AI Slop Code RIsk Monitor

apache/incubator-seata

:fire: Seata is an easy-to-use, high-performance, open source distributed transaction solution.

5.6 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for apache/incubator-seata, a Java project with 26,008 GitHub stars. SynthScan examined 515,060 lines of code across 3441 source files, recording 360 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 5.6 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.6
Adjusted Signal
5.6
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
26.0K
Stars
Java
Language
515.1K
Lines of Code
3.4K
Files
360
Pattern Hits
2026-10-12
Scan Date
0.07
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 1.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 116 finding(s).

Hallucinated Dependency & Supply Chain Risk 23.1/100 · LOW

Are imports declared and package/API names verified? 244 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 6 finding(s).

PR Review Velocity Impact 21.9/100 · LOW

Which changes need focused human review? 360 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 243HIGH 0MEDIUM 2LOW 115

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 360 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators243 hits · 2710 pts
SeverityFileLineSnippetContext
CRITICAL…test/java/io/seata/core/serializer/SerializerTest.java51 Assertions.assertTrue(org.apache.seata.core.serializer.Serializer.class.isAssignableFrom(Serializer.class));CODE
CRITICAL…c/test/java/io/seata/core/context/ContextCoreTest.java30 Assertions.assertTrue(org.apache.seata.core.context.ContextCore.class.isAssignableFrom(ContextCore.class));CODE
CRITICAL⚡…c/test/java/io/seata/core/context/ContextCoreTest.java60 Assertions.assertTrue(org.apache.seata.core.context.ContextCore.class.isAssignableFrom(ContextCore.class));CODE
CRITICAL⚡…c/test/java/io/seata/core/context/ContextCoreTest.java66 Assertions.assertTrue(org.apache.seata.core.context.ContextCore.class.isAssignableFrom(ContextCore.class));CODE
CRITICAL⚡…c/test/java/io/seata/core/context/ContextCoreTest.java72 java.lang.reflect.Method[] parentMethods = org.apache.seata.core.context.ContextCore.class.getMethods();CODE
CRITICAL…e/src/test/java/io/seata/core/auth/AuthSignerTest.java42 org.apache.seata.core.auth.AuthSigner.class.isAssignableFrom(AuthSigner.class),CODE
CRITICAL…test/java/io/seata/core/compressor/CompressorTest.java45 Assertions.assertTrue(org.apache.seata.core.compressor.Compressor.class.isAssignableFrom(Compressor.class));CODE
CRITICAL…t/java/io/seata/core/constants/DubboConstantsTest.java33 org.apache.seata.core.constants.DubboConstants.class.isAssignableFrom(DubboConstants.class));CODE
CRITICAL…t/java/io/seata/core/constants/DubboConstantsTest.java39 Field[] apacheFields = org.apache.seata.core.constants.DubboConstants.class.getDeclaredFields();CODE
CRITICAL⚡…/src/test/java/io/seata/core/model/BranchTypeTest.java41 Assertions.assertEquals(org.apache.seata.core.model.BranchType.AT.ordinal(), BranchType.AT.ordinal());CODE
CRITICAL⚡…/src/test/java/io/seata/core/model/BranchTypeTest.java44 Assertions.assertEquals(org.apache.seata.core.model.BranchType.TCC.ordinal(), BranchType.TCC.ordinal());CODE
CRITICAL⚡…/src/test/java/io/seata/core/model/BranchTypeTest.java47 Assertions.assertEquals(org.apache.seata.core.model.BranchType.SAGA.ordinal(), BranchType.SAGA.ordinal());CODE
CRITICAL⚡…/src/test/java/io/seata/core/model/BranchTypeTest.java50 Assertions.assertEquals(org.apache.seata.core.model.BranchType.XA.ordinal(), BranchType.XA.ordinal());CODE
CRITICAL…test/java/io/seata/core/model/ResourceManagerTest.java110 org.apache.seata.core.model.ResourceManager.class.isAssignableFrom(ResourceManager.class));CODE
CRITICAL…/io/seata/core/exception/TransactionExceptionTest.java41 org.apache.seata.core.exception.TransactionException.class.isAssignableFrom(TransactionException.class),CODE
