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2026TECHFRESH畢業分享會 - Lightning Talk - 資料也要 CI/C...
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LINE Developers Taiwan
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June 17, 2026
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2026TECHFRESH畢業分享會 - Lightning Talk - 資料也要 CI/CD? 用 Airbyte 自動化資料同步
講者: Olaf
活動:
https://techfresh.landpress.line.me/20260616/
LINE Developers Taiwan
PRO
June 17, 2026
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Transcript
資料也要 CI/CD? 用 Airbyte 自動化資料同步 Olaf
Olaf Tsai NCU MIS LINE TECH FRESH @ SRE
為什麼資料開始變難管理? 資料不只存在一個地方,而是分散在很多系統裡 3
我們以前怎麼同步資料? 4
CI/CD 讓 code 從開發到部署變成可控流程; Data Pipeline 讓 data 從產生到使用變成可控流程 CI/CD
vs Data Pipeline 5
Airbyte:把資料同步流程工程化 圖片來源: https://airbyte.com/data-engineering-resources/enterprise-data-architecture 6
Airbyte:把資料同步流程工程化 Load Extract Transform Analytics 7
DataOps 正在改變資料流程 圖片來源: https://medium.com/towards-data-engineering/dataops-driven-governance-and- analytics-with-dbt-and-starrocks-9b23897688fd 8 8
LinkedIn: olaf-tsai