql
camel-ssh
camel-stax
camel-stitch
camel-stream
camel-streamcaching-test
camel-stringtemplate
camel-stripe
camel-stub
camel-support
camel-swift
camel-syslog
camel-tahu
camel-tarfile
camel-telegram
camel-telemetry
camel-telemetry-dev
camel-tensorflow-serving
camel-test-infra-all
camel-test-infra-artemis
camel-test-infra-cli
camel-test-infra-core
camel-test-infra-jetty
camel-test-infra-qdrant
camel-test-infra-smb
camel-test-junit5
camel-test-junit6
camel-test-main-junit5
camel-test-main-junit6
camel-test-parent
camel-test-spring-junit5
camel-test-spring-junit6
camel-threadpoolfactory-vertx
camel-thrift
camel-thymeleaf
camel-tika
camel-timer
camel-tooling-maven
camel-tracing
camel-twilio
camel-twitter
camel-undertow
camel-undertow-spring-security
camel-univocity-parsers
camel-util
camel-validator
camel-velocity
camel-vertx
camel-vertx-common
camel-vertx-http
camel-vertx-parent
camel-vertx-websocket
camel-wal
camel-wasm
camel-weather
camel-weaviate
camel-web3j
camel-webhook
camel-whatsapp
camel-wordpress
camel-workday
camel-xchange
camel-xj
camel-xml-io
camel-xml-io-dsl
camel-xml-io-util
camel-xml-jaxb
camel-xml-jaxb-dsl
camel-xml-jaxb-dsl-test
camel-xml-jaxb-dsl-test-definition
camel-xml-jaxb-dsl-test-spring
camel-xml-jaxp
camel-xml-jaxp-util
camel-xmlsecurity
camel-xmpp
camel-xpath
camel-xslt
camel-xslt-saxon
camel-yaml-dsl
camel-yaml-dsl-common
camel-yaml-dsl-deserializers
camel-yaml-dsl-maven-plugin
camel-yaml-dsl-parent
camel-yaml-dsl-validator
camel-yaml-dsl-validator-maven-plugin
camel-yaml-io
camel-zeebe
camel-zendesk
camel-zip-deflater
camel-zipfile
camel-zookeeper
camel-zookeeper-master
components
core
coverage
docs
dsl
dummy-component
sync-properties-maven-plugin

Modules only in current approach (76)

[ERROR]
[ERROR]
[ERROR] Command execution failed.
[ERROR] Failed to execute goal org.codehaus.mojo:exec-maven-plugin:3.6.3:exec (default-cli) on project camel-package-maven-plugin: Command execution failed. Process exited with an error: 127 (Exit value: 127) -> [Help 1]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/MojoExecutionException
at com.gradle.maven.cache.extension.c.a.a (SourceFile:46)
at com.gradle.maven.cache.extension.c.a.a (SourceFile:46)
at com.gradle.maven.cache.extension.c.b.a (SourceFile:62)
at com.gradle.maven.cache.extension.c.b.c (SourceFile:118)
at com.gradle.maven.cache.extension.c.c.a (SourceFile:26)
at com.gradle.maven.cache.extension.c.d.a (SourceFile:27)
at com.gradle.maven.cache.extension.c.g.a (SourceFile:27)
at com.gradle.maven.cache.extension.c.h$1.run (SourceFile:35)
at com.gradle.maven.cache.extension.c.h.a (SourceFile:31)
at com.gradle.maven.cache.extension.c.j.a (SourceFile:28)
at com.gradle.maven.cache.extension.c.m.a (SourceFile:80)
at com.gradle.maven.cache.extension.c.n.a (SourceFile:53)
at com.gradle.maven.cache.extension.c.o.a (SourceFile:18)
at com.gradle.maven.cache.extension.c.p.a (SourceFile:27)
at com.gradle.maven.cache.extension.c.q.a (SourceFile:23)
at com.gradle.maven.cache.extension.g.b.lambda$createProxy$0 (SourceFile:77)
at com.gradle.maven.scan.extension.internal.e.b.executeMojo (SourceFile:116)
at java.lang.reflect.Method.invoke (Method.java:569)
at java.lang.reflect.Method.invoke (Method.java:569)
at java.lang.reflect.Method.invoke (Method.java:569)
at jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
at jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
at jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:77)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:77)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:77)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
at jdk.internal.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
at jdk.proxy5.$Proxy69.execute (Unknown Source)
at org.apache.commons.exec.DefaultExecutor.execute (DefaultExecutor.java:306)
at org.apache.commons.exec.DefaultExecutor.executeInternal (DefaultExecutor.java:408)
at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:173)
at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:261)
at org.apache.maven.DefaultMaven.execute (DefaultMaven.java:101)
at org.apache.maven.cli.MavenCli.doMain (MavenCli.java:285)
at org.apache.maven.cli.MavenCli.execute (MavenCli.java:919)
at org.apache.maven.cli.MavenCli.main (MavenCli.java:207)
at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:105)
at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:73)
at org.apache.maven.lifecycle.internal.LifecycleStarter.execute (LifecycleStarter.java:118)
at org.apache.maven.lifecycle.internal.MojoExecutor$1.run (MojoExecutor.java:162)
at org.apache.maven.lifecycle.internal.MojoExecutor.access$000 (MojoExecutor.java:75)
at org.apache.maven.lifecycle.internal.MojoExecutor.doExecute (MojoExecutor.java:316)
at org.apache.maven.lifecycle.internal.MojoExecutor.doExecute2 (MojoExecutor.java:328)
at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:159)
at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:174)
at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:212)
at org.apache.maven.lifecycle.internal.builder.singlethreaded.SingleThreadedBuilder.build (SingleThreadedBuilder.java:53)
at org.apache.maven.plugin.DefaultMojosExecutionStrategy.execute (DefaultMojosExecutionStrategy.java:39)
at org.apache.maven.wrapper.BootstrapMainStarter.start (BootstrapMainStarter.java:52)
at org.apache.maven.wrapper.MavenWrapperMain.main (MavenWrapperMain.java:73)
at org.apache.maven.wrapper.WrapperExecutor.execute (WrapperExecutor.java:161)
at org.codehaus.mojo.exec.ExecMojo.execute (ExecMojo.java:464)
at org.codehaus.mojo.exec.ExecMojo.executeCommandLine (ExecMojo.java:873)
at org.codehaus.mojo.exec.ExecMojo.executeCommandLine (ExecMojo.java:913)
at org.codehaus.plexus.classworlds.launcher.Launcher.launch (Launcher.java:201)
at org.codehaus.plexus.classworlds.launcher.Launcher.launchEnhanced (Launcher.java:255)
at org.codehaus.plexus.classworlds.launcher.Launcher.main (Launcher.java:314)
at org.codehaus.plexus.classworlds.launcher.Launcher.mainWithExitCode (Launcher.java:362)
at org.gradle.internal.operations.DefaultBuildOperationRunner$1.execute (SourceFile:27)
at org.gradle.internal.operations.DefaultBuildOperationRunner$1.execute (SourceFile:30)
at org.gradle.internal.operations.DefaultBuildOperationRunner$2.execute (SourceFile:60)
at org.gradle.internal.operations.DefaultBuildOperationRunner$2.execute (SourceFile:67)
at org.gradle.internal.operations.DefaultBuildOperationRunner.execute (SourceFile:167)
at org.gradle.internal.operations.DefaultBuildOperationRunner.execute (SourceFile:60)
at org.gradle.internal.operations.DefaultBuildOperationRunner.run (SourceFile:48)
org.apache.commons.exec.ExecuteException: Process exited with an error: 127 (Exit value: 127)

