Python for DevOps repo with useful python scripts to learn and implement in your day-to-day devops automation tasks.

High-fidelity, anycloud emulators running in your laptop. For DevOps programming, testing, and simulation.

Self-Hosted AI Agent for Kubernetes & DevOps. Approval-Gated. Deterministic Control Loop.

97% of AWS capabilities, 3% complexity

A robust shell script for automated backup and restore of n8n workflows, credentials, and environment variables to GitHub. Supports interactive and non-interactive modes, Alpine and Ubuntu containers, and includes comprehensive error handling.

Websocket balancer is a stateful reverse proxy for websockets with non disruptive transparent switching from one backend to another in event of a failure.

PR Guardian AI automatically reviews pull requests using advanced AI analysis. It identifies code issues, security risks, performance problems, and provides actionable suggestions directly inside GitHub pull requests.

Multi-agent system for software development

AI Agent Runtime Engine: Long-lived sessions for Claude Code & OpenCode

Mattermost Data Retention Using Docker Compose

A manager,registry,broker, and infrastructure to manage , deploy and use MCP servers.

This is a gitHub Action workflow for IBM DevOps Automation Rational Functional Tester

This is a gitHub action workflow for IBM DevOps Automation Performance Test

this is a gitHub action work for IBM DevOps Automation Rational Integration Tester

Multi-Domain Voice Automation Platform - The Swiss Army Knife of Voice Automation. One voice interface enables unlimited automation across weather, system monitoring, network infrastructure, trading, DevOps, and more via iPhone Shortcuts + Siri integration.

An AI agent that generates docker compose for applications then saves all of them then executes them and finally provide feedback if failure to AI model.

A multi-agent framework that generates, modifies, and debugs CI/CD pipelines through conversation.

AI-powered spec-driven development framework with 26+ specialized subagents, mandatory TDD, immutable architectural constraints, and automated quality gates — enforcing zero technical debt from ideation to release.

A 3-Tier Web Application deployed using Docker, Docker Compose, and Ansible.

Multi-agent orchestration for DevOps & Distributed Systems. Features 5 operational modes: Autopilot (autonomous), Swarm (map-reduce style concurrency), Architect (diagram generation), Sentinel (security auditing), and Eco-Mode (token-efficient AST parsing). Zero-latency TUI.