Copilot commented on code in PR #799:
URL: 
https://github.com/apache/skywalking-website/pull/799#discussion_r2510120972


##########
content/events/release-apache-skywalking-apm-10.3.0/index.md:
##########
@@ -0,0 +1,183 @@
+---
+title: Release Apache SkyWalking APM 10.3.0
+date: 2025-11-10
+author: SkyWalking Team
+description: "Release Apache SkyWalking 10.3.0 - New Trace Model in BanyanDB"
+endTime: 2025-11-30T00:00:00Z
+---
+
+SkyWalking 10.3.0 is released. Go to [downloads](/downloads) page to find 
release tars.
+
+### New Trace Model in BanyanDB 
+Optimized the Trace model implementation for BanyanDB 0.9.0, significantly 
reducing query frequency between OAP and BanyanDB.
+Introduced new query views based on the latest query features, greatly 
reducing page latency.
+
+<img src="Trace-1.png"/>
+
+<img src="Trace-2.png"/>
+
+#### Project
+
+* Bump up BanyanDB dependency version(server and java-client) to 0.9.0.
+* Fix CVE-2025-54057, restrict and validate url for widgets.
+* Fix `MetricsPersistentWorker`, remove DataCarrier queue from `Hour/Day` 
dimensions metrics persistent process.
+  This is important to reduce memory cost and `Hour/Day` dimensions metrics 
persistent latency.
+* [Break Change] BanyanDB: support new Trace model.
+
+#### OAP Server
+
+* Implement self-monitoring for BanyanDB via OAP Server.
+* BanyanDB: Support `hot/warm/cold` stages configuration.
+* Fix query continues profiling policies error when the policy is already in 
the cache.
+* Support `hot/warm/cold` stages TTL query in the status API and graphQL API.
+* PromQL Service: traffic query support `limit` and regex match.
+* Fix an edge case of HashCodeSelector(Integer#MIN_VALUE causes 
ArrayIndexOutOfBoundsException).
+* Support Flink monitoring.
+* BanyanDB: Support `@ShardingKey` for Measure tags.
+* BanyanDB: Support cold stage data query for metrics/traces/logs.
+* Increase the idle check interval of the message queue to 200ms to reduce CPU 
usage under low load conditions.
+* Limit max attempts of DNS resolution of Istio ServiceEntry to 3, and do not 
wait for first resolution result in case the DNS is not resolvable at all.
+* Support analysis waypoint metrics in Envoy ALS receiver.
+* Add Ztunnel component in the topology.
+* [Break Change] Change `compomentId` to `componentIds` in the 
K8SServiceRelation Scope. 
+* Adapt the mesh metrics if detect the ambient mesh in the eBPF access log 
receiver.
+* Add JSON format support for the `/debugging/config/dump` status API.
+* Enhance status APIs to support multiple `accept` header values, e.g. 
`Accept: application/json; charset=utf-8`.
+* Storage: separate `SpanAttachedEventRecord` for SkyWalking trace and Zipkin 
trace.
+* [Break Change]BanyanDB: Setup new Group policy.
+* Bump up commons-beanutils to 1.11.0.
+* Refactor: simplify the `Accept` http header process.
+* [Break Change]Storage: Move `event` from metrics to records.
+* Remove string limitation in Jackson deserializer for ElasticSearch client.
+* Fix `disable.oal` does not work.
+* Enhance the stability of e2e PHP tests and update the PHP agent version.
+* Add component ID for the `dameng` JDBC driver.
+* BanyanDB: Support custom `TopN pre-aggregation` rules configuration in file 
`bydb-topn.yml`.
+* refactor: implement OTEL handler with SPI for extensibility.
+* chore: add `toString` implementation for `StorageID`.
+* chore: add a warning log when connecting to ES takes too long.
+* Fix the query time range in the metadata API.
+* OAP gRPC-Client support `Health Check`.
+* [Break Change] `health_check_xx` metrics make response 1 represents healthy, 
0 represents unhealthy.
+* Bump up grpc to 1.70.0.
+* BanyanDB: support new Index rule type `SKIPPING/TREE`, and update the record 
`log`'s `trace_id` indexType to `SKIPPING`
+* BanyanDB: remove `index-only` from tag setting.
+* Fix analysis tracing profiling span failure in ES storage.
+* Add UI dashboard for Ruby runtime metrics.