Changed managed dependencies: org.apache.camel:camel-ai-observability, org.apache.camel:camel-ai-observability-api

Skip-tests mode would test 579 modules (14 direct + 565 downstream), skip tests for 25 (generated code, meta-modules)

Modules Scalpel would test (579)

archetypes
camel-a2a
camel-activemq
camel-activemq6
camel-ai-observability
camel-ai-observability-api
camel-ai-parent
camel-ai-tool
camel-allcomponents
camel-amqp
camel-api
camel-api-component-maven-plugin
camel-arangodb
camel-archetype-api-component
camel-archetype-component
camel-archetype-dataformat
camel-archetype-java
camel-archetype-main
camel-archetype-spring
camel-as2
camel-as2-api
camel-as2-parent
camel-asn1
camel-asterisk
camel-atmosphere-websocket
camel-atom
camel-attachments
camel-avro
camel-avro-rpc
camel-avro-rpc-jetty
camel-avro-rpc-parent
camel-avro-rpc-spi
camel-aws-bedrock
camel-aws-cloudtrail
camel-aws-common
camel-aws-config
camel-aws-parameter-store
camel-aws-parent
camel-aws-secrets-manager
camel-aws-security-hub
camel-aws2-athena
camel-aws2-comprehend
camel-aws2-cw
camel-aws2-ddb
camel-aws2-ec2
camel-aws2-ecs
camel-aws2-eks
camel-aws2-eventbridge
camel-aws2-iam
camel-aws2-kinesis
camel-aws2-kms
camel-aws2-lambda
camel-aws2-mq
camel-aws2-msk
camel-aws2-polly
camel-aws2-redshift
camel-aws2-rekognition
camel-aws2-s3
camel-aws2-s3-vectors
camel-aws2-ses
camel-aws2-sns
camel-aws2-sqs
camel-aws2-step-functions
camel-aws2-sts
camel-aws2-textract
camel-aws2-timestream
camel-aws2-transcribe
camel-aws2-translate
camel-azure-common
camel-azure-cosmosdb
camel-azure-eventgrid
camel-azure-eventhubs
camel-azure-files
camel-azure-functions
camel-azure-key-vault
camel-azure-parent
camel-azure-schema-registry
camel-azure-servicebus
camel-azure-storage-blob
camel-azure-storage-datalake
camel-azure-storage-queue
camel-barcode
camel-base
camel-base-engine
camel-base64
camel-bean
camel-bean-validator
camel-beanio
camel-bindy
camel-bom
camel-bonita
camel-box
camel-box-api
camel-box-parent
camel-braintree
camel-browse
camel-caffeine
camel-camunda
camel-cassandraql
camel-catalog
camel-catalog-common
camel-cbor
camel-chatscript
camel-chunk
camel-cli-connector
camel-cli-debug
camel-clickhouse
camel-clickup
camel-cloudevents
camel-cluster
camel-cm-sms
camel-coap
camel-cometd
camel-component-maven-plugin
camel-console
camel-consul
camel-controlbus
camel-core
camel-core-all
camel-core-catalog
camel-core-engine
camel-core-languages
camel-core-model
camel-core-processor
camel-core-reifier
camel-core-xml
camel-couchbase
camel-couchdb
camel-cron
camel-crypto
camel-crypto-pgp
camel-csimple-joor
camel-csv
camel-cxf-common
camel-cxf-parent
camel-cxf-rest
camel-cxf-soap
camel-cxf-spring-common
camel-cxf-spring-rest
camel-cxf-spring-soap
camel-cxf-spring-transport
camel-cxf-transport
camel-cyberark-vault
camel-dapr
camel-dataformat
camel-dataset
camel-datasonnet
camel-debezium-common
camel-debezium-common-parent
camel-debezium-db2
camel-debezium-maven-plugin
camel-debezium-mongodb
camel-debezium-mysql
camel-debezium-oracle
camel-debezium-parent
camel-debezium-postgres
camel-debezium-sqlserver
camel-debug
camel-dependencies
camel-dfdl
camel-dhis2
camel-dhis2-api
camel-dhis2-parent
camel-diagram
camel-digitalocean
camel-direct
camel-disruptor
camel-djl
camel-dns
camel-docker
camel-docling
camel-drill
camel-dropbox
camel-dsl-modeline
camel-dsl-support
camel-duckdb
camel-dynamic-router
camel-ehcache
camel-eip-documentation-enricher-maven-plugin
camel-elasticsearch
camel-elasticsearch-rest-client
camel-endpointdsl
camel-event
camel-exec
camel-fastjson
camel-fhir
camel-fhir-api
camel-fhir-parent
camel-file
camel-file-watch
camel-flatpack
camel-flink
camel-flowable
camel-fop
camel-fory
camel-freemarker
camel-ftp
camel-ftp-common
camel-geocoder
camel-git
camel-github2
camel-google-bigquery
camel-google-calendar
camel-google-common
camel-google-drive
camel-google-firestore
camel-google-functions
camel-google-mail
camel-google-parent
camel-google-pubsub
camel-google-secret-manager
camel-google-sheets
camel-google-speech-to-text
camel-google-storage
camel-google-text-to-speech
camel-google-vertexai
camel-google-vision
camel-graphql
camel-grok
camel-groovy
camel-grpc
camel-gson
camel-hashicorp-vault
camel-hazelcast
camel-headersmap
camel-health
camel-hl7
camel-http
camel-http-base
camel-http-common
camel-huawei-parent
camel-huaweicloud-common
camel-huaweicloud-dms
camel-huaweicloud-frs
camel-huaweicloud-functiongraph
camel-huaweicloud-iam
camel-huaweicloud-imagerecognition
camel-huaweicloud-obs
camel-huaweicloud-smn
camel-huggingface
camel-ibm-cos
camel-ibm-parent
camel-ibm-secrets-manager
camel-ibm-watson-discovery
camel-ibm-watson-language
camel-ibm-watson-speech-to-text
camel-ibm-watson-text-to-speech
camel-ibm-watsonx-ai
camel-ibm-watsonx-data
camel-ical
camel-iec60870
camel-iggy
camel-ignite
camel-infinispan
camel-infinispan-common
camel-infinispan-embedded
camel-infinispan-parent
camel-influxdb
camel-influxdb2
camel-irc
camel-ironmq
camel-iso8583
camel-jackson
camel-jackson-avro
camel-jackson-protobuf
camel-jackson3
camel-jackson3-avro
camel-jackson3-protobuf
camel-jackson3xml
camel-jacksonxml
camel-jactl
camel-jandex
camel-jasypt
camel-java-io
camel-java-joor-dsl
camel-javascript
camel-jaxb
