# setting up Redpanda observability

Published articles for setting up Redpanda observability.

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## Setting up Redpanda observability in Datadog

DevFeed: [Setting up Redpanda observability in Datadog](<https://devfeed.tech/articles/setting-up-redpanda-observability-in-datadog-12769.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/setting-up-observability-datadog>)

Author: Kavya Shivashankar

Published: 2025-08-27T00:00:00Z

Content type: tutorial

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [Setting up Redpanda observability in Datadog](<https://devfeed.tech/topics/setting-up-redpanda-observability-in-datadog.md>), [observability](<https://devfeed.tech/topics/observability.md>), [datadog agent](<https://devfeed.tech/topics/datadog-agent.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Raft](<https://devfeed.tech/topics/raft.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [anomaly-detection](<https://devfeed.tech/tags/anomaly-detection.md>), [configure-redpanda-on-datadog](<https://devfeed.tech/tags/configure-redpanda-on-datadog.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [datadog](<https://devfeed.tech/tags/datadog.md>), [datadog-agent](<https://devfeed.tech/tags/datadog-agent.md>), [datadog-agent-for-redpanda](<https://devfeed.tech/tags/datadog-agent-for-redpanda.md>), [datadog-anomaly-detection-redpanda](<https://devfeed.tech/tags/datadog-anomaly-detection-redpanda.md>), [datadog-dashboards-for-redpanda](<https://devfeed.tech/tags/datadog-dashboards-for-redpanda.md>), [docker](<https://devfeed.tech/tags/docker.md>), [integration](<https://devfeed.tech/tags/integration.md>), [monitor-redpanda-with-datadog](<https://devfeed.tech/tags/monitor-redpanda-with-datadog.md>), [observability](<https://devfeed.tech/tags/observability.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>), [raft](<https://devfeed.tech/tags/raft.md>), [redpanda-cluster-monitoring](<https://devfeed.tech/tags/redpanda-cluster-monitoring.md>), [redpanda-connect](<https://devfeed.tech/tags/redpanda-connect.md>), [redpanda-datadog-integration](<https://devfeed.tech/tags/redpanda-datadog-integration.md>), [redpanda-docker-setup](<https://devfeed.tech/tags/redpanda-docker-setup.md>), [redpanda-logging-with-datadog](<https://devfeed.tech/tags/redpanda-logging-with-datadog.md>), [redpanda-metrics-in-datadog](<https://devfeed.tech/tags/redpanda-metrics-in-datadog.md>), [redpanda-performance-monitoring](<https://devfeed.tech/tags/redpanda-performance-monitoring.md>), [setting-up-redpanda-observability](<https://devfeed.tech/tags/setting-up-redpanda-observability.md>), [setting-up-redpanda-observability-in-datadog](<https://devfeed.tech/tags/setting-up-redpanda-observability-in-datadog.md>), [streaming](<https://devfeed.tech/tags/streaming.md>)

### AI overview

This guide explains how to integrate Datadog with Redpanda to collect, visualize, and analyze cluster metrics and broker logs. It covers Datadog dashboards, alerts, anomaly detection, the Datadog Agent, and a Docker-based single-node setup.

### Source excerpt

A comprehensive guide to integrating the Datadog Agent with Redpanda for data collection, metric scraping, and tapping into Datadog's powerful dashboards.

## Streaming optimized data to S3 for analytics with Parquet

DevFeed: [Streaming optimized data to S3 for analytics with Parquet](<https://devfeed.tech/articles/streaming-optimized-data-to-s3-for-analytics-with-parquet-12776.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/streaming-data-s3-analytics-parquet>)