+* Tracing Query Execution HTTP APIs: make the argument `service layer` 
optional.
+* GraphQL API: metadata, topology, log and trace support query by name.
+* [Break Change] MQE function `sort_values` sorts according to the aggregation 
result and labels rather than the simple time series values.
+* Self Observability: add `metrics_aggregation_queue_used_percentage` and 
`metrics_persistent_collection_cached_size` metrics for the OAP server.
+* Optimize metrics aggregate/persistent worker: separate `OAL` and `MAL` 
workers and consume pools. The dataflow signal drives the new MAL consumer, 
+  the following table shows the pool size,driven mode and queue size for each 
worker.

Review Comment:
   Incorrect punctuation: Chinese comma (,) should be replaced with a standard 
comma (,) in English text.
   ```suggestion
     the following table shows the pool size, driven mode and queue size for 
each worker.
   ```



##########
content/events/release-apache-skywalking-apm-10.3.0/index.md:
##########
@@ -0,0 +1,183 @@
+---
+title: Release Apache SkyWalking APM 10.3.0
+date: 2025-11-10
+author: SkyWalking Team
+description: "Release Apache SkyWalking 10.3.0 - New Trace Model in BanyanDB"
+endTime: 2025-11-30T00:00:00Z
+---
+
+SkyWalking 10.3.0 is released. Go to [downloads](/downloads) page to find 
release tars.
+
+### New Trace Model in BanyanDB 
+Optimized the Trace model implementation for BanyanDB 0.9.0, significantly 
reducing query frequency between OAP and BanyanDB.
+Introduced new query views based on the latest query features, greatly 
reducing page latency.
+
+<img src="Trace-1.png"/>
+
+<img src="Trace-2.png"/>
+
+#### Project
+
+* Bump up BanyanDB dependency version(server and java-client) to 0.9.0.
+* Fix CVE-2025-54057, restrict and validate url for widgets.
+* Fix `MetricsPersistentWorker`, remove DataCarrier queue from `Hour/Day` 
dimensions metrics persistent process.
+  This is important to reduce memory cost and `Hour/Day` dimensions metrics 
persistent latency.
+* [Break Change] BanyanDB: support new Trace model.
+
+#### OAP Server
+
+* Implement self-monitoring for BanyanDB via OAP Server.
+* BanyanDB: Support `hot/warm/cold` stages configuration.
+* Fix query continues profiling policies error when the policy is already in 
the cache.
+* Support `hot/warm/cold` stages TTL query in the status API and graphQL API.
+* PromQL Service: traffic query support `limit` and regex match.
+* Fix an edge case of HashCodeSelector(Integer#MIN_VALUE causes 
ArrayIndexOutOfBoundsException).
+* Support Flink monitoring.
+* BanyanDB: Support `@ShardingKey` for Measure tags.
+* BanyanDB: Support cold stage data query for metrics/traces/logs.
+* Increase the idle check interval of the message queue to 200ms to reduce CPU 
usage under low load conditions.
+* Limit max attempts of DNS resolution of Istio ServiceEntry to 3, and do not 
wait for first resolution result in case the DNS is not resolvable at all.
+* Support analysis waypoint metrics in Envoy ALS receiver.
+* Add Ztunnel component in the topology.
+* [Break Change] Change `compomentId` to `componentIds` in the 
K8SServiceRelation Scope. 
+* Adapt the mesh metrics if detect the ambient mesh in the eBPF access log 
receiver.
+* Add JSON format support for the `/debugging/config/dump` status API.
+* Enhance status APIs to support multiple `accept` header values, e.g. 
`Accept: application/json; charset=utf-8`.
+* Storage: separate `SpanAttachedEventRecord` for SkyWalking trace and Zipkin 
trace.
+* [Break Change]BanyanDB: Setup new Group policy.
+* Bump up commons-beanutils to 1.11.0.
+* Refactor: simplify the `Accept` http header process.
+* [Break Change]Storage: Move `event` from metrics to records.
+* Remove string limitation in Jackson deserializer for ElasticSearch client.
+* Fix `disable.oal` does not work.
+* Enhance the stability of e2e PHP tests and update the PHP agent version.
+* Add component ID for the `dameng` JDBC driver.
+* BanyanDB: Support custom `TopN pre-aggregation` rules configuration in file 
`bydb-topn.yml`.
+* refactor: implement OTEL handler with SPI for extensibility.