camel-jbang-console
camel-jbang-mcp
camel-jbang-parent
camel-jbang-plugin-mcp
camel-jbang-plugin-route-parser
camel-jbang-plugin-tui
camel-jbang-plugin-validate
camel-jcache
camel-jcr
camel-jdbc
camel-jetty
camel-jetty-common
camel-jfr
camel-jgroups
camel-jgroups-raft
camel-jira
camel-jms
camel-jmx
camel-jolt
camel-jooq
camel-joor
camel-jpa
camel-jq
camel-jsch
camel-jslt
camel-json-patch
camel-json-validator
camel-jsonapi
camel-jsonata
camel-jsonb
camel-jsonpath
camel-jsoup
camel-jt400
camel-jta
camel-jte
camel-kafka
camel-kamelet
camel-kamelet-main-support
camel-keycloak
camel-knative
camel-knative-api
camel-knative-http
camel-knative-parent
camel-kserve
camel-kubernetes
camel-kudu
camel-langchain4j-agent
camel-langchain4j-agent-api
camel-langchain4j-chat
camel-langchain4j-core
camel-langchain4j-embeddings
camel-langchain4j-embeddingstore
camel-langchain4j-embeddingstore-api
camel-langchain4j-tokenizer
camel-langchain4j-tools
camel-langchain4j-web-search
camel-language
camel-launcher-container
camel-ldap
camel-ldif
camel-leveldb
camel-log
camel-lra
camel-lucene
camel-lumberjack
camel-lzf
camel-mail
camel-mail-microsoft-oauth
camel-main
camel-management
camel-management-api
camel-mapstruct
camel-master
camel-maven-plugin
camel-mcp-server
camel-mcp-server-api
camel-mdc
camel-metrics
camel-micrometer
camel-micrometer-observability
camel-micrometer-prometheus
camel-microprofile-config
camel-microprofile-fault-tolerance
camel-microprofile-health
camel-microprofile-parent
camel-milo
camel-milvus
camel-mina
camel-mina-sftp
camel-minio
camel-mllp
camel-mock
camel-mongodb
camel-mongodb-gridfs
camel-mustache
camel-mvel
camel-mybatis
camel-nats
camel-neo4j
camel-netty
camel-netty-http
camel-oaipmh
camel-oauth
camel-observability-services
camel-observation
camel-ocsf
camel-ognl
camel-olingo2
camel-olingo2-api
camel-olingo2-parent
camel-olingo4
camel-olingo4-api
camel-olingo4-parent
camel-once
camel-openai
camel-openapi-java
camel-openapi-rest-dsl-generator
camel-openapi-validator
camel-opensearch
camel-openstack
camel-opentelemetry
camel-opentelemetry-metrics
camel-opentelemetry2
camel-optaplanner
camel-package-maven-plugin
camel-paho
camel-paho-mqtt5
camel-parquet-avro
camel-pdf
camel-pg-replication-slot
camel-pgevent
camel-pgvector
camel-pinecone
camel-platform-http
camel-platform-http-jolokia
camel-platform-http-main
camel-platform-http-vertx
camel-plc4x
camel-pqc
camel-printer
camel-protobuf
camel-pubnub
camel-pulsar
camel-python
camel-qdrant
camel-quartz
camel-quickfix
camel-reactive-executor-tomcat
camel-reactive-executor-vertx
camel-reactive-streams
camel-reactor
camel-redis
camel-ref
camel-resilience4j
camel-resilience4j-micrometer
camel-resourceresolver-github
camel-rest
camel-rest-openapi
camel-restdsl-openapi-plugin
camel-robotframework
camel-rocketmq
camel-rss
camel-rxjava
camel-saga
camel-salesforce
camel-salesforce-codegen
camel-salesforce-maven-plugin
camel-salesforce-parent
camel-sap-netweaver
camel-saxon
camel-scheduler
camel-schematron
camel-seda
camel-servicenow
camel-servicenow-maven-plugin
camel-servicenow-parent
camel-servlet
camel-shell
camel-shiro
camel-sjms
camel-sjms2
camel-slack
camel-smb
camel-smooks
camel-smpp
camel-snakeyaml
camel-snmp
camel-soap
camel-solr
camel-splunk
camel-splunk-hec
camel-spring
camel-spring-ai-chat
camel-spring-ai-embeddings
camel-spring-ai-image
camel-spring-ai-parent
camel-spring-ai-vector-store
camel-spring-batch
camel-spring-cloud-config
camel-spring-jdbc
camel-spring-ldap
camel-spring-main
camel-spring-parent
camel-spring-rabbitmq
camel-spring-redis
camel-spring-security
camel-spring-ws
camel-spring-xml
camel-sql
camel-ssh
camel-stax
camel-stitch
camel-stream
camel-streamcaching-test
camel-stringtemplate
camel-stripe
camel-stub
camel-support
camel-swift
camel-syslog
camel-tahu
camel-tarfile
camel-telegram
camel-telemetry
camel-telemetry-dev
camel-tensorflow-serving
camel-test-infra-all
camel-test-infra-artemis
camel-test-infra-cli
camel-test-infra-core
camel-test-infra-jetty
camel-test-infra-qdrant
camel-test-infra-smb
camel-test-junit5
camel-test-junit6
camel-test-main-junit5
camel-test-main-junit6
camel-test-parent
camel-test-spring-junit5
camel-test-spring-junit6
camel-threadpoolfactory-vertx
camel-thrift
camel-thymeleaf
camel-tika
camel-timer
camel-tooling-maven
camel-tracing
camel-twilio
camel-twitter
camel-undertow
camel-undertow-spring-security
camel-univocity-parsers
camel-util
camel-validator
camel-velocity
camel-vertx
camel-vertx-common
camel-vertx-http
camel-vertx-parent
camel-vertx-websocket
camel-wal
camel-wasm
camel-weather
camel-weaviate
camel-web3j
camel-webhook
camel-whatsapp
camel-wordpress
camel-workday
camel-xchange
camel-xj
camel-xml-io
camel-xml-io-dsl
camel-xml-io-util
camel-xml-jaxb
camel-xml-jaxb-dsl
camel-xml-jaxb-dsl-test
camel-xml-jaxb-dsl-test-definition
camel-xml-jaxb-dsl-test-spring
camel-xml-jaxp
camel-xml-jaxp-util
camel-xmlsecurity
camel-xmpp
camel-xpath
camel-xslt
camel-xslt-saxon
camel-yaml-dsl-common
camel-yaml-dsl-parent
camel-yaml-dsl-validator
camel-yaml-dsl-validator-maven-plugin
camel-yaml-io
camel-zeebe
camel-zendesk
camel-zip-deflater
camel-zipfile
camel-zookeeper
camel-zookeeper-master
components
core
docs
dsl
sync-properties-maven-plugin

