corpus.blog
41554 blogs · [ { "id": "01a0d943-c1ea-7110-b13d-54ebf2625e5c", "title": "From Cron Batch Jobs to Kestra: Migrating a Python Script Without a Rewrite", "url": "https://www.kai-waehner.de/blog/2026/09/24/from-cron-batch-jobs-to-kestra-migrating-a-python-script-without-a-rewrite/", "published_at": "2026-09-24T05:53:31+00:00" }, { "id": "01a0d943-c1ea-7110-b13d-54ebf2b4f582", "title": "Data Streaming Trends Q3 2026: What Changes Through 2027", "url": "https://www.kai-waehner.de/blog/2026/09/21/data-streaming-trends-q3-2026-what-changes-through-2027/", "published_at": "2026-09-21T06:02:16+00:00" }, { "id": "01a0bbea-ea0c-724c-8b11-0299b89a6b63", "title": "Unified Orchestration in Financial Services: One Control Plane Across the Bank", "url": "https://www.kai-waehner.de/blog/2026/09/15/unified-orchestration-in-financial-services-one-control-plane-across-the-bank/", "published_at": "2026-09-15T05:17:23+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbccdc854", "title": "What is Kestra? The Open Source Platform for Unified Orchestration", "url": "https://www.kai-waehner.de/blog/2026/09/09/what-is-kestra-the-open-source-platform-for-unified-orchestration/", "published_at": "2026-09-09T06:20:16+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbd12c12e", "title": "Data Streaming Landscape Q3 2026: Who Controls Your Streams", "url": "https://www.kai-waehner.de/blog/2026/09/07/data-streaming-landscape-q3-2026-who-controls-your-streams/", "published_at": "2026-09-07T06:14:10+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbddb251e", "title": "The AI Agent Harness: Where Vendor Lock-in Went After the Model Became Swappable", "url": "https://www.kai-waehner.de/blog/2026/09/01/the-ai-agent-harness-where-vendor-lock-in-went-after-the-model-became-swappable/", "published_at": "2026-09-01T06:46:18+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbe4c94a1", "title": "Unified Orchestration in Manufacturing: From Shop Floor to Cloud", "url": "https://www.kai-waehner.de/blog/2026/08/28/unified-orchestration-in-manufacturing-from-shop-floor-to-cloud/", "published_at": "2026-08-28T06:33:42+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbe695aeb", "title": "When NOT to Use Stream Processing: Messaging and APIs Are Often Enough", "url": "https://www.kai-waehner.de/blog/2026/08/24/when-not-to-use-stream-processing-messaging-and-apis-are-often-enough/", "published_at": "2026-08-24T06:15:14+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbed39b24", "title": "OceanBase vs. Databricks vs. Snowflake: Which AI Database for Transactional Workloads, Analytics, and AI Agents?", "url": "https://www.kai-waehner.de/blog/2026/08/21/oceanbase-vs-databricks-vs-snowflake-which-ai-database-for-transactional-workloads-analytics-and-ai-agents/", "published_at": "2026-08-21T06:16:22+00:00" }, { "id": "01a08793-69f2-7204-bab4-3d5fbf707ae1", "title": "Multi-Model AI Orchestration: Which Layer Should Pick the Model?", "url": 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"https://www.kai-waehner.de/blog/2026/07/27/data-integration-vs-workflow-orchestration-connecting-systems-is-not-coordinating-the-work/", "published_at": "2026-07-27T06:11:25+00:00" }, { "id": "01a0bb46-927f-717e-a752-7e424590e608", "title": "Process Intelligence Landscape 2026: Mining, Orchestration, and the Agentic AI Shift", "url": "https://www.kai-waehner.de/blog/2026/07/22/process-intelligence-landscape-2026-mining-orchestration-and-the-agentic-ai-shift/", "published_at": "2026-07-22T07:05:33+00:00" }, { "id": "01a0bb46-927f-717e-a752-7e42464b89d9", "title": "When to Use AMQP, JMS, Kafka, or MQTT: Trade-offs, Not a Winner", "url": "https://www.kai-waehner.de/blog/2026/07/17/when-to-use-amqp-jms-kafka-or-mqtt-trade-offs-not-a-winner/", "published_at": "2026-07-17T05:01:01+00:00" }, { "id": "01a0bb46-927f-717e-a752-7e4246bdcdc8", "title": "Kafka vs Flink vs Spark: Do You Really Need Real-Time?", "url": 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"https://www.kai-waehner.de/blog/2026/06/22/why-databricks-and-snowflake-speak-the-kafka-protocol-ingestion-vs-architecture/", "published_at": "2026-06-22T05:02:50+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-33383f47e8d6", "title": "Choosing an ERP for Manufacturing: How AI Is Reshaping the Vendor Landscape", "url": "https://www.kai-waehner.de/blog/2026/06/15/choosing-an-erp-for-manufacturing-how-ai-is-reshaping-the-vendor-landscape/", "published_at": "2026-06-15T13:17:48+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-33383fc88385", "title": "Process