+* chore: add `toString` implementation for `StorageID`.
+* chore: add a warning log when connecting to ES takes too long.
+* Fix the query time range in the metadata API.
+* OAP gRPC-Client support `Health Check`.
+* [Break Change] `health_check_xx` metrics make response 1 represents healthy, 
0 represents unhealthy.
+* Bump up grpc to 1.70.0.
+* BanyanDB: support new Index rule type `SKIPPING/TREE`, and update the record 
`log`'s `trace_id` indexType to `SKIPPING`
+* BanyanDB: remove `index-only` from tag setting.
+* Fix analysis tracing profiling span failure in ES storage.
+* Add UI dashboard for Ruby runtime metrics.
+* Tracing Query Execution HTTP APIs: make the argument `service layer` 
optional.
+* GraphQL API: metadata, topology, log and trace support query by name.
+* [Break Change] MQE function `sort_values` sorts according to the aggregation 
result and labels rather than the simple time series values.
+* Self Observability: add `metrics_aggregation_queue_used_percentage` and 
`metrics_persistent_collection_cached_size` metrics for the OAP server.
+* Optimize metrics aggregate/persistent worker: separate `OAL` and `MAL` 
workers and consume pools. The dataflow signal drives the new MAL consumer, 
+  the following table shows the pool size,driven mode and queue size for each 
worker.
+  
+| Worker                        | poolSize                                 | 
isSignalDrivenMode | queueChannelSize | queueBufferSize |
+|-------------------------------|------------------------------------------|--------------------|------------------|-----------------|
+| MetricsAggregateOALWorker     | Math.ceil(availableProcessors * 2 * 1.5) | 
false              | 2                | 10000           |
+| MetricsAggregateMALWorker     | availableProcessors * 2 / 8, at least 1  | 
true               | 1                | 1000            |
+| MetricsPersistentMinOALWorker | availableProcessors * 2 / 8, at least 1  | 
false              | 1                | 2000            |
+| MetricsPersistentMinMALWorker | availableProcessors * 2 / 16, at least 1 | 
true               | 1                | 1000            |
+
+* Bump up netty to 4.2.4.Final.
+* Bump up commons-lang to 3.18.0.
+* BanyanDB: support group `replicas` and `user/password` for basic 
authentication.
+* BanyanDB: fix Zipkin query missing tag `QUERY`.
+* Fix `IllegalArgumentException: Incorrect number of labels`, tags in the 
`LogReportServiceHTTPHandler` and `LogReportServiceGrpcHandler` inconsistent 
with `LogHandler`.
+* BanyanDB: fix Zipkin query by `annotationQuery`
+* HTTP Server: Use the default shared thread pool rather than creating a new 
event loop thread pool for each server. Remove the `MAX_THREADS` from each 
server config.
+* Optimize all Armeria HTTP Server(s) to share the `CommonPools` for the whole 
JVM.
+  In the `CommonPools`, the max threads for `EventLoopGroup` is `processor * 
2`, and for `BlockingTaskExecutor` is `200` and can be recycled if over the 
keepAliveTimeMillis (60000L by default).
+  Here is a summary of the thread dump without UI query in a simple Kind env 
deployed by SkyWalking showcase:
+
+| **Thread Type**                 | **Count** | **Main State**              | 
**Description**                                                                 
                                                      |
+|---------------------------------|-----------|-----------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
+| **JVM System Threads**          | 12        | RUNNABLE/WAITING            | 
Includes Reference Handler, Finalizer, Signal Dispatcher, Service Thread, C2/C1 
CompilerThreads, Sweeper thread, Common-Cleaner, etc. |
+| **Netty I/O Worker Threads**    | 32        | RUNNABLE                    | 
Threads named "armeria-common-worker-epoll-*", handling network I/O operations. 
                                                      |
+| **gRPC Worker Threads**         | 16        | RUNNABLE                    | 
Threads named "grpc-default-worker-*".                                          
                                                      |
+| **HTTP Client Threads**         | 4         | RUNNABLE                    | 
Threads named "HttpClient-*-SelectorManager".                                   
                                                      |
+| **Data Consumer Threads**       | 47        | TIMED_WAITING (sleeping)    | 
Threads named "DataCarrier.*", used for metrics data consumption.               
