Mar 13 · 13 min read · TLDR: Pipeline orchestration is an operational control plane problem that requires explicit dependency, retry, and backfill contracts. TLDR: Pipeline orchestration is less about drawing DAGs and more about controlling freshness, replay, and recovery ...
Join discussionDec 22, 2025 · 3 min read · 📜 What Is the Modern Data Stack? The Modern Data Stack (MDS) is a cloud-native approach to building data platforms using specialised, best-in-class tools instead of monolithic systems. Rather than relying on a single vendor for everything, modern te...
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Dec 18, 2025 · 3 min read · 📜 What Is the ETL/ELT Evolution? For decades, ETL (Extract, Transform, Load) was the standard approach to building data pipelines.Data was extracted from source systems, transformed in intermediate servers, and then loaded into warehouses. With clou...
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Nov 15, 2025 · 9 min read · \nEnterprise Kubernetes migration is a monumental undertaking, shifting traditional applications or entirely new cloud-native workloads to containerized environments managed by Kubernetes. While the spotlight often shines on container orchestration, ...
Join discussionOct 6, 2025 · 8 min read · Firstly we will use Astro for using Airflow. Astro is the fully managed modern data orchestration platform powered by Apache Airflow. Big Question, “Why use Airflow with dbt Core?” dbt Core offers the possibility to build modular, reusable SQL compon...
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Sep 19, 2025 · 4 min read · Focus: Glue Workflows, triggers, integration with other AWS services, and governance. Outline: Intro: Why orchestration and governance matter in data pipelines. Workflows and Triggers: Event-based, on-completion, and scheduled triggers Parallel &...
Join discussionAug 11, 2025 · 7 min read · Apache Airflow 3.0 has officially landed, and it represents a substantial evolution of the platform since its inception. This release is not just a collection of incremental changes, it’s a rethinking of how workflows can and should be managed at sca...
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Jun 16, 2025 · 6 min read · The landscape of cloud computing is constantly evolving, with businesses increasingly relying on multi-cloud strategies for data storage, collaboration, and disaster recovery. While traditional file synchronization tools have their place, the complex...
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