Intelligence Explained: Mining, Orchestration, and the Decision Gate", "url": "https://www.kai-waehner.de/blog/2026/06/10/process-intelligence-explained-mining-orchestration-and-the-decision-gate/", "published_at": "2026-06-10T07:02:50+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-33384057d2d8", "title": "ERP Migration to SAP S/4HANA and Beyond: Lessons Learned from German Manufacturing", "url": 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Detection as the Foundation for Autonomous Decisions", "url": "https://www.kai-waehner.de/blog/2026/04/28/flink-cep-and-agentic-ai-real-time-pattern-detection-as-the-foundation-for-autonomous-decisions/", "published_at": "2026-04-28T06:03:01+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-333842b32bfb", "title": "Complex Event Processing (CEP) with Apache Flink: What It Is and When (Not) to Use It", "url": "https://www.kai-waehner.de/blog/2026/04/14/complex-event-processing-cep-with-apache-flink-what-it-is-and-when-not-to-use-it/", "published_at": "2026-04-14T04:59:57+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-3338438c6617", "title": "MCP vs. REST/HTTP API vs. Kafka: The Architect’s Guide to Agentic AI Integration", "url": "https://www.kai-waehner.de/blog/2026/04/10/mcp-vs-rest-http-api-vs-kafka-the-architects-guide-to-agentic-ai-integration/", "published_at": "2026-04-10T14:51:05+00:00" }, { "id": "01a0bb55-bb3b-70a0-be39-333843cc3e69", "title": "Enterprise Agentic AI Landscape Q2 2026: 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"01a0bb5b-4369-7047-8f9c-b3c344567b0a", "title": "The Shift Left Architecture 2.0: Operational, Analytical and AI Interfaces for Real-Time Data Products", "url": "https://www.kai-waehner.de/blog/2026/03/23/the-shift-left-architecture-2-0-operational-analytical-and-ai-interfaces-for-real-time-data-products/", "published_at": "2026-03-23T15:07:37+00:00" }, { "id": "01a0bb5b-4369-7047-8f9c-b3c344fdd3c7", "title": "UFC VIP Experience Worth the Price? Fan Review. Business Perspective. Tech Vision.", "url": "https://www.kai-waehner.de/blog/2026/03/22/ufc-vip-experience-worth-the-price-fan-review-business-perspective-tech-vision/", "published_at": "2026-03-22T11:38:50+00:00" }, { "id": "01a0bb5b-4369-7047-8f9c-b3c345071bc1", "title": "Dashboards and Queries for Apache Kafka: Operational, Explorative, and the Role of the Context Engine", "url": "https://www.kai-waehner.de/blog/2026/03/12/dashboards-and-queries-for-apache-kafka-operational-explorative-and-the-role-of-the-context-engine/", "published_at": "2026-03-12T06:32:39+00:00" }, { "id": "01a0bb5b-4369-7047-8f9c-b3c34542ba50", "title": "Data Streaming at MWC 2026: How Apache Kafka, Flink and Agentic AI Power Telecom Trends", "url": "https://www.kai-waehner.de/blog/2026/03/03/data-streaming-at-mwc-2026-how-apache-kafka-flink-and-agentic-ai-power-telecom-trends/", "published_at": "2026-03-03T11:47:53+00:00" }, { "id": "01a0bb5b-4369-7047-8f9c-b3c3457b7934", "title": "From Takeoff to Touchdown: Real-Time Aviation with 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"01a0bb63-5440-7215-ae49-1e85e75bc802", "title": "Life as a Lufthansa HON Circle Member: Inside the Ultimate Frequent Flyer Status", "url": "https://www.kai-waehner.de/blog/2025/12/02/life-as-a-lufthansa-hon-circle-member-inside-the-ultimate-frequent-flyer-status/", "published_at": "2025-12-02T04:49:01+00:00" }, { "id": "01a0bb63-5440-7215-ae49-1e85e8021fcc", "title": "CARIAD’s Unified Data Platform: A Data Streaming Automotive Success Story Behind Volkswagen’s Software-Defined Vehicles", "url": "https://www.kai-waehner.de/blog/2025/11/24/cariad-unified-data-platform-a-data-streaming-success-story-for-automotive-innovation-for-volkswagen-software-defined-vehicles/", "published_at": "2025-11-24T07:39:07+00:00" }, { "id": "01a0bb63-5440-7215-ae49-1e85e85d1b8d", "title": "Data Streaming Meets Lakehouse: Apache Iceberg for Unified Real-Time and Batch Analytics", "url": 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"https://www.kai-waehner.de/blog/2025/10/25/how-stablecoins-use-blockchain-and-data-streaming-to-power-digital-money/", "published_at": "2025-10-25T13:02:06+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313ca5a71fc", "title": "Cybersecurity with a Digital Twin: Why Real-Time Data Streaming