                                                      |
+| **Scheduled Task Threads**      | 10        | TIMED_WAITING (parking)     | 
Threads named "pool-*-thread-*".                                                
                                                      |
+| **ForkJoinPool Worker Threads** | 2         | WAITING (parking)           | 
Threads named "ForkJoinPool-*".                                                 
                                                      |
+| **BanyanDB Processor Threads**  | 2         | TIMED_WAITING (parking)     | 
Threads named "BanyanDB BulkProcessor".                                         
                                                      |
+| **gRPC Executor Threads**       | 3         | TIMED_WAITING (parking)     | 
Threads named "grpc-default-executor-*".                                        
                                                      |
+| **JVM GC Threads**              | 13        | RUNNABLE                    | 
Threads named "GC Thread#*" for garbage collection.                             
                                                      |
+| **Other JVM Internal Threads**  | 3         | RUNNABLE                    | 
Includes VM Thread, G1 Main Marker, VM Periodic Task Thread.                    
                                                      |
+| **Attach Listener**             | 1         | RUNNABLE                    | 
JVM attach listener thread.                                                     
                                                      |
+| **Total**                       | **158**   | -                           | 
-                                                                               
                                                      |
+
+* BanyanDB: make `BanyanDBMetricsDAO` output `scan all blocks` info log only 
when the model is not `indexModel`.
+* BanyanDB: fix the `BanyanDBMetricsDAO.multiGet` not work properly in 
`IndexMode`.
+* BanyanDB: remove `@StoreIDAsTag`, and automatically create a virtual String 
tag `id` for the SeriesID in `IndexMode`.
+* Remove method `appendMutant` from StorageID.
+* Fix otlp log handler reponse error and otlp span convert error.

Review Comment:
   Spelling error: "reponse" should be "response".
   ```suggestion
   * Fix otlp log handler response error and otlp span convert error.
   ```



##########
content/events/release-apache-skywalking-apm-10.3.0/index.md:
##########
@@ -0,0 +1,183 @@
+---
+title: Release Apache SkyWalking APM 10.3.0
+date: 2025-11-10
+author: SkyWalking Team
+description: "Release Apache SkyWalking 10.3.0 - New Trace Model in BanyanDB"
+endTime: 2025-11-30T00:00:00Z
+---
+
+SkyWalking 10.3.0 is released. Go to [downloads](/downloads) page to find 
release tars.
+
+### New Trace Model in BanyanDB 
+Optimized the Trace model implementation for BanyanDB 0.9.0, significantly 
reducing query frequency between OAP and BanyanDB.
+Introduced new query views based on the latest query features, greatly 
reducing page latency.
+
+<img src="Trace-1.png"/>
+
+<img src="Trace-2.png"/>
+
+#### Project
+
+* Bump up BanyanDB dependency version(server and java-client) to 0.9.0.
+* Fix CVE-2025-54057, restrict and validate url for widgets.
+* Fix `MetricsPersistentWorker`, remove DataCarrier queue from `Hour/Day` 
dimensions metrics persistent process.
+  This is important to reduce memory cost and `Hour/Day` dimensions metrics 
persistent latency.
+* [Break Change] BanyanDB: support new Trace model.
+
+#### OAP Server
+
+* Implement self-monitoring for BanyanDB via OAP Server.
+* BanyanDB: Support `hot/warm/cold` stages configuration.
+* Fix query continues profiling policies error when the policy is already in 
the cache.
+* Support `hot/warm/cold` stages TTL query in the status API and graphQL API.
+* PromQL Service: traffic query support `limit` and regex match.
+* Fix an edge case of HashCodeSelector(Integer#MIN_VALUE causes 
ArrayIndexOutOfBoundsException).
+* Support Flink monitoring.
+* BanyanDB: Support `@ShardingKey` for Measure tags.
+* BanyanDB: Support cold stage data query for metrics/traces/logs.
+* Increase the idle check interval of the message queue to 200ms to reduce CPU 
usage under low load conditions.
+* Limit max attempts of DNS resolution of Istio ServiceEntry to 3, and do not 
wait for first resolution result in case the DNS is not resolvable at all.
+* Support analysis waypoint metrics in Envoy ALS receiver.
+* Add Ztunnel component in the topology.
+* [Break Change] Change `compomentId` to `componentIds` in the 
K8SServiceRelation Scope. 
+* Adapt the mesh metrics if detect the ambient mesh in the eBPF access log 
receiver.