Modules with tests skipped (25)

apache-camel
camel-catalog-console
camel-catalog-lucene
camel-catalog-maven
camel-catalog-suggest
camel-componentdsl
camel-csimple-maven-plugin
camel-endpointdsl-support
camel-itest
camel-jbang-core
camel-jbang-it
camel-jbang-main
camel-jbang-plugin-edit
camel-jbang-plugin-generate
camel-jbang-plugin-kubernetes
camel-jbang-plugin-test
camel-kamelet-main
camel-launcher
camel-report-maven-plugin
camel-route-parser
camel-yaml-dsl
camel-yaml-dsl-deserializers
camel-yaml-dsl-maven-plugin
coverage
dummy-component

ℹ️ Shadow mode — Scalpel observes but does not affect test execution. Learn more

⚠️ Some tests are disabled on GitHub Actions (@DisabledIfSystemProperty(named = "ci.env.name")) and require manual verification:

components/camel-ai: 39 test(s) disabled on GitHub Actions
components/camel-ai/camel-langchain4j-agent: 16 test(s) disabled on GitHub Actions
components/camel-ai/camel-langchain4j-agent: 16 test(s) disabled on GitHub Actions
components/camel-ai/camel-langchain4j-chat: 1 test(s) disabled on GitHub Actions
components/camel-ai/camel-langchain4j-tools: 6 test(s) disabled on GitHub Actions
components/camel-ai/camel-openai: 7 test(s) disabled on GitHub Actions

Build reactor — dependencies compiled but only changed modules were tested (604 modules)