CRITICAL…/io/seata/core/store/db/sql/lock/LockStoreSqlTest.java43 org.apache.seata.core.store.db.sql.lock.LockStoreSql.class.isAssignableFrom(LockStoreSql.class),CODE
CRITICAL…a/io/seata/core/store/db/sql/log/LogStoreSqlsTest.java43 org.apache.seata.core.store.db.sql.log.LogStoreSqls.class.isAssignableFrom(LogStoreSqls.class),CODE
CRITICAL…ta/integration/tx/api/remoting/RemotingParserTest.java39 org.apache.seata.integration.tx.api.remoting.RemotingParser.class.isAssignableFrom(CODE
CRITICAL…a/io/seata/integration/tx/api/json/JsonParserTest.java37 org.apache.seata.integration.tx.api.json.JsonParser.class.isAssignableFrom(JsonParser.class),CODE
CRITICAL…n/tx/api/interceptor/ActionInterceptorHandlerTest.java46 org.apache.seata.integration.tx.api.interceptor.ActionInterceptorHandler.class.isAssignableFrom(CODE
CRITICAL…handler/GlobalTransactionalInterceptorHandlerTest.java209 new org.apache.seata.tm.api.DefaultFailureHandlerImpl(), methodsToProxy);CODE
CRITICAL…ration/http/TransactionPropagationInterceptorTest.java39 org.apache.seata.integration.http.TransactionPropagationInterceptor.class.isAssignableFrom(CODE
CRITICAL…integration/http/JakartaSeataWebMvcConfigurerTest.java39 org.apache.seata.integration.http.JakartaSeataWebMvcConfigurer.class.isAssignableFrom(CODE
CRITICAL…/seata/integration/http/SeataWebMvcConfigurerTest.java39 org.apache.seata.integration.http.SeataWebMvcConfigurer.class.isAssignableFrom(CODE
CRITICALcompatible/src/test/java/io/seata/tm/TMClientTest.java30 Assertions.assertTrue(org.apache.seata.tm.TMClient.class.isAssignableFrom(TMClient.class));CODE
CRITICALcompatible/src/test/java/io/seata/tm/TMClientTest.java77 java.lang.reflect.Method[] parentMethods = org.apache.seata.tm.TMClient.class.getDeclaredMethods();CODE
CRITICAL…c/test/java/io/seata/tm/api/GlobalTransactionTest.java63 org.apache.seata.tm.api.BaseTransaction.class.isAssignableFrom(GlobalTransaction.class),CODE
CRITICAL…st/java/io/seata/tm/api/GlobalTransactionRoleTest.java134 org.apache.seata.tm.api.GlobalTransactionRole.valueOf(role.name());CODE
CRITICAL…st/java/io/seata/tm/api/GlobalTransactionRoleTest.java141 org.apache.seata.tm.api.GlobalTransactionRole.values()) {CODE
CRITICAL…t/java/io/seata/saga/statelang/validator/RuleTest.java41 org.apache.seata.saga.statelang.validator.Rule.class.isAssignableFrom(Rule.class),CODE
CRITICAL…ava/io/seata/saga/statelang/parser/JsonParserTest.java42 org.apache.seata.saga.statelang.parser.JsonParser.class.isAssignableFrom(JsonParser.class),CODE
CRITICAL…java/io/seata/saga/statelang/domain/StateTypeTest.java188 org.apache.seata.saga.statelang.domain.StateType.values()) {CODE
CRITICAL…o/seata/saga/statelang/domain/ExecutionStatusTest.java137 org.apache.seata.saga.statelang.domain.ExecutionStatus.values()) {CODE
CRITICAL…a/io/seata/saga/statelang/domain/StateMachineTest.java93 org.apache.seata.saga.statelang.domain.StateMachine.Status.values()) {CODE
CRITICAL…o/seata/saga/statelang/domain/RecoverStrategyTest.java89 org.apache.seata.saga.statelang.domain.RecoverStrategy.values()) {CODE
CRITICAL…/saga/statelang/domain/impl/StateInstanceImplTest.java40 apacheStateInstance = new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…/saga/statelang/domain/impl/StateInstanceImplTest.java54 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…/saga/statelang/domain/impl/StateInstanceImplTest.java235 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…/saga/statelang/domain/impl/StateInstanceImplTest.java243 StateInstanceImpl.wrap(new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl());CODE
CRITICAL…io/seata/saga/statelang/domain/impl/StateImplTest.java39 apacheState = new org.apache.seata.saga.statelang.domain.impl.ServiceTaskStateImpl();CODE