Matters", "url": "https://www.kai-waehner.de/blog/2025/10/15/cybersecurity-with-a-digital-twin-why-real-time-data-streaming-matters/", "published_at": "2025-10-15T09:02:59+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313ca693a4c", "title": "How Siemens, SAP, and Confluent Shape the Future of AI Ready Integration – Highlights from the Rojo Event in Amsterdam", "url": "https://www.kai-waehner.de/blog/2025/10/06/how-siemens-sap-and-confluent-shape-the-future-of-ai-ready-integration-highlights-from-the-rojo-event-in-amsterdam/", "published_at": "2025-10-06T08:06:51+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cac45a64", "title": "Scaling Kafka Consumers: Proxy vs. Client Library for High-Throughput Architectures", "url": "https://www.kai-waehner.de/blog/2025/09/30/scaling-kafka-consumers-proxy-vs-client-library-for-high-throughput-architectures/", "published_at": "2025-09-30T05:41:47+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cb7f58df", "title": "Square, SumUp, Shopify: Real-Time Point-of-Sale (POS) in the Age of Data Streaming", "url": "https://www.kai-waehner.de/blog/2025/09/22/square-sumup-shopify-real-time-point-of-sale-pos-in-the-age-of-data-streaming/", "published_at": "2025-09-22T09:14:13+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cc293501", "title": "Online Feature Store for AI and Machine Learning with Apache Kafka and Flink", "url": "https://www.kai-waehner.de/blog/2025/09/15/online-feature-store-for-ai-and-machine-learning-with-apache-kafka-and-flink/", "published_at": "2025-09-15T05:01:38+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cce49427", "title": "How Data Streaming Powers AI and Autonomous Networks in Telecom – Insights from TM Forum Innovate Americas", "url": "https://www.kai-waehner.de/blog/2025/09/11/how-data-streaming-powers-ai-and-autonomous-networks-in-telecom-insights-from-tm-forum-innovate-americas/", "published_at": "2025-09-11T20:04:02+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cd232255", "title": "Telecom OSS Modernization with Data Streaming: From Legacy Burden to Cloud-Native Agility", "url": "https://www.kai-waehner.de/blog/2025/09/09/telecom-oss-modernization-with-data-streaming-from-legacy-burden-to-cloud-native-agility/", "published_at": "2025-09-09T12:48:24+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313cdf15990", "title": "In-Place Kafka Cluster Upgrades from ZooKeeper to KRaft are Not Possible with Amazon MSK", "url": "https://www.kai-waehner.de/blog/2025/09/07/kafka-zookeeper-removal-amazon-msk-requires-migration/", "published_at": "2025-09-07T13:43:33+00:00" }, { "id": "01a0bb69-6cf7-73b5-a4b1-2313ce812a8c", "title": "Streaming the Automotive Future: Real-Time Infrastructure for Vehicle Data", "url": "https://www.kai-waehner.de/blog/2025/09/01/streaming-the-automotive-future-real-time-infrastructure-for-vehicle-data/", "published_at": "2025-09-01T06:21:16+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658c990b24", "title": "How Global Payment Processors like Stripe and PayPal Use Data Streaming to Scale", "url": "https://www.kai-waehner.de/blog/2025/08/25/how-global-payment-processors-like-stripe-and-paypal-use-data-streaming-to-scale/", "published_at": "2025-08-25T06:55:35+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658d81b699", "title": "The Future of Data Streaming with Apache Flink for Agentic AI", "url": "https://www.kai-waehner.de/blog/2025/08/18/the-future-of-data-streaming-with-apache-flink-for-agentic-ai/", "published_at": "2025-08-18T08:10:17+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658dab1058", "title": "The Rise of Diskless Kafka: Rethinking Brokers, Storage, and the Kafka Protocol", "url": "https://www.kai-waehner.de/blog/2025/08/11/the-rise-of-diskless-kafka-rethinking-brokers-storage-and-the-kafka-protocol/", "published_at": "2025-08-11T06:09:09+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658dfc1a8a", "title": "Multi-Region Kafka using Synchronous Replication for Disaster Recovery with Zero Data Loss (RPO=0)", "url": "https://www.kai-waehner.de/blog/2025/08/04/multi-region-kafka-using-synchronous-replication-for-disaster-recovery-with-zero-data-loss-rpo0/", "published_at": "2025-08-04T07:51:11+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658e5a9cd2", "title": "Driving the Future: How Real-Time Data Streaming Is Powering Automotive