Camel :: AI :: A2A
Camel :: AI :: ChatScript
Camel :: AI :: Deep Java Library
Camel :: AI :: Docling
Camel :: AI :: Hugging Face
Camel :: AI :: KServe
Camel :: AI :: LangChain4j :: Agent
Camel :: AI :: LangChain4j :: Agent :: API
Camel :: AI :: LangChain4j :: Chat
Camel :: AI :: LangChain4j :: Core
Camel :: AI :: LangChain4j :: Embedding
Camel :: AI :: LangChain4j :: Embedding Store :: API
Camel :: AI :: LangChain4j :: EmbeddingStore
Camel :: AI :: LangChain4j :: Tokenizer
Camel :: AI :: LangChain4j :: Tools (deprecated)
Camel :: AI :: LangChain4j :: Web Search
Camel :: AI :: MCP Server
Camel :: AI :: MCP Server API
Camel :: AI :: Milvus
Camel :: AI :: Neo4j
Camel :: AI :: Observability
Camel :: AI :: Observability API
Camel :: AI :: OpenAI
Camel :: AI :: PGVector
Camel :: AI :: Parent
Camel :: AI :: Pinecone
Camel :: AI :: Qdrant
Camel :: AI :: TensorFlow Serving
Camel :: AI :: Tool
Camel :: AI :: Weaviate
Camel :: AMQP
Camel :: API
Camel :: AS2 :: API
Camel :: AS2 :: Component
Camel :: AS2 :: Parent
Camel :: ASN.1
Camel :: AWS :: Common
Camel :: AWS :: Parent
Camel :: AWS CloudTrail
Camel :: AWS Config
Camel :: AWS Redshift Data
Camel :: AWS Rekognition
Camel :: AWS Security Hub
Camel :: AWS Step Functions
Camel :: AWS Timestream
Camel :: AWS2 :: Transcribe
Camel :: AWS2 Athena
Camel :: AWS2 Bedrock
Camel :: AWS2 CW
Camel :: AWS2 Comprehend
Camel :: AWS2 DDB
Camel :: AWS2 EC2
Camel :: AWS2 ECS
Camel :: AWS2 EKS
Camel :: AWS2 Eventbridge
Camel :: AWS2 IAM
Camel :: AWS2 KMS
Camel :: AWS2 Kinesis
Camel :: AWS2 Lambda
Camel :: AWS2 MQ
Camel :: AWS2 MSK
Camel :: AWS2 Parameter Store
Camel :: AWS2 Polly
Camel :: AWS2 S3
Camel :: AWS2 S3 Vectors
Camel :: AWS2 SES
Camel :: AWS2 SNS
Camel :: AWS2 SQS
Camel :: AWS2 STS
Camel :: AWS2 Secrets Manager
Camel :: AWS2 Textract
Camel :: AWS2 Translate
Camel :: ActiveMQ 5.x
Camel :: ActiveMQ 6.x
Camel :: All Components Sync point
Camel :: All Core Sync point
Camel :: ArangoDB
Camel :: Archetypes
Camel :: Archetypes :: API Component
Camel :: Archetypes :: Component
Camel :: Archetypes :: Data Format
Camel :: Archetypes :: Java Router
Camel :: Archetypes :: Main
Camel :: Archetypes :: Spring XML Based Router (deprecated)
Camel :: Assembly
Camel :: Asterisk
Camel :: Atmosphere WebSocket Servlet
Camel :: Atom
Camel :: Attachments
Camel :: Avro
Camel :: Avro RPC
Camel :: Avro RPC :: Jetty
Camel :: Avro RPC :: Parent
Camel :: Avro RPC :: Spi
Camel :: Azure :: Common
Camel :: Azure :: CosmosDB
Camel :: Azure :: Event Grid
Camel :: Azure :: Event Hubs
Camel :: Azure :: Files
Camel :: Azure :: Functions
Camel :: Azure :: Key Vault
Camel :: Azure :: Parent
Camel :: Azure :: Schema Registry
Camel :: Azure :: ServiceBus
Camel :: Azure :: Storage Blob
Camel :: Azure :: Storage Datalake
Camel :: Azure :: Storage Queue
Camel :: BOM
Camel :: Barcode
Camel :: Base
Camel :: Base Engine
Camel :: Base64
Camel :: Bean
Camel :: Bean validator
Camel :: BeanIO
Camel :: Bindy
Camel :: Bonita
Camel :: Box :: API
Camel :: Box :: Component
Camel :: Box :: Parent
Camel :: Braintree
Camel :: Browse
Camel :: CBOR
Camel :: CM SMS
Camel :: CSV
Camel :: CXF :: Common
Camel :: CXF :: Common :: Spring
Camel :: CXF :: Parent
Camel :: CXF :: REST
Camel :: CXF :: REST :: Spring
Camel :: CXF :: SOAP
Camel :: CXF :: SOAP :: Spring
Camel :: CXF :: Transport
Camel :: CXF :: Transport :: Spring
Camel :: Caffeine
Camel :: Camunda
Camel :: Cassandra CQL
Camel :: Catalog :: CSimple Maven Plugin (deprecated)
Camel :: Catalog :: Camel Catalog
Camel :: Catalog :: Camel Report Maven Plugin
Camel :: Catalog :: Camel Route Parser
Camel :: Catalog :: Common
Camel :: Catalog :: Console
Camel :: Catalog :: Dummy Component
Camel :: Catalog :: Lucene (deprecated)
Camel :: Catalog :: Maven
Camel :: Catalog :: Suggest
Camel :: Chunk
Camel :: ClickHouse
Camel :: ClickUp
Camel :: CloudEvents
Camel :: Cluster
Camel :: CoAP
Camel :: Cometd
Camel :: Common Telemetry
Camel :: Common Tracing (deprecated)
Camel :: Component DSL
Camel :: Components
Camel :: Console
Camel :: Consul
Camel :: Controlbus
Camel :: Core
Camel :: Core Catalog
Camel :: Core Engine
Camel :: Core Languages
Camel :: Core Model
Camel :: Core Modules
Camel :: Core Processor
Camel :: Core Reifier
Camel :: Core XML
Camel :: CouchDB
Camel :: Couchbase
Camel :: Coverage
Camel :: Cron
Camel :: Crypto
Camel :: Crypto PGP
Camel :: CyberArk Vault
Camel :: DFDL
Camel :: DHIS2
Camel :: DHIS2 :: Parent
Camel :: DHIS2 API
Camel :: DNS
Camel :: DSL :: CLI Connector
Camel :: DSL :: CLI Debug
Camel :: DSL :: Modeline
Camel :: DSL :: Parent
Camel :: DSL :: Support
Camel :: Dapr
Camel :: DataSet
Camel :: DataSonnet
Camel :: Dataformat
Camel :: Debezium :: Common
Camel :: Debezium :: Common :: Parent
Camel :: Debezium :: DB2
Camel :: Debezium :: Maven Plugin
Camel :: Debezium :: MongoDB
Camel :: Debezium :: MySQL
