cloud-devops

An open-source tool to run any scheduled job on your infrastructure (Azure, Google, AWS). No daemon, no external dependencies, no subscription, and it works with your AI tools since all your code is in one place

Operationalize a Machine Learning Microservice API

End-to-end Jenkins CI/CD implementation on AWS EC2 covering Jenkins installation, Docker agent configuration, plugin setup, and pipeline-ready infrastructure for real-world DevOps workflows.

[Cloud & DevOps] Explain AWS cost drivers and review opportunities. Synthetic AWS-style billing reconciliation; Service/tag summaries and anomaly flags.

[Cloud & DevOps] Understand autoscaling under measured load. Replica calculator and containerized worker; Kubernetes probes, resource requests and HPA.

Secure local-first multi-modal medical assistant that converts 3D spatial telemetry and clinical conversations on the edge into anonymized vector code to reveal overlooked diagnostic insights.

[Cloud & DevOps] Measure local recovery under service failure. Two real local HTTP service processes; Primary failure, client fallback and restart.

[Cloud & DevOps] Ship a health-checked service through CI. Container build and delivery through GitHub Actions; Non-root runtime and read-only filesystem.