Author: Chandler Mayo

Published: 2025-08-13T00:00:00Z

Content type: tutorial

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [parquet](<https://devfeed.tech/topics/parquet.md>), [Redpanda-Connect](<https://devfeed.tech/topics/redpanda-connect.md>), [Amazon S3](<https://devfeed.tech/topics/amazon-s3.md>), [data analytics](<https://devfeed.tech/topics/data-analytics.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [Apache Spark](<https://devfeed.tech/topics/spark.md>), [pandas](<https://devfeed.tech/topics/pandas.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [analytics-systems-data-feed](<https://devfeed.tech/tags/analytics-systems-data-feed.md>), [apache-spark-and-athena-data-queries](<https://devfeed.tech/tags/apache-spark-and-athena-data-queries.md>), [athena](<https://devfeed.tech/tags/athena.md>), [automating-data-pipelines-in-s3](<https://devfeed.tech/tags/automating-data-pipelines-in-s3.md>), [building-dashboards-with-s3-data](<https://devfeed.tech/tags/building-dashboards-with-s3-data.md>), [compressing-data-with-parquet](<https://devfeed.tech/tags/compressing-data-with-parquet.md>), [data](<https://devfeed.tech/tags/data.md>), [data-pipeline](<https://devfeed.tech/tags/data-pipeline.md>), [data-pipeline-for-analytics](<https://devfeed.tech/tags/data-pipeline-for-analytics.md>), [event-driven-pipelines-with-s3](<https://devfeed.tech/tags/event-driven-pipelines-with-s3.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [learn](<https://devfeed.tech/tags/learn.md>), [pandas](<https://devfeed.tech/tags/pandas.md>), [parquet](<https://devfeed.tech/tags/parquet.md>), [parquet-files-in-amazon-s3](<https://devfeed.tech/tags/parquet-files-in-amazon-s3.md>), [pipeline](<https://devfeed.tech/tags/pipeline.md>), [real-time-data-streaming](<https://devfeed.tech/tags/real-time-data-streaming.md>), [redpanda-connect](<https://devfeed.tech/tags/redpanda-connect.md>), [redpanda-data-streaming](<https://devfeed.tech/tags/redpanda-data-streaming.md>), [s3](<https://devfeed.tech/tags/s3.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [setting-up-redpanda-observability](<https://devfeed.tech/tags/setting-up-redpanda-observability.md>), [spark](<https://devfeed.tech/tags/spark.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [streaming-data-to-s3-with-parquet](<https://devfeed.tech/tags/streaming-data-to-s3-with-parquet.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

### AI overview

This tutorial explains how to use Redpanda Connect to continuously batch streaming data and write compressed Apache Parquet files to Amazon S3 for analytical workloads. It covers the benefits of Parquet and querying the resulting files with tools such as Pandas, Apache Spark, and Athena.

### Source excerpt

Learn how to build a powerful data pipeline that feeds analytics systems from Redpanda using clean, compressed Parquet files in Amazon S3.

## How a global gaming platform cut latency and CPU load with smarter observability

DevFeed: [How a global gaming platform cut latency and CPU load with smarter observability](<https://devfeed.tech/articles/how-a-global-gaming-platform-cut-latency-and-cpu-load-with-smarter-observability-12721.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/observability-cut-latency-gaming-platform>)

Author: Alexander Lavoie

Published: 2025-06-16T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [observability](<https://devfeed.tech/topics/observability.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Grafana](<https://devfeed.tech/topics/grafana.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [cpu](<https://devfeed.tech/tags/cpu.md>), [cut-cpu-load-online-gaming](<https://devfeed.tech/tags/cut-cpu-load-online-gaming.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [enhancing-gaming-experience-with-observability](<https://devfeed.tech/tags/enhancing-gaming-experience-with-observability.md>), [game-platform-optimization](<https://devfeed.tech/tags/game-platform-optimization.md>), [grafana](<https://devfeed.tech/tags/grafana.md>), [improve-online-gaming-performance](<https://devfeed.tech/tags/improve-online-gaming-performance.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [latency](<https://devfeed.tech/tags/latency.md>), [load](<https://devfeed.tech/tags/load.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [observability-in-gaming](<https://devfeed.tech/tags/observability-in-gaming.md>), [observability-strategies-in-gaming](<https://devfeed.tech/tags/observability-strategies-in-gaming.md>), [observability-tools-for-gaming](<https://devfeed.tech/tags/observability-tools-for-gaming.md>), [performance](<https://devfeed.tech/tags/performance.md>), [performance-boost-gaming-platform](<https://devfeed.tech/tags/performance-boost-gaming-platform.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [real-time-gaming-platform-monitoring](<https://devfeed.tech/tags/real-time-gaming-platform-monitoring.md>), [redpanda-observability-solutions](<https://devfeed.tech/tags/redpanda-observability-solutions.md>), [reduce-latency-gaming-platform](<https://devfeed.tech/tags/reduce-latency-gaming-platform.md>), [setting-up-redpanda-observability](<https://devfeed.tech/tags/setting-up-redpanda-observability.md>), [thought-leadership](<https://devfeed.tech/tags/thought-leadership.md>), [upgrade](<https://devfeed.tech/tags/upgrade.md>)

### AI overview

Redpanda describes how observability helped Chess.com diagnose excessive CPU usage caused by inefficient and overly frequent compaction on compressed data. After upgrading to Redpanda version 25.1 with improved compaction controls, the team monitored the rollout in real time and reduced CPU utilization without downtime.

### Source excerpt

Learn how Redpanda's game-changing observability cut latency and CPU load for the world's leading online chess platform.