When to Use AMQP, JMS, Kafka, or MQTT: Trade-offs, Not a Winner

4 hours ago
Kai Waehner

AMQP, JMS, Kafka, and MQTT get compared as rivals, but a message broker, a log, and a device protocol sit…

Kafka vs Flink vs Spark: Do You Really Need Real-Time?

3 days ago

Most vendors sell milliseconds, but most enterprise use cases do not need them. A critical look at Kafka, Flink, Spark,…

Edge to Cloud and Back: Four Data Movement Problems, and Why One Technology Never Solves All of Them

1 week ago

Edge to cloud is not one integration problem. It is four: telemetry going up, control going down, sites syncing sideways,…

Data Integration Landscape 2026: Event Streaming, API, and Batch in the Era of Agentic AI

1 week ago

The Data Integration Landscape 2026 maps every major vendor across three communication paradigms: request-response, event-driven, and batch. Event streaming has…

Why I Joined Kestra: Enterprise Workflow Orchestration for the Agentic AI Era

2 weeks ago

Enterprises run separate tools for IT scheduling, data pipelines, business processes, and infrastructure. None talk to each other. Modernization and…

My Confluent Chapter: From Apache Kafka Startup to $11 Billion IBM Acquisition

3 weeks ago

Nine years at Confluent: from a Silicon Valley startup with 100 people to an $11 billion IBM acquisition. A personal…

YAML vs XML vs JSON: History, Trade-offs, and Where Each Wins in the Age of Agentic AI

3 weeks ago

XML, JSON, and YAML were built for different jobs in different eras. This post covers where each came from, how…

Why Databricks and Snowflake Speak the Kafka Protocol: Ingestion vs. Architecture

4 weeks ago

Databricks and Snowflake now speak the Kafka protocol. But using the Kafka API to feed a lakehouse is very different…

Choosing an ERP for Manufacturing: How AI Is Reshaping the Vendor Landscape

1 month ago

ERP vendor selection for manufacturing is not a product decision. It is a strategic bet on fit, total cost, and…

Process Intelligence Explained: Mining, Orchestration, and the Decision Gate

1 month ago

Process intelligence is not a single tool. It combines process mining, process orchestration, and a decision gate into one architecture…