+* Add JSON format support for the `/debugging/config/dump` status API.
+* Enhance status APIs to support multiple `accept` header values, e.g. 
`Accept: application/json; charset=utf-8`.
+* Storage: separate `SpanAttachedEventRecord` for SkyWalking trace and Zipkin 
trace.
+* [Break Change]BanyanDB: Setup new Group policy.
+* Bump up commons-beanutils to 1.11.0.
+* Refactor: simplify the `Accept` http header process.
+* [Break Change]Storage: Move `event` from metrics to records.
+* Remove string limitation in Jackson deserializer for ElasticSearch client.
+* Fix `disable.oal` does not work.
+* Enhance the stability of e2e PHP tests and update the PHP agent version.
+* Add component ID for the `dameng` JDBC driver.
+* BanyanDB: Support custom `TopN pre-aggregation` rules configuration in file 
`bydb-topn.yml`.
+* refactor: implement OTEL handler with SPI for extensibility.
+* chore: add `toString` implementation for `StorageID`.
+* chore: add a warning log when connecting to ES takes too long.
+* Fix the query time range in the metadata API.
+* OAP gRPC-Client support `Health Check`.
+* [Break Change] `health_check_xx` metrics make response 1 represents healthy, 
0 represents unhealthy.
+* Bump up grpc to 1.70.0.
+* BanyanDB: support new Index rule type `SKIPPING/TREE`, and update the record 
`log`'s `trace_id` indexType to `SKIPPING`
+* BanyanDB: remove `index-only` from tag setting.
+* Fix analysis tracing profiling span failure in ES storage.
+* Add UI dashboard for Ruby runtime metrics.
+* Tracing Query Execution HTTP APIs: make the argument `service layer` 
optional.
+* GraphQL API: metadata, topology, log and trace support query by name.
+* [Break Change] MQE function `sort_values` sorts according to the aggregation 
result and labels rather than the simple time series values.
+* Self Observability: add `metrics_aggregation_queue_used_percentage` and 
`metrics_persistent_collection_cached_size` metrics for the OAP server.
+* Optimize metrics aggregate/persistent worker: separate `OAL` and `MAL` 
workers and consume pools. The dataflow signal drives the new MAL consumer, 
+  the following table shows the pool size,driven mode and queue size for each 
worker.
+  
+| Worker                        | poolSize                                 | 
isSignalDrivenMode | queueChannelSize | queueBufferSize |
+|-------------------------------|------------------------------------------|--------------------|------------------|-----------------|
+| MetricsAggregateOALWorker     | Math.ceil(availableProcessors * 2 * 1.5) | 
false              | 2                | 10000           |
+| MetricsAggregateMALWorker     | availableProcessors * 2 / 8, at least 1  | 
true               | 1                | 1000            |
+| MetricsPersistentMinOALWorker | availableProcessors * 2 / 8, at least 1  | 
false              | 1                | 2000            |
+| MetricsPersistentMinMALWorker | availableProcessors * 2 / 16, at least 1 | 
true               | 1                | 1000            |
+
+* Bump up netty to 4.2.4.Final.
+* Bump up commons-lang to 3.18.0.
+* BanyanDB: support group `replicas` and `user/password` for basic 
authentication.
+* BanyanDB: fix Zipkin query missing tag `QUERY`.
+* Fix `IllegalArgumentException: Incorrect number of labels`, tags in the 
`LogReportServiceHTTPHandler` and `LogReportServiceGrpcHandler` inconsistent 
with `LogHandler`.
+* BanyanDB: fix Zipkin query by `annotationQuery`
+* HTTP Server: Use the default shared thread pool rather than creating a new 
event loop thread pool for each server. Remove the `MAX_THREADS` from each 
server config.
+* Optimize all Armeria HTTP Server(s) to share the `CommonPools` for the whole 
JVM.
+  In the `CommonPools`, the max threads for `EventLoopGroup` is `processor * 
2`, and for `BlockingTaskExecutor` is `200` and can be recycled if over the 
keepAliveTimeMillis (60000L by default).
