https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Sat, 16 May 2026 00:00:00 GMT https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive.en The full landscape of CDC and data integration in 2026. Debezium 3.0 loosens the Kafka Connect dependency, Estuary Flow runs managed CDC at millions of rows per second, Flink CDC 3.x has become a real ELT pipeline tool, Airbyte is the open source standard with 350+ connectors, Fivetran is expensive but keeps winning enterprise, Sling CLI handles fast local integration, and Sequin pipes Postgres directly to webhooks and Kafka. Reverse ETL with Hightouch / Census / Polytomic, cloud-native options like AWS DMS / GCP Datastream / Azure Synapse Link, database-native mechanisms like Postgres logical replication and MongoDB Change Streams, and patterns like outbox / transactional outbox / saga. With KR / JP big-tech case studies. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) cdcchange-data-capturedebeziumestuaryflink-cdcairbytefivetranslinghightouchcensussequinreverse-etl2026deep-diveenglish https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive.ja 2026 年の CDC とデータ統合の全体像をまとめる。Debezium 3.0 は Kafka Connect 依存を緩め、Estuary Flow はマネージド CDC SaaS として毎秒数百万行を捌く。Flink CDC 3.x は ELT パイプラインそのものに進化し、Airbyte は 350+ コネクタで OSS 標準、Fivetran は高価だが企業を取り続け、Sling CLI はローカル高速統合、Sequin は Postgres → Webhook / Kafka をワンライナーで実現する。Hightouch · Census · Polytomic の reverse ETL、AWS DMS · GCP Datastream · Azure Synapse Link のクラウドネイティブ、Postgres logical replication と MongoDB Change Streams という DB ネイティブ、そして outbox / transactional outbox / saga パターン。韓国・日本の大手事例も含めて。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) cdcchange-data-capturedebeziumestuaryflink-cdcairbytefivetranslinghightouchcensussequinreverse-etl2026deep-dive日本語 https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-cdc-data-integration-2026-debezium-estuary-flink-cdc-airbyte-fivetran-sling-hightouch-census-sequin-deep-dive 2026년 CDC와 데이터 통합 전체 지형을 한 번에 정리한다. Debezium 3.0이 Kafka Connect 의존을 줄였고, Estuary Flow는 매니지드 CDC SaaS로 초당 백만행을 받아낸다. Flink CDC 3.x는 ELT 파이프라인 자체가 되었고, Airbyte는 350+ 커넥터로 오픈소스 표준이 되었으며, Fivetran은 비싸지만 끝없이 잘 팔린다. Sling CLI는 로컬 빠른 통합을, Sequin은 Postgres → 웹훅/Kafka를 한 줄로 해준다. Hightouch · Census · Polytomic의 reverse ETL, AWS DMS · GCP Datastream · Azure Synapse Link 같은 클라우드 옵션, Postgres logical replication과 MongoDB Change Streams 같은 DB 네이티브, 그리고 outbox/transactional outbox/saga 패턴까지. 한국·일본 빅테크 사례와 함께. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) cdcchange-data-capturedebeziumestuaryflink-cdcairbytefivetranslinghightouchcensussequinreverse-etl2026deep-dive https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive.en In 2026, live coding is no longer a fringe experiment. Sonic Pi has landed in school music rooms, TidalCycles and Strudel rule club stages, and Hydra paints visuals in a browser tab. On top of the classic SuperCollider/Pure Data/Max-MSP stack sits a new generation — ORCA, FoxDot, Estuary — and TouchDesigner/Notch/Resolume have become the standard tools of media art. This article maps the full 2026 live-coding landscape: music coding (Sonic Pi/TidalCycles/Strudel/SuperCollider), visual coding (Hydra/Punctual/p5.js), node-based visual programming (TouchDesigner/Notch/vvvv/Resolume), plus the Algorave/TOPLAP/LiveCodeFest/NIME culture that holds it all together. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) live-codingalgoravesonic-pitidalcyclesstrudelestuaryorcafoxdotsupercolliderpure-datamax-msphydrapunctualp5-jsopenframeworkscindertouchdesignernotchresolumevvvvrenoisetoplapnime2026deep-diveenglish https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive.ja 2026年現在、ライブコーディングはもはや辺境の実験ではない。Sonic Piは学校の音楽室に入り、TidalCyclesとStrudelはクラブのステージを占領し、Hydraはブラウザでビジュアルを描く。SuperCollider・Pure Data・Max/MSPというクラシック環境の上に、ORCΛ・FoxDot・Estuaryといった新世代が積み重なり、TouchDesigner・Notch・Resolumeはメディアアートの標準ツールとなった。この記事では、音楽のライブコーディング(Sonic Pi/TidalCycles/Strudel/SuperCollider)、ビジュアルのライブコーディング(Hydra/Punctual/p5.js)、ノードベースのビジュアルプログラミング(TouchDesigner/Notch/vvvv/Resolume)、そしてアルゴレイブ/TOPLAP/LiveCodeFest/NIMEの文化までを一気に整理する。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) live-codingalgoravesonic-pitidalcyclesstrudelestuaryorcafoxdotsupercolliderpure-datamax-msphydrapunctualp5-jsopenframeworkscindertouchdesignernotchresolumevvvvrenoisetoplapnime2026deep-dive日本語 https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-live-coding-music-visuals-2026-sonic-pi-tidal-strudel-hydra-touchdesigner-supercollider-deep-dive 2026년 현재, 라이브 코딩은 더 이상 변두리 실험이 아니다. Sonic Pi가 학교 음악실에 들어왔고, TidalCycles와 Strudel이 클럽 무대를 점령했으며, Hydra가 브라우저에서 비주얼을 그린다. SuperCollider·Pure Data·Max/MSP의 클래식 환경 위에 ORCΛ·FoxDot·Estuary 같은 새 세대가 얹혔고, TouchDesigner·Notch·Resolume이 미디어 아트의 표준 도구가 되었다. 이 글은 음악 라이브 코딩(Sonic Pi/TidalCycles/Strudel/SuperCollider), 비주얼 라이브 코딩(Hydra/Punctual/p5.js), 비주얼 프로그래밍(TouchDesigner/Notch/vvvv/Resolume), 그리고 알고레이브/TOPLAP/LiveCodeFest/NIME 문화까지 한 호흡으로 정리한다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) live-codingalgoravesonic-pitidalcyclesstrudelestuaryorcafoxdotsupercolliderpure-datamax-msphydrapunctualp5-jsopenframeworkscindertouchdesignernotchresolumevvvvrenoisetoplapnime2026deep-dive