viktorsomogyi commented on code in PR #22470:
URL: https://github.com/apache/kafka/pull/22470#discussion_r3356554883


##########
AGENTS.md:
##########
@@ -0,0 +1,127 @@
+# Apache Kafka — Agent Guide
+
+This file provides guidance for AI coding agents working with the Apache Kafka 
codebase.
+For human contributors, see [README.md](README.md) and 
[CONTRIBUTING.md](CONTRIBUTING.md).
+
+## Project overview
+
+Apache Kafka is a distributed event streaming platform. This repo is a 
**Gradle**
+build in **Java** and **Scala 2.13**.
+
+- **Supported JDK**: 11+ for `clients` and `streams`; 17+ for other modules.
+- **Build/test JDK**: Java 17 and 25.
+- **Build tool**: Gradle, wrapper `./gradlew` is recommended.
+
+## Repository layout (high level)
+
+| Path | Purpose                                                               
               |
+|------|--------------------------------------------------------------------------------------|
+| `clients/` | Producer, consumer, admin client APIs and protocol messages     
                     |
+| `core/` | Broker runtime, log, replication, request handling                 
                  |
+| `server/`, `server-common/` | Broker/server components and shared server 
code                                      |
+| `metadata/`, `raft/` | KRaft metadata layer and Raft implementation          
                               |
+| `storage/`, `storage/api/` | Log segments, checkpoints, tiered storage APIs  
                                     |
+| `group-coordinator/`, `share-coordinator/`, `transaction-coordinator/` | 
Coordinators                                                                    
     |
+| `connect/` | Kafka Connect (api, runtime, plugins, transforms)               
                     |
+| `streams/` | Kafka Streams (+ Scala, examples, upgrade system tests)         
                     |
+| `generator/` | RPC/message code generation                                   
                       |
+| `tools/`, `shell/` | CLI tools and kafka metadata shell                      
                             

Review Comment:
   nit: Missing trailing `|`



##########
AGENTS.md:
##########
@@ -0,0 +1,127 @@
+# Apache Kafka — Agent Guide
+
+This file provides guidance for AI coding agents working with the Apache Kafka 
codebase.
+For human contributors, see [README.md](README.md) and 
[CONTRIBUTING.md](CONTRIBUTING.md).
+
+## Project overview
+
+Apache Kafka is a distributed event streaming platform. This repo is a 
**Gradle**
+build in **Java** and **Scala 2.13**.
+
+- **Supported JDK**: 11+ for `clients` and `streams`; 17+ for other modules.

Review Comment:
   Should we add generator too to this list? Although it may not be frequently 
contributed to, it's a top level component too.



##########
AGENTS.md:
##########
@@ -0,0 +1,127 @@
+# Apache Kafka — Agent Guide
+
+This file provides guidance for AI coding agents working with the Apache Kafka 
codebase.
+For human contributors, see [README.md](README.md) and 
[CONTRIBUTING.md](CONTRIBUTING.md).
+
+## Project overview
+
+Apache Kafka is a distributed event streaming platform. This repo is a 
**Gradle**
+build in **Java** and **Scala 2.13**.
+
+- **Supported JDK**: 11+ for `clients` and `streams`; 17+ for other modules.
+- **Build/test JDK**: Java 17 and 25.
+- **Build tool**: Gradle, wrapper `./gradlew` is recommended.
+
+## Repository layout (high level)
+
+| Path | Purpose                                                               
               |
+|------|--------------------------------------------------------------------------------------|
+| `clients/` | Producer, consumer, admin client APIs and protocol messages     
                     |
+| `core/` | Broker runtime, log, replication, request handling                 
                  |
+| `server/`, `server-common/` | Broker/server components and shared server 
code                                      |
+| `metadata/`, `raft/` | KRaft metadata layer and Raft implementation          
                               |
+| `storage/`, `storage/api/` | Log segments, checkpoints, tiered storage APIs  
                                     |
+| `group-coordinator/`, `share-coordinator/`, `transaction-coordinator/` | 
Coordinators                                                                    
     |
+| `connect/` | Kafka Connect (api, runtime, plugins, transforms)               
                     |
+| `streams/` | Kafka Streams (+ Scala, examples, upgrade system tests)         
                     |
+| `generator/` | RPC/message code generation                                   
                       |
+| `tools/`, `shell/` | CLI tools and kafka metadata shell                      
                             
+| `examples/` | Kafka producer and consumer examples                           
                      |
+| `jmh-benchmarks/` | Kafka benchmarks tests                                   
                            |
+| `trogdor/` | test framework                                                  
                     |
+| `tests/` | System test harness (see `tests/README.md`)                       
                   |
+| `config/` | Sample broker/controller configuration |
+| `checkstyle/` | Checkstyle rules and import-control XML                      
                        |
+| `docs/` | Documentation sources                                              
                  |
+
+
+## Build commands
+
+```bash
+# Compile jars
+./gradlew jar
+
+# Release tarball (output under core/build/distributions/)
+./gradlew clean releaseTarGz
+
+# Publish to local Maven (skip signing for local dev)
+./gradlew -PskipSigning=true publishToMavenLocal
+
+# Regenerate RPC/message classes after branch switches
+./gradlew processMessages processTestMessages
+
+# List tasks
+./gradlew tasks
+```
+
+Module-scoped build:
+
+```bash
+./gradlew core:jar
+./gradlew clients:jar
+./gradlew :streams:testAll
+```
+
+## Test commands
+
+```bash
+# All unit + integration tests
+./gradlew test
+
+# Split suites
+./gradlew unitTest
+./gradlew integrationTest
+
+# Include flaky tests (marked @Flaky)
+./gradlew test -Pkafka.test.run.flaky=true
+
+# Re-run without considering up-to-date
+./gradlew test --rerun-tasks
+
+# Single test class
+./gradlew clients:test --tests RequestResponseTest
+
+# Single test method
+./gradlew core:test --tests 
kafka.api.ProducerFailureHandlingTest.testCannotSendToInternalTopic
+
+# Coverage (whole project or one module)
+./gradlew reportCoverage -PenableTestCoverage=true -Dorg.gradle.parallel=false
+./gradlew clients:reportCoverage -PenableTestCoverage=true 
-Dorg.gradle.parallel=false
+```
+
+**Test retries** (optional): `-PmaxTestRetries=1 -PmaxTestRetryFailures=3`
+
+**Logging**: adjust `log4j2.yaml` under `<module>/src/test/resources/` for 
verbose test logs.
+
+**System tests**: see [tests/README.md](tests/README.md).
+
+## Code quality
+
+Run before submitting Java changes:
+
+```bash
+./gradlew spotlessApply          # fix import order / formatting
+./gradlew checkstyleMain checkstyleTest spotlessCheck
+./gradlew spotbugsMain spotbugsTest -x test   # optional static analysis
+```
+
+Checkstyle reports: `<module>/build/reports/checkstyle/`.
+
+## Coding conventions

Review Comment:
   We could add commit conventions that we use. The agents should start their 
commits with KAFKA-XXXXX or MINOR and should reference a valid Jira ticket.
   We could also mention that [some 
packages](https://github.com/apache/kafka/blob/d559af58d8d0be113b6a96b6367a21b3e4d04197/build.gradle#L2126)
 contain public interfaces and modifying them or any protocol / config / metric 
generally require a KIP. 



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