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FSFahad Shahrisingwave.comApr 8 · 16 min read

Event-Driven Architecture in 2026: Kafka, Streaming SQL, and the AI Layer

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

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FSFahad Shahrisingwave.comApr 8 · 16 min read

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Real-Time Fraud Detection in 2026: SQL Patterns That Actually Work

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FSFahad Shahrisingwave.comApr 8 · 17 min read

Data Lakehouse Architecture in 2026: Streaming, Iceberg, and the Real-Time Layer

A Brief History of the Lakehouse To understand where lakehouse architecture stands in 2026, it helps to trace how it got here. The data lake era (2010s) began when S3 made object storage cheap enough to store everything. Teams dropped raw files (JSON...

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FSFahad Shahrisingwave.comApr 8 · 15 min read

Apache Iceberg in 2026: Streaming Integration, Catalogs, and What Changed

Why Apache Iceberg Won Three open table formats competed for the lakehouse standard over the past several years: Apache Iceberg, Delta Lake (Databricks), and Apache Hudi (Uber). By 2026, Iceberg emerged as the format that every major data platform su...

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FSFahad Shahrisingwave.comApr 8 · 16 min read

AI Agent Data Infrastructure in 2026: What Your Agents Actually Need

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FSFahad Shahrisingwave.comApr 8 · 18 min read

The Real-Time Data Stack in 2026: Architecture, Tools, and Trade-offs

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FSFahad Shahrisingwave.comApr 8 · 13 min read

Kafka Streams vs RisingWave in 2026: When You Need a Database

What Kafka Streams Is (and Is Not) Kafka Streams is a client library, not a service. That distinction matters more than almost anything else in this comparison. When you use Kafka Streams, you write Java or Kotlin code that imports the Kafka Streams ...

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FSFahad Shahrisingwave.comApr 8 · 13 min read

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL

The Fundamental Difference: OLAP Over History vs Streaming Over Live Data Before comparing specific features, it is worth being precise about what problem each database solves, because this choice is ultimately about use case fit rather than which da...

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Trending tags this week

Event-Driven Architecture in 2026: Kafka, Streaming SQL, and the AI Layer

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

Real-Time Fraud Detection in 2026: SQL Patterns That Actually Work

Data Lakehouse Architecture in 2026: Streaming, Iceberg, and the Real-Time Layer

Apache Iceberg in 2026: Streaming Integration, Catalogs, and What Changed

AI Agent Data Infrastructure in 2026: What Your Agents Actually Need

The Real-Time Data Stack in 2026: Architecture, Tools, and Trade-offs

Kafka Streams vs RisingWave in 2026: When You Need a Database

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL