Idempotent APIs protect your application from duplicate requests caused by network issues or even client-side mistakes.

Abstract: Neural codecs have demonstrated strong performance in high-fidelity compression of audio signals at low bitrates. The token-based representations produced by these codecs have proven ...

# This file is used by Rack-based servers to start the application.

This repository contains Terraform scripts for provisioning a Google Cloud Platform (GCP) free-tier VM and an Ansible playbook for post-deployment configuration.

Pramod Muppala highlights how these innovations are not just improving operations but shaping the future of IT automation.