CRITICAL…io/seata/saga/statelang/domain/impl/StateImplTest.java51 new org.apache.seata.saga.statelang.domain.impl.ServiceTaskStateImpl();CODE
CRITICAL…io/seata/saga/statelang/domain/impl/StateImplTest.java146 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL…io/seata/saga/statelang/domain/impl/StateImplTest.java166 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL…io/seata/saga/statelang/domain/impl/StateImplTest.java194 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java39 apacheInstance = new org.apache.seata.saga.statelang.domain.impl.StateMachineInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java53 new org.apache.seata.saga.statelang.domain.impl.StateMachineInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java115 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL⚡…tatelang/domain/impl/StateMachineInstanceImplTest.java232 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL⚡…tatelang/domain/impl/StateMachineInstanceImplTest.java241 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL⚡…tatelang/domain/impl/StateMachineInstanceImplTest.java251 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL⚡…tatelang/domain/impl/StateMachineInstanceImplTest.java256 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java275 StateInstanceImpl.wrap(new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl());CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java287 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java292 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java311 StateInstanceImpl.wrap(new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl());CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java348 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…tatelang/domain/impl/StateMachineInstanceImplTest.java365 new org.apache.seata.saga.statelang.domain.impl.StateInstanceImpl();CODE
CRITICAL…a/saga/statelang/domain/impl/StateMachineImplTest.java41 apacheStateMachine = new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL…a/saga/statelang/domain/impl/StateMachineImplTest.java55 new org.apache.seata.saga.statelang.domain.impl.StateMachineImpl();CODE
CRITICAL…a/saga/statelang/domain/impl/StateMachineImplTest.java101 new org.apache.seata.saga.statelang.domain.impl.ServiceTaskStateImpl();CODE
183 more matches not shown…
Over-Commented Block71 hits · 71 pts
SeverityFileLineSnippetContext
LOW.asf.yaml1#COMMENT
LOWcodecov.yml1#COMMENT
LOWchangeVersion.sh1#COMMENT
LOW.licenserc.yaml1#COMMENT
LOW.travis.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…-config-core/src/test/resources/registry-test-yaml.yml1#COMMENT
LOWdistribution/bin/seata-server.sh1#!/bin/bashCOMMENT
LOWdistribution/bin/seata-namingserver-setup.sh1#!/bin/bashCOMMENT
LOWdistribution/bin/seata-namingserver.sh1#!/bin/bashCOMMENT
LOWdistribution/bin/seata-setup.sh1#!/bin/bashCOMMENT
LOWnamingserver/src/test/resources/application.yml1#COMMENT
LOWnamingserver/src/main/resources/application.yml1#COMMENT
LOW…ain/resources/docker/seata-naming-server-entrypoint.sh1#!/bin/bashCOMMENT
LOW…/apache/seata/server/storage/SessionConverterTest.java21// import java.util.List;COMMENT
LOW…/apache/seata/server/storage/SessionConverterTest.java41// public void testConcurrentModificationException() throws InterruptedException {COMMENT
LOW…/apache/seata/server/storage/SessionConverterTest.java61// exceptionThrown.set(true);COMMENT
LOW…/apache/seata/server/storage/SessionConverterTest.java81// }COMMENT
LOW…/apache/seata/server/storage/SessionConverterTest.java101// session.setTransactionId(id);COMMENT
LOWserver/src/main/resources/application.example.yml1#COMMENT
LOWserver/src/main/resources/application.yml1#COMMENT
LOWserver/src/main/resources/application.raft.example.yml1#COMMENT
LOW…r/src/main/resources/docker/seata-server-entrypoint.sh1#!/bin/bashCOMMENT
LOWscript/server/docker-compose/docker-compose.yaml1#COMMENT
