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Move beyond traditional RESTful thinking. Learn how to design APIs specifically for MCP (Model Context Protocol) servers. This guide covers the shift in mindset, a practical OpenAPI 3.1 example, and a Spring Boot implementation to make your services ...
Extending Kestra to Every Corner of Your Data Stack. Introduction: The Power of Plugins Imagine you're a master chef. You don't just have one knife - you have specialized tools for every task: a paring knife for delicate work, a chef's knife for chop...
Mastering Complex Orchestration Scenarios. Introduction: The Orchestrator's Toolkit Imagine you're conducting a symphony. You don't just wave your baton - you cue sections, adjust tempo, handle surprises, and ensure harmony. That's what advanced work...
From Data Extraction to Loading - A Practical Guide Introduction: Why ETL Still Matters in the Modern Data Stack Remember when data engineering was "extract, transform, load"? Some say ETL is dead, replaced by ELT, reverse ETL, and data mesh. But her...
Building Blocks of Declarative Orchestration. Introduction: The Power of Simplicity Imagine trying to build a house without understanding bricks, beams, and blueprints. That's what using an orchestration tool without understanding its core concepts f...
Complete Setup Guide for Local, Docker, and Cloud Deployments. Introduction: Why Installation Matters Think of Kestra as the conductor of your data orchestra. Just as a great conductor needs the right stage setup, Kestra needs proper installation to ...
From Legacy Workflow Tools to Declarative Data Pipelines Introduction: The Orchestration Evolution Imagine you're building a complex data pipeline. You have data scattered across cloud storage, databases, and APIs. You need to transform it, validate ...
How to remove features safely without breaking trust. Introduction: Nothing ever really dies in software In theory, deprecation is simple: Mark something as deprecated Wait Remove it In reality, deprecated things live far longer than expected. O...
How experienced teams ship changes safely—and recover when things go wrong Introduction: Production will always surprise you No matter how good your design is, production will surprise you. Real users behave differently Real data exposes edge cases...