Camel :: Debezium :: Oracle
Camel :: Debezium :: Parent
Camel :: Debezium :: PostgreSQL
Camel :: Debezium :: SQL Server
Camel :: Debugging
Camel :: Dependencies
Camel :: Diagram
Camel :: DigitalOcean (deprecated)
Camel :: Direct
Camel :: Disruptor
Camel :: Docker
Camel :: Docs
Camel :: Drill
Camel :: Dropbox
Camel :: DuckDB
Camel :: Dynamic Router
Camel :: Ehcache
Camel :: ElasticSearch Rest Client
Camel :: Elasticsearch Java API Client
Camel :: Endpoint DSL
Camel :: Endpoint DSL :: Support
Camel :: Event
Camel :: Exec
Camel :: FHIR
Camel :: FHIR :: API
Camel :: FHIR :: Parent
Camel :: FOP
Camel :: FTP
Camel :: FTP Common
Camel :: Fastjson
Camel :: File
Camel :: File Watch
Camel :: FlatPack
Camel :: Flink
Camel :: Flowable
Camel :: Fory
Camel :: Freemarker
Camel :: Geocoder
Camel :: Git
Camel :: GitHub2
Camel :: Google :: BigQuery
Camel :: Google :: Calendar
Camel :: Google :: Common
Camel :: Google :: Drive
Camel :: Google :: Firestore
Camel :: Google :: Functions
Camel :: Google :: Mail
Camel :: Google :: Parent
Camel :: Google :: PubSub
Camel :: Google :: Secret Manager
Camel :: Google :: Sheets
Camel :: Google :: Speech To Text
Camel :: Google :: Storage
Camel :: Google :: Text To Speech
Camel :: Google :: Vertex AI
Camel :: Google :: Vision
Camel :: GraphQL
Camel :: Grok
Camel :: Groovy
Camel :: Gson
Camel :: HL7
Camel :: HTTP
Camel :: HTTP :: Base
Camel :: HTTP :: Common
Camel :: HashiCorp :: Key Vault
Camel :: HazelCast
Camel :: Headers Map (deprecated)
Camel :: Health
Camel :: Huawei Cloud :: Common
Camel :: Huawei Cloud :: DMS
Camel :: Huawei Cloud :: FaceRecognition
Camel :: Huawei Cloud :: FunctionGraph
Camel :: Huawei Cloud :: IAM
Camel :: Huawei Cloud :: ImageRecognition
Camel :: Huawei Cloud :: OBS
Camel :: Huawei Cloud :: Parent
Camel :: Huawei Cloud :: SimpleNotification
Camel :: IBM :: Cloud Object Storage
Camel :: IBM :: Parent
Camel :: IBM :: Secrets Manager
Camel :: IBM :: Watson Discovery
Camel :: IBM :: Watson Language
Camel :: IBM :: Watson Speech to Text
Camel :: IBM :: Watson Text to Speech
Camel :: IBM :: watsonx.ai
Camel :: IBM :: watsonx.data
Camel :: IEC 60870 (deprecated)
Camel :: IRC (deprecated)
Camel :: ISO-8583
Camel :: Iggy
Camel :: Ignite
Camel :: Infinispan :: Common
Camel :: Infinispan :: Embedded
Camel :: Infinispan :: Parent
Camel :: Infinispan :: Remote
Camel :: InfluxDB
Camel :: InfluxDB2
Camel :: Integration Tests
Camel :: Integration Tests :: Stream Caching Tests
Camel :: IronMQ
Camel :: JAXB
Camel :: JBang :: Console
Camel :: JBang :: Core
Camel :: JBang :: Integration tests
Camel :: JBang :: MCP
Camel :: JBang :: Main
Camel :: JBang :: Parent
Camel :: JBang :: Plugin :: Edit
Camel :: JBang :: Plugin :: Generate
Camel :: JBang :: Plugin :: Kubernetes
Camel :: JBang :: Plugin :: MCP
Camel :: JBang :: Plugin :: Route Parser
Camel :: JBang :: Plugin :: TUI
Camel :: JBang :: Plugin :: Testing
Camel :: JBang :: Plugin :: Validate
Camel :: JCR
Camel :: JCache
Camel :: JDBC
Camel :: JGroups
Camel :: JGroups Raft
Camel :: JIRA
Camel :: JMS
Camel :: JMX
Camel :: JOOQ
Camel :: JPA
Camel :: JQ
Camel :: JSON validator
Camel :: JSON-B
Camel :: JSONATA
Camel :: JSon Path
Camel :: JSonApi
Camel :: JSoup
Camel :: JTA
Camel :: Jackson
Camel :: Jackson 3
Camel :: Jackson 3 Avro
Camel :: Jackson 3 Protobuf
Camel :: Jackson 3 XML
Camel :: Jackson Avro
Camel :: Jackson Protobuf
Camel :: Jackson XML
Camel :: Jactl
Camel :: Jandex
Camel :: Jasypt
Camel :: Java DSL IO
Camel :: Java DSL with jOOR
Camel :: Java Flight Recorder
Camel :: Java Template Engine
Camel :: Java Toolbox for IBM i
Camel :: JavaScript
Camel :: Jetty
Camel :: Jetty :: Common
Camel :: Jolt
Camel :: Jsch
Camel :: Jslt
Camel :: JsonPatch (deprecated)
Camel :: Kafka
Camel :: Kamelet
Camel :: Kamelet Main
Camel :: Kamelet Main :: Support
Camel :: Keycloak
Camel :: Knative :: Parent
Camel :: Knative API
Camel :: Knative Component
Camel :: Knative HTTP
Camel :: Kubernetes
Camel :: Kudu
Camel :: LDAP
Camel :: LDIF
Camel :: LZF
Camel :: Language
Camel :: Launcher
Camel :: Launcher :: Container
Camel :: LevelDB (deprecated)
Camel :: Log
Camel :: Long-Running-Action
Camel :: Lucene
Camel :: Lumberjack
Camel :: MDC
Camel :: MINA
Camel :: MINA SFTP
Camel :: MLLP
Camel :: MVEL
Camel :: Mail
Camel :: Mail :: Microsoft OAuth
Camel :: Main
Camel :: Management
Camel :: Management API
Camel :: MapStruct
Camel :: Master
Camel :: Maven Plugins :: Camel API Component Plugin
Camel :: Maven Plugins :: Camel Maven Component
Camel :: Maven Plugins :: Camel Maven Package
Camel :: Maven Plugins :: Camel Maven Plugin
Camel :: Maven Plugins :: OpenApi REST DSL Generator
Camel :: Maven Plugins :: Sync Properties
Camel :: Maven Plugins :: XML DSL Doc Enricher
Camel :: Metrics
Camel :: MicroProfile :: Config
Camel :: MicroProfile :: Fault Tolerance
Camel :: MicroProfile :: Health
