AndrewJSchofield commented on code in PR #21124:
URL: https://github.com/apache/kafka/pull/21124#discussion_r2657895233


##########
README.md:
##########
@@ -9,7 +9,11 @@
 
[![CI](https://github.com/apache/kafka/actions/workflows/ci.yml/badge.svg?branch=trunk&event=push)](https://github.com/apache/kafka/actions/workflows/ci.yml?query=event%3Apush+branch%3Atrunk)
 [![Flaky Test 
Report](https://github.com/apache/kafka/actions/workflows/generate-reports.yml/badge.svg?branch=trunk&event=schedule)](https://github.com/apache/kafka/actions/workflows/generate-reports.yml?query=event%3Aschedule+branch%3Atrunk)
 
-[**Apache Kafka**](https://kafka.apache.org) is an open-source distributed 
event streaming platform used by thousands of companies for high-performance 
data pipelines, streaming analytics, data integration, and mission-critical 
applications.
+[**Apache Kafka**](https://kafka.apache.org) is an open source, highly 
scalable, fault-tolerant, distributed event-streaming platform designed for 
real-time data ingestion, processing, and distribution. It enables applications 
to publish, store, and consume continuous streams of records with high 
throughput and durability, making it a core infrastructure component for 
building data pipelines, streaming analytics systems, and mission-critical, 
event-driven architectures.
+
+Acchitecture of Apache Kafka:
+<img width="772" height="562" alt="kafka drawio" 
src="https://github.com/user-attachments/assets/f1dda78b-0826-4408-92ba-6aef364f1b3a";
 />

Review Comment:
   This image is not helpful. It includes Zookeeper which was removed from 
Kafka in the 4.0 release. Personally, I would prefer not to include an image in 
the repo readme file.



##########
README.md:
##########
@@ -9,7 +9,11 @@
 
[![CI](https://github.com/apache/kafka/actions/workflows/ci.yml/badge.svg?branch=trunk&event=push)](https://github.com/apache/kafka/actions/workflows/ci.yml?query=event%3Apush+branch%3Atrunk)
 [![Flaky Test 
Report](https://github.com/apache/kafka/actions/workflows/generate-reports.yml/badge.svg?branch=trunk&event=schedule)](https://github.com/apache/kafka/actions/workflows/generate-reports.yml?query=event%3Aschedule+branch%3Atrunk)
 
-[**Apache Kafka**](https://kafka.apache.org) is an open-source distributed 
event streaming platform used by thousands of companies for high-performance 
data pipelines, streaming analytics, data integration, and mission-critical 
applications.
+[**Apache Kafka**](https://kafka.apache.org) is an open source, highly 
scalable, fault-tolerant, distributed event-streaming platform designed for 
real-time data ingestion, processing, and distribution. It enables applications 
to publish, store, and consume continuous streams of records with high 
throughput and durability, making it a core infrastructure component for 
building data pipelines, streaming analytics systems, and mission-critical, 
event-driven architectures.

Review Comment:
   nit: "open-source" is more correct, as it was before this patch.



##########
README.md:
##########
@@ -9,7 +9,11 @@
 
[![CI](https://github.com/apache/kafka/actions/workflows/ci.yml/badge.svg?branch=trunk&event=push)](https://github.com/apache/kafka/actions/workflows/ci.yml?query=event%3Apush+branch%3Atrunk)
 [![Flaky Test 
Report](https://github.com/apache/kafka/actions/workflows/generate-reports.yml/badge.svg?branch=trunk&event=schedule)](https://github.com/apache/kafka/actions/workflows/generate-reports.yml?query=event%3Aschedule+branch%3Atrunk)
 
-[**Apache Kafka**](https://kafka.apache.org) is an open-source distributed 
event streaming platform used by thousands of companies for high-performance 
data pipelines, streaming analytics, data integration, and mission-critical 
applications.
+[**Apache Kafka**](https://kafka.apache.org) is an open source, highly 
scalable, fault-tolerant, distributed event-streaming platform designed for 
real-time data ingestion, processing, and distribution. It enables applications 
to publish, store, and consume continuous streams of records with high 
throughput and durability, making it a core infrastructure component for 
building data pipelines, streaming analytics systems, and mission-critical, 
event-driven architectures.
+
+Acchitecture of Apache Kafka:

Review Comment:
   nit: "architecture" not "accitecture".



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