+  Here is a summary of the thread dump without UI query in a simple Kind env 
deployed by SkyWalking showcase:
+
+| **Thread Type**                 | **Count** | **Main State**              | 
**Description**                                                                 
                                                      |
+|---------------------------------|-----------|-----------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
+| **JVM System Threads**          | 12        | RUNNABLE/WAITING            | 
Includes Reference Handler, Finalizer, Signal Dispatcher, Service Thread, C2/C1 
CompilerThreads, Sweeper thread, Common-Cleaner, etc. |
+| **Netty I/O Worker Threads**    | 32        | RUNNABLE                    | 
Threads named "armeria-common-worker-epoll-*", handling network I/O operations. 
                                                      |
+| **gRPC Worker Threads**         | 16        | RUNNABLE                    | 
Threads named "grpc-default-worker-*".                                          
                                                      |
+| **HTTP Client Threads**         | 4         | RUNNABLE                    | 
Threads named "HttpClient-*-SelectorManager".                                   
                                                      |
+| **Data Consumer Threads**       | 47        | TIMED_WAITING (sleeping)    | 
Threads named "DataCarrier.*", used for metrics data consumption.               
                                                      |
+| **Scheduled Task Threads**      | 10        | TIMED_WAITING (parking)     | 
Threads named "pool-*-thread-*".                                                
                                                      |
+| **ForkJoinPool Worker Threads** | 2         | WAITING (parking)           | 
Threads named "ForkJoinPool-*".                                                 
                                                      |
+| **BanyanDB Processor Threads**  | 2         | TIMED_WAITING (parking)     | 
Threads named "BanyanDB BulkProcessor".                                         
                                                      |
+| **gRPC Executor Threads**       | 3         | TIMED_WAITING (parking)     | 
Threads named "grpc-default-executor-*".                                        
                                                      |
+| **JVM GC Threads**              | 13        | RUNNABLE                    | 
Threads named "GC Thread#*" for garbage collection.                             
                                                      |
+| **Other JVM Internal Threads**  | 3         | RUNNABLE                    | 
Includes VM Thread, G1 Main Marker, VM Periodic Task Thread.                    
                                                      |
+| **Attach Listener**             | 1         | RUNNABLE                    | 
JVM attach listener thread.                                                     
                                                      |
+| **Total**                       | **158**   | -                           | 
-                                                                               
                                                      |
+
+* BanyanDB: make `BanyanDBMetricsDAO` output `scan all blocks` info log only 
when the model is not `indexModel`.
+* BanyanDB: fix the `BanyanDBMetricsDAO.multiGet` not work properly in 
`IndexMode`.
+* BanyanDB: remove `@StoreIDAsTag`, and automatically create a virtual String 
tag `id` for the SeriesID in `IndexMode`.
+* Remove method `appendMutant` from StorageID.
+* Fix otlp log handler reponse error and otlp span convert error.
+* Fix service_relation source layer in mq entry span analyse.
+* Fix metrics comparison in promql with bool modifier.
+* Add rate limiter for Zipkin trace receiver to limit maximum spans per second.
+* Open `health-checker` module by default due to latest UI changes. Change the 
default check period to 30s.
+* Refactor Kubernetes coordinator to be more accurate about node readiness.
+* Bump up netty to 4.2.5.Final.
+* BanyanDB: fix log query missing order by condition, and fix missing service 
id condition when query by instance id or endpoint id.
+* Fix potential NPE in the `AlarmStatusQueryHandler`.
+* Aggregate TopN Slow SQL by service dimension.
+* BanyanDB: support add group prefix (namespace) for BanyanDB groups.
+* BanyanDB: fix when setting `@BanyanDB.TimestampColumn`, the column should 
not be indexed.
+* OAP Self Observability: make Trace analysis metrics separate by label 
`protocol`, add Zipkin span dropped metrics.
+* BanyanDB: Move data write logic from BanyanDB Java Client to OAP and support 
observe metrics for write operations.
+* Self Observability: add write latency metrics for BanyanDB and ElasticSearch.
+* Fix the malfunctioning alarm feature of MAL metrics due to unknown metadata 
in L2 aggregate worker.
+* Make MAL percentile align with OAL percentile calculation.
+* Update Grafana dashboards for OAP observability.
+* BanyanDB: fix query `getInstance` by instance ID.
+* Support the go agent(0.7.0 release) bundled pprof profiling feature.
+* Service and TCPService source support analyze TLS mode.
+* Library-pprof-parser: feat: add PprofSegmentParser.
+* Storage: feat: add languageType column to ProfileThreadSnapshotRecord.
+* Feat: add go profile analyzer
+* Get Alarm Runtime Status: support query the running status for the whole 
cluster.