Innovation", "url": "https://www.kai-waehner.de/blog/2025/07/28/driving-the-future-how-real-time-data-streaming-is-powering-automotive-innovation/", "published_at": "2025-07-28T06:15:01+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658f4b945e", "title": "Pinterest Fights Spam and Abuse with Kafka and Flink: A Deep Dive into the Guardian Rules Engine", "url": "https://www.kai-waehner.de/blog/2025/07/24/pinterest-fights-spam-and-abuse-with-kafka-and-flink-a-deep-dive-into-the-guardian-rules-engine/", "published_at": "2025-07-24T14:10:12+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-64658fca9160", "title": "Building Agentic AI with Amazon Bedrock AgentCore and Data Streaming Using Apache Kafka and Flink", "url": "https://www.kai-waehner.de/blog/2025/07/21/building-agentic-ai-with-amazon-bedrock-agentcore-and-data-streaming-using-apache-kafka-and-flink/", "published_at": "2025-07-21T04:10:32+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-646590479623", "title": "Inside FourKites Logistics Platform: Data Streaming for AI and End-to-End Visibility in the Supply Chain", "url": "https://www.kai-waehner.de/blog/2025/07/14/inside-fourkites-logistics-platform-data-streaming-for-ai-and-end-to-end-visibility-in-the-supply-chain/", "published_at": "2025-07-14T09:06:32+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-646590a85383", "title": "The Rise of Kappa Architecture in the Era of Agentic AI and Data Streaming", "url": "https://www.kai-waehner.de/blog/2025/07/08/the-rise-of-kappa-architecture-in-the-era-of-agentic-ai-and-data-streaming/", "published_at": "2025-07-08T05:40:48+00:00" }, { "id": "01a0bb6d-901d-7147-ad7d-646590e59c20", "title": "FinOps in Real Time: How Data Streaming Transforms Cloud Cost Management", "url": "https://www.kai-waehner.de/blog/2025/07/03/finops-in-real-time-how-data-streaming-transforms-cloud-cost-management/", "published_at": "2025-07-03T05:26:14+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbd33dcca", "title": "Unified Namespace vs. Data Product in IT/OT for Industrial IoT", "url": "https://www.kai-waehner.de/blog/2025/07/01/unified-namespace-vs-data-product-in-it-ot-for-industrial-iot/", "published_at": "2025-07-01T05:44:54+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbdd0376a", "title": "Open RAN and Data Streaming: How the Telecom Industry Modernizes Network Infrastructure with Apache Kafka and Flink", "url": "https://www.kai-waehner.de/blog/2025/06/26/open-ran-and-data-streaming-how-the-telecom-industry-modernizes-network-infrastructure-with-apache-kafka-and-flink/", "published_at": "2025-06-26T06:29:14+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbddbc5de", "title": "Agentic AI and RAG in Regulated FinTech with Apache Kafka at Alpian Bank", "url": "https://www.kai-waehner.de/blog/2025/06/23/agentic-ai-and-rag-in-regulated-fintech-with-data-streaming-apache-kafka-at-alpian-bank/", "published_at": "2025-06-23T08:00:43+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbe6fe1c5", "title": "How MPL Uses Data Streaming to Lead in Mobile Gaming and eSports", "url": "https://www.kai-waehner.de/blog/2025/06/17/how-mpl-uses-data-streaming-to-lead-in-mobile-gaming-and-esports/", "published_at": "2025-06-17T06:35:52+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbe9f8da0", "title": "Mainframe Integration with Data Streaming: Architecture, Business Value, Real-World Success", "url": "https://www.kai-waehner.de/blog/2025/06/13/mainframe-integration-with-data-streaming-architecture-business-value-real-world-success/", "published_at": "2025-06-13T07:47:18+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdbf51c1ac", "title": "How OpenAI uses Apache Kafka and Flink for GenAI", "url": "https://www.kai-waehner.de/blog/2025/06/09/how-openai-uses-apache-kafka-and-flink-for-genai/", "published_at": "2025-06-09T08:49:08+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdc0039a4e", "title": "­­The Rise of the Durable Execution Engine (Temporal, Restate) in an Event-driven Architecture (Apache Kafka)", "url": "https://www.kai-waehner.de/blog/2025/06/05/the-rise-of-the-durable-execution-engine-temporal-restate-in-an-event-driven-architecture-apache-kafka/", "published_at": "2025-06-05T10:07:41+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdc049304f", "title": "How Penske Logistics Transforms Fleet Intelligence with Data Streaming and AI", "url": "https://www.kai-waehner.de/blog/2025/06/02/how-penske-logistics-transforms-fleet-intelligence-with-data-streaming-and-ai/", "published_at": "2025-06-02T04:44:37+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdc090c243", "title": "Data