LOWscript/server/kubernetes/seata-server.yaml1#COMMENT
LOWscript/server/helm/seata-server/Chart.yaml1#COMMENT
LOWscript/server/helm/seata-server/values.yaml1#COMMENT
LOW…ipt/server/helm/seata-server/templates/deployment.yaml1#COMMENT
LOWscript/server/helm/seata-server/templates/NOTES.txt1#COMMENT
LOWscript/server/helm/seata-server/templates/service.yaml1#COMMENT
LOW…helm/seata-server/templates/tests/test-connection.yaml1#COMMENT
LOWscript/config-center/config.txt1#COMMENT
LOWscript/config-center/zk/zk-config-interactive.sh1#!/usr/bin/env bashCOMMENT
LOWscript/config-center/zk/zk-config.sh1#!/usr/bin/env bashCOMMENT
LOWscript/config-center/etcd3/etcd3-config.sh1#!/usr/bin/env bashCOMMENT
LOWscript/config-center/etcd3/etcd3-config-interactive.sh1#!/usr/bin/env bashCOMMENT
LOWscript/config-center/nacos/nacos-config-interactive.sh1#!/bin/shCOMMENT
LOWscript/config-center/nacos/nacos-config.py1#!/usr/bin/env python3COMMENT
LOWscript/config-center/nacos/nacos-config.sh1#!/bin/shCOMMENT
LOWscript/config-center/nacos/nacos-config-interactive.py1#!/usr/bin/env python3COMMENT
LOWscript/config-center/consul/consul-config.sh1#!/usr/bin/env bashCOMMENT
LOW…ript/config-center/consul/consul-config-interactive.sh1#!/usr/bin/env bashCOMMENT
LOW…ript/config-center/apollo/apollo-config-interactive.sh1#!/usr/bin/env bashCOMMENT
LOWscript/config-center/apollo/apollo-config.sh1#!/usr/bin/env bashCOMMENT
LOWscript/client/spring/application.yml1#COMMENT
LOW…/seata/rm/tcc/spring/GlobalTransactionScannerTest.java21 */COMMENT
LOW…/seata/rm/tcc/spring/GlobalTransactionScannerTest.java41 // }COMMENT
LOW…/seata/rm/tcc/spring/GlobalTransactionScannerTest.java61 // * @param beanName the bean nameCOMMENT
LOW…/seata/rm/tcc/spring/GlobalTransactionScannerTest.java81 // *COMMENT
LOW…/seata/rm/tcc/spring/GlobalTransactionScannerTest.java101 // String cacheKey = "tccBean-key";COMMENT
LOW.github/workflows/test-ubuntu.yml1#COMMENT
LOW.github/workflows/publish-docker.yml1#COMMENT
LOW.github/workflows/codeql-analysis.yml1#COMMENT
LOW.github/workflows/test.yml1#COMMENT
LOW.github/workflows/native-namingserver.yml1#COMMENT
LOW.github/workflows/spotless-check.yml1#COMMENT
LOW.github/workflows/license-checker.yaml1#COMMENT
LOW.github/workflows/rerun-build.yml1#COMMENT
LOW.github/workflows/pr-labeler.yml1#COMMENT
LOW.github/workflows/riscv64.yml1#COMMENT
LOW.github/workflows/publish-ossrh.yml1#COMMENT
11 more matches not shown…
Structural Annotation Overuse20 hits · 42 pts
SeverityFileLineSnippetContext
LOW⚡compatible/README.md300### Step 1: Add DependencyCOMMENT
LOW⚡compatible/README.md309### Step 2: Use Compatible APIsCOMMENT
LOW⚡compatible/README.md312### Step 3: Gradual MigrationCOMMENT
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java127 // Step 1: If body exists and contains paramName, use its value firstCOMMENT
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java132 // Step 2: If the parameter is missing but a defaultValue is set, use the defaultValueCOMMENT
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java138 // Step 3: If the parameter is required but no value or defaultValue is provided, throw an exceptionCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV1Test.java47 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV1Test.java51 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV1Test.java48 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV1Test.java52 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV2Test.java49 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV2Test.java53 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV2Test.java48 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV2Test.java52 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW…va/org/apache/seata/namingserver/ChangeGroupTests.java101 // Step 1: Register a node so the cluster has unitsCOMMENT
