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Investigating Connection Encryption on Amazon MWAA

Investigating whether Connections can be stored in plaintext on Amazon MWAA

Ray

The Airflow docs actually state that setting the encryption key to an empty string makes Connections fall back to plaintext.
But does the same thing hold true on AWS-managed MWAA?
This post traces that question from Airflow’s native Fernet mechanism all the way to MWAA’s reserved environment variables.

Deploy Your Own Openclaw AI Assistant for Free

Spin up your own AI assistant on GitHub Codespaces at zero cost

Ray

No GPU? Don’t feel like paying for a server?
This guide shows you how to deploy Openclaw on GitHub Codespaces using free resources, so you can start running your own AI assistant in minutes.

Triggering Airflow DAG from Another

Use operator to easily trigger downstream DAGs in Airflow

Ray

When building dependencies between DAGs, you don’t always have to rely on RESTful APIs.
Airflow also provides a built-in Operator for this purpose.

Understanding Amazon RDS Connection Limits

Calculate the maximum number of connections for Amazon RDS across different instance types

Ray

Have you ever run into database connection limits, or felt unsure about which RDS instance type to choose when planning your system architecture?
This article walks you through how Amazon RDS calculates its maximum connections and provides a comparison across different instance types to help you make better decisions.

Manage Python Versions with Pyenv

End the mess of switching Python versions.

Ray

Pyenv is a tool for managing different Python versions.
Whether you’re upgrading a project to a newer Python release or switching between projects with different requirements, pyenv makes the process simple and hassle-free.

[Pytest 101] 04 Mock Class

An introduction to two approaches for testing class instantiation when using the Factory Pattern, with practical examples using pytest-mock.

Ray

Introducing the factory pattern in your code can significantly improve its structure—but it also makes unit testing a bit trickier.
We’ll walk through two different mocking strategies, compare their pros and cons, and help you write more robust tests!

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