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AI Enrichment Pipeline: From Sample Classification to 100K-File Metadata Search with Bedrock and OpenSearch NextGen

Quick Recap: What We Built in Part 1 In Part 1 , we built a metadata catalog on Apache Iceberg (S3 Tables) that makes unstructured files on FSx for ON…

awsicebergdatalakeamazonfsxfornetappontap
Dev.to Jun 8, 2026, 16:37 UTC
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From Hours to Seconds: An AI-Powered Metadata Catalog for Unstructured Data on FSx for ONTAP

What Works Now vs What Requires Validation This article separates verified AWS-native capabilities from cross-platform paths that still require valida…

awsicebergdatalakeamazonfsxfornetappontap
Dev.to Jun 8, 2026, 16:26 UTC
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Rethinking Lakehouse Architecture Through Data Ownership: AWS vs. Snowflake

Original Japanese article : データの主導権から考えるAWSとSnowflakeのレイクハウスアーキテクチャ Introduction I'm Aki, an AWS Community Builder ( @jitepengin ). When designing a d…

awssnowflakeicebergdataengineering
Dev.to Jun 1, 2026, 13:31 UTC
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Load PostgreSQL into Apache Iceberg with Sling

Introduction Apache Iceberg is the table format that turns a pile of Parquet files in object storage into something that behaves like a warehouse tabl…

postgresicebergdataengineeringetl
Dev.to May 18, 2026, 13:31 UTC
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When does Iceberg beat Parquet+projection on AWS Glue, and when doesn't ?

Why this project I built this repo because I didn't have one of this kind yet and, having worked on data ingestion with Glue for a while, I wanted to …

awsglueicebergparquet
Dev.to May 10, 2026, 20:39 UTC
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Ursa — a new Diskless Lakestream engine for Kafka

The future of Kafka is diskless topics + native Apache Iceberg / Delta Lake integration Intro Ursa is a relatively new engine that's being fitted into…

kafkaicebergdisklessdeltalake
Dev.to May 7, 2026, 08:38 UTC

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