Camel :: MicroProfile :: Parent
Camel :: Micrometer
Camel :: Micrometer :: Observability 2
Camel :: Micrometer :: Observation (deprecated)
Camel :: Micrometer :: Prometheus
Camel :: Milo
Camel :: MinIO
Camel :: Mock
Camel :: MongoDB
Camel :: MongoDB GridFS
Camel :: Mustache
Camel :: MyBatis
Camel :: Nats
Camel :: Netty
Camel :: Netty HTTP
Camel :: OAIPMH
Camel :: OAuth
Camel :: OCSF
Camel :: OGNL (deprecated)
Camel :: Observability Services
Camel :: Olingo2 (Deprecated) :: API
Camel :: Olingo2 (Deprecated) :: Component
Camel :: Olingo2 (Deprecated) :: Parent
Camel :: Olingo4 (Deprecated) :: API
Camel :: Olingo4 (Deprecated) :: Component
Camel :: Olingo4 (Deprecated) :: Parent
Camel :: Once
Camel :: OpenAPI :: Validator
Camel :: OpenApi Java
Camel :: OpenSearch Java API Client
Camel :: OpenStack
Camel :: OpenTelemetry (deprecated)
Camel :: Opentelemetry 2
Camel :: Opentelemetry Metrics
Camel :: OptaPlanner
Camel :: PDF
Camel :: PLC4X
Camel :: PQC
Camel :: Paho (deprecated)
Camel :: Paho MQTT 5
Camel :: Parent
Camel :: Parquet Avro
Camel :: PgEvent
Camel :: PgReplicationSlot
Camel :: Platform HTTP
Camel :: Platform HTTP :: Jolokia
Camel :: Platform HTTP :: Main
Camel :: Platform HTTP :: Vert.x
Camel :: Printer
Camel :: Protobuf
Camel :: PubNub
Camel :: Pulsar
Camel :: Python
Camel :: Quartz
Camel :: QuickFIX/J
Camel :: REST
Camel :: REST OpenApi
Camel :: RSS
Camel :: Reactive Executor :: Tomcat (deprecated)
Camel :: Reactive Executor :: Vert.x (deprecated)
Camel :: Reactive Streams
Camel :: Reactor
Camel :: Redis
Camel :: Ref
Camel :: Resilience4j
Camel :: Resilience4j :: Micrometer
Camel :: ResourceResolver GitHub
Camel :: RobotFramework
Camel :: RocketMQ
Camel :: RxJava
Camel :: SAP NetWeaver
Camel :: SMB
Camel :: SMPP
Camel :: SNMP
Camel :: SOAP
Camel :: SQL
Camel :: SSH
Camel :: SWIFT
Camel :: Saga
Camel :: Salesforce
Camel :: Salesforce :: CodeGen
Camel :: Salesforce :: Maven Plugin
Camel :: Salesforce :: Parent
Camel :: Saxon
Camel :: Scheduler
Camel :: Schematron
Camel :: Seda
Camel :: ServiceNow :: Component
Camel :: ServiceNow :: Maven Plugin
Camel :: ServiceNow :: Parent
Camel :: Servlet
Camel :: Shell
Camel :: Shiro
Camel :: Simple JMS
Camel :: Simple JMS2
Camel :: Slack
Camel :: Smooks :: Parent
Camel :: SnakeYAML
Camel :: Solr
Camel :: Splunk (deprecated)
Camel :: Splunk HEC
Camel :: Spring
Camel :: Spring :: Parent
Camel :: Spring AI :: Chat
Camel :: Spring AI :: Embeddings
Camel :: Spring AI :: Image
Camel :: Spring AI :: Parent
Camel :: Spring AI :: Vector Store
Camel :: Spring Batch
Camel :: Spring Cloud Config
Camel :: Spring JDBC
Camel :: Spring LDAP
Camel :: Spring Main
Camel :: Spring RabbitMQ
Camel :: Spring Redis
Camel :: Spring Security
Camel :: Spring Web Services
Camel :: Spring XML
Camel :: StAX
Camel :: Stitch
Camel :: Stream
Camel :: StringTemplate
Camel :: Stripe
Camel :: Stub
Camel :: Support
Camel :: Syslog
Camel :: Tahu
Camel :: Tar File
Camel :: Telegram
Camel :: Telemetry :: Dev
Camel :: Test :: JUnit5
Camel :: Test :: JUnit6
Camel :: Test :: Main :: JUnit5
Camel :: Test :: Main :: JUnit6
Camel :: Test :: Parent
Camel :: Test :: Spring :: JUnit5
Camel :: Test Infra :: All test services
Camel :: Test Infra :: Artemis
Camel :: Test Infra :: Cli (Camel CLI)
Camel :: Test Infra :: Core
Camel :: Test Infra :: Jetty
Camel :: Test Infra :: Server Message Block
Camel :: Test Infra :: qdrant
Camel :: Thread Pool Factory :: Vert.x (deprecated)
Camel :: Thrift
Camel :: Thymeleaf
Camel :: Tika
Camel :: Timer
Camel :: Tooling :: Maven
Camel :: Tooling :: OpenApi REST DSL Generator
Camel :: Twilio
Camel :: Twitter
Camel :: Undertow
Camel :: Undertow Spring Security
Camel :: UniVocity Parsers
Camel :: Util
Camel :: Validator
Camel :: Velocity
Camel :: Vert.x :: Common
Camel :: Vert.x :: HTTP
Camel :: Vert.x :: Parent
Camel :: Vert.x :: WebSocket
Camel :: Vertx
Camel :: WAL
Camel :: Wasm
Camel :: Weather
Camel :: Web3j
Camel :: Webhook
Camel :: Whatsapp
Camel :: Wordpress
Camel :: Workday
Camel :: XChange
Camel :: XJ
Camel :: XML DSL Jaxb :: Test :: Definition
Camel :: XML DSL Jaxb :: Test :: Spring
Camel :: XML DSL Jaxb :: Tests
Camel :: XML DSL with camel-xml-io
Camel :: XML DSL with camel-xml-jaxb
Camel :: XML IO
Camel :: XML IO Util
Camel :: XML JAXB
Camel :: XML JAXP
Camel :: XML JAXP Util
Camel :: XML Security
Camel :: XMPP
Camel :: XPath
Camel :: XSLT
Camel :: XSLT Saxon
Camel :: YAML DSL
Camel :: YAML DSL :: Common
Camel :: YAML DSL :: Deserializers
Camel :: YAML DSL :: Maven Plugins
Camel :: YAML DSL :: Parent
Camel :: YAML DSL :: Validator
Camel :: YAML DSL :: Validator Maven Plugin
Camel :: YAML IO
Camel :: Zeebe (deprecated)
Camel :: Zendesk
Camel :: Zip Deflater
Camel :: Zip File
Camel :: Zookeeper
Camel :: Zookeeper Master
Camel :: csimple jOOR (deprecated)
Camel :: gRPC
Camel :: iCal
Camel :: jOOR