+
+#### UI
+
+* Implement self-monitoring for BanyanDB via UI.
+* Enhance the trace `List/Tree/Table` graph to support displaying multiple 
refs of spans and distinguishing different parents.
+* Fix: correct the same labels for metrics.
+* Refactor: use the Fetch API to instead of Axios.
+* Support cold stage data for metrics, trace and log.
+* Add route to status API `/debugging/config/dump` in the UI.
+* Implement the Status API on Settings page.
+* Bump vite from 6.2.6 to 6.3.6.
+* Enhance async profiling by adding shorter and custom duration options.
+* Fix select wrong span to analysis in trace profiling.
+* Correct the service list for legends in trace graphs.
+* Correct endpoint topology data to avoid undefined.
+* Fix the snapshot charts unable to display.
+* Bump vue-i18n from 9.14.3 to 9.14.5.
+* Fix split queries for topology to avoid page crash.
+* Self Observability ui-template: Add new panels for monitor `metrics 
aggregation queue used percentage` and `metrics persistent collection cached 
size`.
+* test: introduce and set up unit tests in the UI.
+* test: implement comprehensive unit tests for components.
+* refactor: optimize data types for widgets and dashboards.
+* fix: optimize appearing the wrong prompt by pop-up for the HTTP environments 
in copy function.
+* refactor the configuration view and implement the optional config for 
displaying timestamp in Log widget.
+* test: implement unit tests for hooks and refactor some types.
+* fix: share OAP proxy servies for different endpoins and use health checked 
endpoints group.

Review Comment:
   Multiple spelling errors: "servies" should be "services" and "endpoins" 
should be "endpoints".
   ```suggestion
   * fix: share OAP proxy services for different endpoints and use health 
checked endpoints group.
   ```



##########
content/events/release-apache-skywalking-apm-10.3.0/index.md:
##########
@@ -0,0 +1,183 @@
+---
+title: Release Apache SkyWalking APM 10.3.0
+date: 2025-11-10
+author: SkyWalking Team
+description: "Release Apache SkyWalking 10.3.0 - New Trace Model in BanyanDB"
+endTime: 2025-11-30T00:00:00Z
+---
+
+SkyWalking 10.3.0 is released. Go to [downloads](/downloads) page to find 
release tars.
+
+### New Trace Model in BanyanDB 
+Optimized the Trace model implementation for BanyanDB 0.9.0, significantly 
reducing query frequency between OAP and BanyanDB.
+Introduced new query views based on the latest query features, greatly 
reducing page latency.
+
+<img src="Trace-1.png"/>
+
+<img src="Trace-2.png"/>
+
+#### Project
+
+* Bump up BanyanDB dependency version(server and java-client) to 0.9.0.
+* Fix CVE-2025-54057, restrict and validate url for widgets.
+* Fix `MetricsPersistentWorker`, remove DataCarrier queue from `Hour/Day` 
dimensions metrics persistent process.
+  This is important to reduce memory cost and `Hour/Day` dimensions metrics 
persistent latency.
+* [Break Change] BanyanDB: support new Trace model.
+
+#### OAP Server
+
+* Implement self-monitoring for BanyanDB via OAP Server.
+* BanyanDB: Support `hot/warm/cold` stages configuration.
+* Fix query continues profiling policies error when the policy is already in 
the cache.
+* Support `hot/warm/cold` stages TTL query in the status API and graphQL API.
+* PromQL Service: traffic query support `limit` and regex match.
+* Fix an edge case of HashCodeSelector(Integer#MIN_VALUE causes 
ArrayIndexOutOfBoundsException).
+* Support Flink monitoring.
+* BanyanDB: Support `@ShardingKey` for Measure tags.
+* BanyanDB: Support cold stage data query for metrics/traces/logs.
+* Increase the idle check interval of the message queue to 200ms to reduce CPU 
usage under low load conditions.
+* Limit max attempts of DNS resolution of Istio ServiceEntry to 3, and do not 
wait for first resolution result in case the DNS is not resolvable at all.
+* Support analysis waypoint metrics in Envoy ALS receiver.
+* Add Ztunnel component in the topology.
+* [Break Change] Change `compomentId` to `componentIds` in the 
K8SServiceRelation Scope. 

Review Comment:
   Spelling error: "compomentId" should be "componentId".



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