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Introducing Real-Time Context Engine: Simplified Context Engineering With Real-Time, Processed Data for AI

Unlock real-time context for AI with Confluent’s Real-Time Context Engine. Evaluate, process, and serve trustworthy context continuously in Confluent Cloud. This post first appeared on…

Read MoreIntroducing Real-Time Context Engine: Simplified Context Engineering With Real-Time, Processed Data for AI

Streaming Data to AI-Ready Tables: Tableflow for Delta Lake and Databricks Unity Catalog Is Now Generally Available

Transform real-time Kafka data into governed, AI-ready Delta Lake tables with Confluent Tableflow and Databricks Unity Catalog. Simplify pipelines, ensure governance, and unlock real-time analytics…

Read MoreStreaming Data to AI-Ready Tables: Tableflow for Delta Lake and Databricks Unity Catalog Is Now Generally Available

New in Confluent Cloud: Data in Motion for AI in Action

Explore updates from Confluent Cloud’s Q4 2025 release, including new capabilities and availability for Streaming Agents, new Real-Time Context Engine, and more. This post first…

Read MoreNew in Confluent Cloud: Data in Motion for AI in Action

Faster, Smarter, More Context-Aware: What’s New in Streaming Agents

Explore new Streaming Agents features — Agent Definition, Observability & Debugging, and access to Real-Time Context Engine — to build intelligent, context-aware AI on Confluent.…

Read MoreFaster, Smarter, More Context-Aware: What’s New in Streaming Agents

Why Apache Kafka® Migration Costs Are Often Underestimated

Planning an Apache Kafka® migration? Learn how to estimate migration expenses, reduce costs, and compare self-managed vs managed real-time data platforms with expert insight. This…

Read MoreWhy Apache Kafka® Migration Costs Are Often Underestimated

Confluent and Your Data: A Partnership You Can Trust

Explore how Confluent Cloud achieves 99.99% uptime and how you can architect for resilience, multi-region failover, and predictable performance. This post first appeared on Read…

Read MoreConfluent and Your Data: A Partnership You Can Trust

The True Cost of Real-Time Data Streaming

Explore the hidden costs of real-time streaming—compare infrastructure, ops, and ROI for Confluent Cloud and self-managed Apache Kafka®. Learn how autoscaling and governance lower TCO.…

Read MoreThe True Cost of Real-Time Data Streaming

How to Build Real-Time Compliance & Audit Logging With Apache Kafka®

Build a real-time compliance and audit logging pipeline on Apache Kafka®: architecture, schemas, immutability, retention, and best practices with Confluent. This post first appeared on…

Read MoreHow to Build Real-Time Compliance & Audit Logging With Apache Kafka®

Connect Migration Utility: Convert Self-Managed Connectors to Fully Managed in a Few Minutes

Use Confluent’s open source Connect migration utility to discover, assess, map, validate, and cut over self-managed Kafka connectors to fully managed in minutes. This post…

Read MoreConnect Migration Utility: Convert Self-Managed Connectors to Fully Managed in a Few Minutes

Connect Migration Utility: Convert Self-Managed Connectors to Fully Managed in a Few Minutes

Use Confluent’s open source Connect migration utility to discover, assess, map, validate, and cut over self-managed Kafka connectors to fully managed in minutes. This post…

Read MoreConnect Migration Utility: Convert Self-Managed Connectors to Fully Managed in a Few Minutes

Confluent Champion: Engineering a Better Developer Experience a Test at a Time

Learn how software engineer Akshatha has grown as a strategic thinker and added new technical skills since joining Confluent’s Developer Productivity team. This post first…

Read MoreConfluent Champion: Engineering a Better Developer Experience a Test at a Time

Lessons Learned With Confluent-Managed Connectors and Terraform

Learn how to provision Confluent Cloud managed connectors with Terraform for reliable, automated infrastructure as code practices. This post first appeared on Read More

Read MoreLessons Learned With Confluent-Managed Connectors and Terraform

Why You Don’t Need Apache Flink for Agentic AI (And Why Akka Is the Simpler Choice)

The Apache Flink community has been pushing hard into the agentic AI space, positioning stream processing as the foundation for production AI agents. Conference talks…

Read MoreWhy You Don’t Need Apache Flink for Agentic AI (And Why Akka Is the Simpler Choice)

Confluent: The Real-Time Backbone for Agentic Systems

Discover how Confluent and Google Cloud power agentic systems with real-time data streaming, A2A/MCP protocols, and AI-driven workflows at scale. This post first appeared on…

Read MoreConfluent: The Real-Time Backbone for Agentic Systems

Building Multi-Region Orchestration with Apache Kafka: A Pull-Based Architecture

Modern enterprise applications increasingly require orchestration of long-running workflows that span multiple services across different geographical regions. Traditional HTTP-based orchestration approaches, whilst familiar, introduce significant…

Read MoreBuilding Multi-Region Orchestration with Apache Kafka: A Pull-Based Architecture
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