Streaming Meets the SAP Ecosystem and Databricks – Insights from SAP Sapphire Madrid", "url": "https://www.kai-waehner.de/blog/2025/05/28/data-streaming-meets-the-sap-ecosystem-and-databricks-insights-from-sap-sapphire-madrid/", "published_at": "2025-05-28T05:17:50+00:00" }, { "id": "01a0bb71-5ccd-73c8-a6d6-19fdc0c9f1f8", "title": "Agentic AI with the Agent2Agent Protocol (A2A) and MCP using Apache Kafka as Event Broker", "url": "https://www.kai-waehner.de/blog/2025/05/26/agentic-ai-with-the-agent2agent-protocol-a2a-and-mcp-using-apache-kafka-as-event-broker/", "published_at": "2025-05-26T05:32:01+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313cf8a138", "title": "Powering Fantasy Sports at Scale: How Dream11 Uses Apache Kafka for Real-Time Gaming", "url": "https://www.kai-waehner.de/blog/2025/05/19/powering-fantasy-sports-at-scale-how-dream11-uses-apache-kafka-for-real-time-gaming/", "published_at": "2025-05-19T06:48:27+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313dd2329a", "title": "Databricks and Confluent Leading Data and AI Architectures – What About Snowflake, BigQuery, and Friends?", "url": "https://www.kai-waehner.de/blog/2025/05/15/databricks-and-confluent-leading-data-and-ai-architectures-what-about-snowflake-bigquery-and-friends/", "published_at": "2025-05-15T09:57:25+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313e5b2c25", "title": "Databricks and Confluent in the World of Enterprise Software (with SAP as Example)", "url": "https://www.kai-waehner.de/blog/2025/05/12/databricks-and-confluent-in-the-world-of-enterprise-software-with-sap-as-example/", "published_at": "2025-05-12T11:26:54+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313ecbcaad", "title": "Shift Left Architecture for AI and Analytics with Confluent and Databricks", "url": "https://www.kai-waehner.de/blog/2025/05/09/shift-left-architecture-for-ai-and-analytics-with-confluent-and-databricks/", "published_at": "2025-05-09T06:03:07+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313f2288ba", "title": "Confluent Data Streaming Platform vs. Databricks Data Intelligence Platform for Data Integration and Processing", "url": "https://www.kai-waehner.de/blog/2025/05/05/confluent-data-streaming-platform-vs-databricks-data-intelligence-platform-for-data-integration-and-processing/", "published_at": "2025-05-05T03:47:21+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313f4dc6d6", "title": "The Past, Present, and Future of Confluent (The Kafka Company) and Databricks (The Spark Company)", "url": "https://www.kai-waehner.de/blog/2025/05/02/the-past-present-and-future-of-confluent-the-kafka-company-and-databricks-the-spark-company/", "published_at": "2025-05-02T07:10:42+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b1313fd151ce", "title": "Real-Time Data Sharing in the Telco Industry for MVNO Growth and Beyond with Data Streaming", "url": "https://www.kai-waehner.de/blog/2025/04/30/real-time-data-sharing-in-the-telco-industry-for-mvno-growth-and-beyond-with-data-streaming/", "published_at": "2025-04-30T07:04:07+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b131409d2d95", "title": "Fraud Detection in Mobility Services (Ride-Hailing, Food Delivery) with Data Streaming using Apache Kafka and Flink", "url": "https://www.kai-waehner.de/blog/2025/04/28/fraud-detection-in-mobility-services-ride-hailing-food-delivery-with-data-streaming-using-apache-kafka-and-flink/", "published_at": "2025-04-28T06:29:25+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b13140f3b92a", "title": "Virta’s Electric Vehicle (EV) Charging Platform with Real-Time Data Streaming: Scalability for Large Charging Businesses", "url": "https://www.kai-waehner.de/blog/2025/04/22/virtas-electric-vehicle-ev-charging-platform-with-real-time-data-streaming-scalability-for-large-charging-businesses/", "published_at": "2025-04-22T11:53:00+00:00" }, { "id": "01a0bb74-cf78-7162-aad6-b13141c5b18a", "title": "Apache Kafka 4.0: The Business Case for Scaling Data Streaming Enterprise-Wide", "url": "https://www.kai-waehner.de/blog/2025/04/19/apache-kafka-4-0-the-business-case-for-scaling-data-streaming-enterprise-wide/", "published_at": "2025-04-19T13:32:55+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6eff3e1c3", "title": "How Apache Kafka and Flink Power Event-Driven Agentic AI in Real