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atiaomar1978-hub mentioned this pull request Aug 5, 2026

CAMEL-23861: GenAI observability for langchain4j and OpenAI (Phase 1) atiaomar1978-hub/camel#6

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atiaomar1978-hub marked this pull request as ready for review August 5, 2026 06:27

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atiaomar1978-hub requested a review from davsclaus August 5, 2026 16:04

github-actions Bot added components catalog docs tooling tooling-maven core-build-and-dependencies components-ai labels Aug 5, 2026

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Comment thread docs/components/modules/others/nav.adoc

Comment thread ...ent/src/main/java/org/apache/camel/component/langchain4j/agent/LangChain4jAgentProducer.java

Comment thread ...in/java/org/apache/camel/component/langchain4j/embeddings/LangChain4jEmbeddingsProducer.java

atiaomar1978-hub requested a review from davsclaus August 5, 2026 19:59

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cursor Bot force-pushed the cursor/CAMEL-23861-genai-observability-c587 branch from f12051a to 3fe1fb0 Compare August 5, 2026 20:50

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atiaomar1978-hub requested a review from davsclaus August 5, 2026 22:29

davsclaus requested changes Aug 6, 2026

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CAMEL-23861: Regenerate endpoint DSL for RESPONSE_MODEL header metadata

4450d6b

Sync LangChain4jAgentEndpointBuilderFactory with updated @metadata description on Headers.RESPONSE_MODEL from review feedback. Co-authored-by: Cursor Agent <cursoragent@cursor.com>

atiaomar1978-hub requested a review from davsclaus August 6, 2026 06:25

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atiaomar1978-hub commented Aug 5, 2026

Description

What changed

New module: camel-ai-observability

Producer integrations (Phase 1)

New exchange headers (langchain4j)

Documentation

Design notes

Tests

Target

Tracking

AI-assisted contributions

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atiaomar1978-hub commented Aug 5, 2026

Phase 1 implementation summary

Review fixes already applied

Tests

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atiaomar1978-hub commented Aug 5, 2026

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atiaomar1978-hub commented Aug 5, 2026

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Confirmed issues

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Confirmed issues

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Review — CAMEL-23861: GenAI observability for langchain4j and OpenAI (Phase 1)

General observations not tied to specific lines

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atiaomar1978-hub commented Aug 6, 2026

Round-3 review feedback addressed (@davsclaus)

Code fixes

CI / generated files

Tests (BUILD SUCCESS)

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atiaomar1978-hub commented Aug 6, 2026

CI fix — uncommitted endpoint DSL

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github-actions Bot commented Aug 6, 2026

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New module: `camel-ai-observability`