LOW…va/org/apache/seata/namingserver/ChangeGroupTests.java119 // Step 2: Change vgroup cluster mappingCOMMENT
LOW⚡…apache/seata/namingserver/UnregisterInstanceTests.java101 // Step 1: Register the node firstCOMMENT
LOW⚡…apache/seata/namingserver/UnregisterInstanceTests.java107 // Step 2: Unregister the nodeCOMMENT
LOW…/java/org/apache/seata/namingserver/AddGroupTests.java102 // Step 1: Register a node so the cluster has unitsCOMMENT
LOW…/java/org/apache/seata/namingserver/AddGroupTests.java120 // Step 2: Add vgroup to clusterCOMMENT
Verbosity Indicators17 hits · 35 pts
SeverityFileLineSnippetContext
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java127 // Step 1: If body exists and contains paramName, use its value firstCOMMENT
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java132 // Step 2: If the parameter is missing but a defaultValue is set, use the defaultValueCOMMENT
LOW⚡…/apache/seata/core/rpc/netty/http/ParameterParser.java138 // Step 3: If the parameter is required but no value or defaultValue is provided, throw an exceptionCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV1Test.java47 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV1Test.java51 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV1Test.java48 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV1Test.java52 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV2Test.java49 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV1ToClientV2Test.java53 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV2Test.java48 // Step 1: Register TMCOMMENT
LOW⚡…ore/rpc/netty/multiversion/ServerV2ToClientV2Test.java52 // Step 2: Send heartbeat to verify bidirectional encode/decodeCOMMENT
LOW…va/org/apache/seata/namingserver/ChangeGroupTests.java101 // Step 1: Register a node so the cluster has unitsCOMMENT
LOW…va/org/apache/seata/namingserver/ChangeGroupTests.java119 // Step 2: Change vgroup cluster mappingCOMMENT
LOW⚡…apache/seata/namingserver/UnregisterInstanceTests.java101 // Step 1: Register the node firstCOMMENT
LOW⚡…apache/seata/namingserver/UnregisterInstanceTests.java107 // Step 2: Unregister the nodeCOMMENT
LOW…/java/org/apache/seata/namingserver/AddGroupTests.java102 // Step 1: Register a node so the cluster has unitsCOMMENT
LOW…/java/org/apache/seata/namingserver/AddGroupTests.java120 // Step 2: Add vgroup to clusterCOMMENT
AI Slop Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM…pache/seata/server/session/FileSessionManagerTest.java478 // TODO: After implementing robust support for concurrent multi‑module tests, add tests to verify thatCOMMENT
MEDIUM…/java/org/apache/seata/common/util/HttpClientUtil.java163 // Extract media type without parameters for robust comparisonCOMMENT
Hyper-Verbose Identifiers6 hits · 6 pts
SeverityFileLineSnippetContext
LOW…ta/server/limit/AbstractTransactionRequestHandler.java26public abstract class AbstractTransactionRequestHandler {CODE
LOW…e-designer/src/layout/behavior/LayoutUpdateBehavior.js36 function updateConnectionWaypoints(context) {CODE
LOW…e-designer/src/layout/behavior/LayoutUpdateBehavior.js54 function updateConnectionSourceTarget(context) {CODE
LOW…igner/src/layout/behavior/ReplaceConnectionBehavior.js22export default function ReplaceConnectionBehavior(injector, modeling, rules) {CODE
LOW…signer/src/layout/behavior/LayoutConnectionBehavior.js137function getConnectionByOrientation(target, connections) {CODE
LOW…urces/static/console-fe/src/service/transactionInfo.ts142export async function sendGlobalCommitOrRollback(params: GlobalSessionParam): Promise<any> {CODE
Fake / Example Data1 hit · 1 pts
SeverityFileLineSnippetContext
LOWsaga/seata-saga-statemachine-designer/README-zh.md609 <img src="assets/placeholder.png" alt="placeholder" style="zoom:33%;" />CODE