Time", "url": "https://www.kai-waehner.de/blog/2025/04/14/how-apache-kafka-and-flink-power-event-driven-agentic-ai-in-real-time/", "published_at": "2025-04-14T09:09:10+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f011cb13", "title": "Shift Left Architecture at Siemens: Real-Time Innovation in Manufacturing and Logistics with Data Streaming", "url": "https://www.kai-waehner.de/blog/2025/04/11/shift-left-architecture-at-siemens-real-time-innovation-in-manufacturing-and-logistics-with-data-streaming/", "published_at": "2025-04-11T12:32:50+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f06b2017", "title": "The Importance of Focus: Why Software Vendors Should Specialize Instead of Doing Everything (Example: Data Streaming)", "url": "https://www.kai-waehner.de/blog/2025/04/07/the-importance-of-focus-why-software-vendors-should-specialize-instead-of-doing-everything-example-data-streaming/", "published_at": "2025-04-07T03:31:55+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f12179ad", "title": "The Top 20 Problems with Batch Processing (and How to Fix Them with Data Streaming)", "url": "https://www.kai-waehner.de/blog/2025/04/01/the-top-20-problems-with-batch-processing-and-how-to-fix-them-with-data-streaming/", "published_at": "2025-04-01T07:20:23+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f1c73deb", "title": "Replacing Legacy Systems, One Step at a Time with Data Streaming: The Strangler Fig Approach", "url": "https://www.kai-waehner.de/blog/2025/03/27/replacing-legacy-systems-one-step-at-a-time-with-data-streaming-the-strangler-fig-approach/", "published_at": "2025-03-27T06:37:24+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f24d1359", "title": "Retail Media with Data Streaming: The Future of Personalized Advertising in Commerce", "url": "https://www.kai-waehner.de/blog/2025/03/21/retail-media-with-data-streaming-the-future-of-personalized-advertising-in-commerce/", "published_at": "2025-03-21T07:18:29+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f2729f2f", "title": "Modernizing OT Middleware: The Shift to Open Industrial IoT Architectures with Data Streaming", "url": "https://www.kai-waehner.de/blog/2025/03/17/modernizing-ot-middleware-the-shift-to-open-industrial-iot-architectures-with-data-streaming/", "published_at": "2025-03-17T12:45:14+00:00" }, { "id": "01a0bb77-fc79-72ae-8ba9-93e6f2c3e0ff", "title": "CIO Summit: The State of AI and Why Data Streaming is Key for Success", "url": "https://www.kai-waehner.de/blog/2025/03/13/cio-summit-the-state-of-ai-and-why-data-streaming-is-key-for-success/", "published_at": "2025-03-13T07:31:33+00:00" } ] posts Claim your blog
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2026

From Cron Batch Jobs to Kestra: Migrating a Python Script Without a Rewriteoriginal ↗
24 Sept 2026
Data Streaming Trends Q3 2026: What Changes Through 2027original ↗
21 Sept 2026
Unified Orchestration in Financial Services: One Control Plane Across the Bankoriginal ↗
15 Sept 2026
What is Kestra? The Open Source Platform for Unified Orchestrationoriginal ↗
9 Sept 2026
Data Streaming Landscape Q3 2026: Who Controls Your Streamsoriginal ↗
7 Sept 2026
The AI Agent Harness: Where Vendor Lock-in Went After the Model Became Swappableoriginal ↗
1 Sept 2026
Unified Orchestration in Manufacturing: From Shop Floor to Cloudoriginal ↗
28 Aug 2026
When NOT to Use Stream Processing: Messaging and APIs Are Often Enoughoriginal ↗
24 Aug 2026
OceanBase vs. Databricks vs. Snowflake: Which AI Database for Transactional Workloads, Analytics, and AI Agents?original ↗
21 Aug 2026
Multi-Model AI Orchestration: Which Layer Should Pick the Model?original ↗
17 Aug 2026
Why Enterprises Need a Multi-Model AI Strategy: Cost, Compliance, and Resilienceoriginal ↗
10 Aug 2026
Trusted Agentic AI Landscape Q3 2026: Enterprise Vendor Selection, Sovereignty, and Lock-inoriginal ↗
4 Aug 2026
Data Integration vs Workflow Orchestration: Connecting Systems Is Not Coordinating the Workoriginal ↗
27 Jul 2026
Process Intelligence Landscape 2026: Mining, Orchestration, and the Agentic AI Shiftoriginal ↗
22 Jul 2026
When to Use AMQP, JMS, Kafka, or MQTT: Trade-offs, Not a Winneroriginal ↗
17 Jul 2026
Kafka vs Flink vs Spark: Do You Really Need Real-Time?original ↗
14 Jul 2026
Edge to Cloud and Back: Four Data Movement Problems, and Why One Technology Never Solves All of Themoriginal ↗
9 Jul 2026
Data Integration Landscape 2026: Event Streaming, API, and Batch in the Era of Agentic AIoriginal ↗
