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Automating the Workflow: My Journey from Jenkins Freestyle Jobs to Declarative Pipelines

The Infrastructure: Setting Up Jenkins on AWS The foundation of this project began by provisioning an Ubuntu EC2 instance on AWS. Setting up the environment meant defining strict networking rules (opening Port 22 for SSH and Port 8080 for the Jenkins UI) and structuring the Jenkins environment with clear access controls. In Jenkins, maintaining a secure and organized environment generally falls…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

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From Raw Text to Cryptographic Seal: Building a Legal Document Factory in Python

When people think of Artificial Intelligence, they usually think of chat boxes. You type a prompt, text scrolls across the screen, and you copy-paste it. In the legal world, a chat box isn't enough.

  • Lawyie develops legal document factory in Python.
  • Generates PDF directly in memory using io module.
  • Adds cryptographic signatures for document authenticity.

How to Find the Beat of a Song (BPM + Key)

Originally published on IFEELVOID . Play the song and count the pulse for 15 seconds. Multiply that number by four. If you counted 35 beats, the song is roughly 140 BPM.

  • Count beats in 15 seconds and multiply by four for BPM estimate
  • Use DAW's tap tempo for consistent average across 8 bars
  • Align DAW grid with clear downbeat for precise tempo adjustment

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