7 Jul 2026
Why I Joined Kestra: Enterprise Workflow Orchestration for the Agentic AI Eraoriginal ↗
1 Jul 2026
My Confluent Chapter: From Apache Kafka Startup to $11 Billion IBM Acquisitionoriginal ↗
26 Jun 2026
YAML vs XML vs JSON: History, Trade-offs, and Where Each Wins in the Age of Agentic AIoriginal ↗
24 Jun 2026
Why Databricks and Snowflake Speak the Kafka Protocol: Ingestion vs. Architectureoriginal ↗
22 Jun 2026
Choosing an ERP for Manufacturing: How AI Is Reshaping the Vendor Landscapeoriginal ↗
15 Jun 2026
Process Intelligence Explained: Mining, Orchestration, and the Decision Gateoriginal ↗
10 Jun 2026
ERP Migration to SAP S/4HANA and Beyond: Lessons Learned from German Manufacturingoriginal ↗
1 Jun 2026
Beyond Enterprise Data Lineage: The Case for a Platform-Independent Data Catalogoriginal ↗
18 May 2026
Data Ownership in the Age of Agentic AI: Why SAP’s API Policy Forces a Data Integration Reckoning for Every Enterpriseoriginal ↗
2 May 2026
Flink CEP and Agentic AI: Real-Time Pattern Detection as the Foundation for Autonomous Decisionsoriginal ↗
28 Apr 2026
Complex Event Processing (CEP) with Apache Flink: What It Is and When (Not) to Use Itoriginal ↗
14 Apr 2026
MCP vs. REST/HTTP API vs. Kafka: The Architect’s Guide to Agentic AI Integrationoriginal ↗
10 Apr 2026
Enterprise Agentic AI Landscape Q2 2026: Trust, Flexibility, and Vendor Lock-inoriginal ↗
6 Apr 2026
The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AIoriginal ↗
1 Apr 2026
dbt Meets Apache Flink: One Workflow for Data Engineers on Snowflake, BigQuery, Databricks, and Confluentoriginal ↗
26 Mar 2026
The Shift Left Architecture 2.0: Operational, Analytical and AI Interfaces for Real-Time Data Productsoriginal ↗
23 Mar 2026
UFC VIP Experience Worth the Price? Fan Review. Business Perspective. Tech Vision.original ↗
22 Mar 2026
Dashboards and Queries for Apache Kafka: Operational, Explorative, and the Role of the Context Engineoriginal ↗
12 Mar 2026
Data Streaming at MWC 2026: How Apache Kafka, Flink and Agentic AI Power Telecom Trendsoriginal ↗
3 Mar 2026
From Takeoff to Touchdown: Real-Time Aviation with Data Streaming at Qantasoriginal ↗
16 Feb 2026
The Ultimate Data Streaming Guide is Back – Second Edition of the Book and Industry Editions Now Availableoriginal ↗
4 Feb 2026
When (Not) to Use Queues for Kafka?original ↗
28 Jan 2026
Diskless Kafka at FinTech Robinhood for Cost-Efficient Log Analytics and Observabilityoriginal ↗
22 Jan 2026
Shift Left in Automotive: Real-Time Intelligence from Vehicle Telemetry with Data Streaming at Rivianoriginal ↗
16 Jan 2026
Etihad Airways Makes Airline Operations Real-Time with Data Streamingoriginal ↗
8 Jan 2026

2025

Stream Processing on the Mainframe with Apache Flink: Genius or a Glitch in the Matrix?original ↗
22 Dec 2025
10 FinTech Predictions That Depend on Real Time Data Streamingoriginal ↗
17 Dec 2025
Top Trends for Data Streaming with Apache Kafka and Flink in 2026original ↗
10 Dec 2025
The Data Streaming Landscape 2026original ↗
5 Dec 2025
Life as a Lufthansa HON Circle Member: Inside the Ultimate Frequent Flyer Statusoriginal ↗
2 Dec 2025
CARIAD’s Unified Data Platform: A Data Streaming Automotive Success Story Behind Volkswagen’s Software-Defined Vehiclesoriginal ↗
24 Nov 2025
Data Streaming Meets Lakehouse: Apache Iceberg for Unified Real-Time and Batch Analyticsoriginal ↗
19 Nov 2025
Data Streaming in Retail: Social Commerce from Influencers to Inventoryoriginal ↗
13 Nov 2025
Kafka Proxy Demystified: Use Cases, Benefits, and Trade-offsoriginal ↗
30 Oct 2025
How Stablecoins Use Blockchain and Data Streaming to Power Digital Moneyoriginal ↗
25 Oct 2025
Cybersecurity with a Digital Twin: Why Real-Time Data Streaming Mattersoriginal ↗
15 Oct 2025
How Siemens, SAP, and Confluent Shape the Future of AI Ready Integration – Highlights from the Rojo Event in Amsterdamoriginal ↗
6 Oct 2025
Scaling Kafka Consumers: Proxy vs. Client Library for High-Throughput Architecturesoriginal ↗
30 Sept 2025
Square, SumUp, Shopify: Real-Time Point-of-Sale (POS) in the Age of Data Streamingoriginal ↗
22 Sept 2025
Online Feature Store for AI and Machine Learning with Apache Kafka and Flinkoriginal ↗
15 Sept 2025
How Data Streaming Powers AI and Autonomous Networks in Telecom – Insights from TM Forum Innovate Americasoriginal ↗
11 Sept 2025
Telecom OSS Modernization with Data Streaming: From Legacy Burden to Cloud-Native Agilityoriginal ↗
9 Sept 2025
In-Place Kafka Cluster Upgrades from ZooKeeper to KRaft are Not Possible with Amazon MSKoriginal ↗
7 Sept 2025
Streaming the Automotive Future: Real-Time Infrastructure for Vehicle Dataoriginal ↗
1 Sept 2025
How Global Payment Processors like Stripe and PayPal Use Data Streaming to Scaleoriginal ↗
25 Aug 2025
The Future of Data Streaming with Apache Flink for Agentic AIoriginal ↗
18 Aug 2025
The Rise of Diskless Kafka: Rethinking Brokers, Storage, and the Kafka Protocoloriginal ↗
11 Aug 2025
Multi-Region Kafka using Synchronous Replication for Disaster Recovery with Zero Data Loss (RPO=0)original ↗
4 Aug 2025
Driving the Future: How Real-Time Data Streaming Is Powering Automotive Innovationoriginal ↗
28 Jul 2025
Pinterest Fights Spam and Abuse with Kafka and Flink: A Deep Dive into the Guardian Rules Engineoriginal ↗
24 Jul 2025
Building Agentic AI with Amazon Bedrock AgentCore and Data Streaming Using Apache Kafka and Flinkoriginal ↗
21 Jul 2025
Inside FourKites Logistics Platform: Data Streaming for AI and End-to-End Visibility in the Supply Chainoriginal ↗
14 Jul 2025
The Rise of Kappa Architecture in the Era of Agentic AI and Data Streamingoriginal ↗
8 Jul 2025
FinOps in Real Time: How Data Streaming Transforms Cloud Cost Managementoriginal ↗
3 Jul 2025
Unified Namespace vs. Data Product in IT/OT for Industrial IoToriginal ↗
1 Jul 2025
Open RAN and Data Streaming: How the Telecom Industry Modernizes Network Infrastructure with Apache Kafka and Flinkoriginal ↗
26 Jun 2025
Agentic AI and RAG in Regulated FinTech with Apache Kafka at Alpian Bankoriginal ↗
23 Jun 2025
How MPL Uses Data Streaming to Lead in Mobile Gaming and eSportsoriginal ↗
17 Jun 2025
Mainframe Integration with Data Streaming: Architecture, Business Value, Real-World Successoriginal ↗
13 Jun 2025
How OpenAI uses Apache Kafka and Flink for GenAIoriginal ↗
9 Jun 2025
­­The Rise of the Durable Execution Engine (Temporal, Restate) in an Event-driven Architecture (Apache Kafka)original ↗
5 Jun 2025
How Penske Logistics Transforms Fleet Intelligence with Data Streaming and AIoriginal ↗
2 Jun 2025
Data Streaming Meets the SAP Ecosystem and Databricks – Insights from SAP Sapphire Madridoriginal ↗
28 May 2025
Agentic AI with the Agent2Agent Protocol (A2A) and MCP using Apache Kafka as Event Brokeroriginal ↗
26 May 2025
Powering Fantasy Sports at Scale: How Dream11 Uses Apache Kafka for Real-Time Gamingoriginal ↗
19 May 2025
Databricks and Confluent Leading Data and AI Architectures – What About Snowflake, BigQuery, and Friends?original ↗
15 May 2025
Databricks and Confluent in the World of Enterprise Software (with SAP as Example)original ↗
12 May 2025
Shift Left Architecture for AI and Analytics with Confluent and Databricksoriginal ↗
9 May 2025
Confluent Data Streaming Platform vs. Databricks Data Intelligence Platform for Data Integration and Processingoriginal ↗
5 May 2025
The Past, Present, and Future of Confluent (The Kafka Company) and Databricks (The Spark Company)original ↗
2 May 2025
Real-Time Data Sharing in the Telco Industry for MVNO Growth and Beyond with Data Streamingoriginal ↗
30 Apr 2025
Fraud Detection in Mobility Services (Ride-Hailing, Food Delivery) with Data Streaming using Apache Kafka and Flinkoriginal ↗
28 Apr 2025
Virta’s Electric Vehicle (EV) Charging Platform with Real-Time Data Streaming: Scalability for Large Charging Businessesoriginal ↗
22 Apr 2025
Apache Kafka 4.0: The Business Case for Scaling Data Streaming Enterprise-Wideoriginal ↗
19 Apr 2025
How Apache Kafka and Flink Power Event-Driven Agentic AI in Real Timeoriginal ↗
14 Apr 2025
Shift Left Architecture at Siemens: Real-Time Innovation in Manufacturing and Logistics with Data Streamingoriginal ↗
11 Apr 2025
The Importance of Focus: Why Software Vendors Should Specialize Instead of Doing Everything (Example: Data Streaming)original ↗
7 Apr 2025
The Top 20 Problems with Batch Processing (and How to Fix Them with Data Streaming)original ↗
1 Apr 2025
Replacing Legacy Systems, One Step at a Time with Data Streaming: The Strangler Fig Approachoriginal ↗
27 Mar 2025
Retail Media with Data Streaming: The Future of Personalized Advertising in Commerceoriginal ↗
21 Mar 2025
Modernizing OT Middleware: The Shift to Open Industrial IoT Architectures with Data Streamingoriginal ↗
17 Mar 2025
CIO Summit: The State of AI and Why Data Streaming is Key for Successoriginal ↗
13 Mar 2025
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