vellankikoti/devops-learning-platform
Comprehensive learning platform for Kubernetes, Docker, AWS, and all DevOps tools
Comprehensive learning platform for Kubernetes, Docker, AWS, and all DevOps tools
This repo is for learn and explore troubleshoot-kubernetes-like-a-pro
Production Change Risk Analyzer — AI-assisted, policy-driven infrastructure change risk analysis for AWS CloudFormation
AI-assisted, evidence-based infrastructure change risk analysis system. Deterministic rules detect issues; AI explains and contextualizes.
AI-powered Kubernetes cluster management agent for platform engineers. 27 tools for EKS health checks, pod troubleshooting, scaling, networking, costs, and upgrades. Built on Amazon Bedrock AgentCore + Strands Agents.
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.
A complete, hands-on workshop for deploying, routing, securing, observing, scaling, and troubleshooting Kong Gateway on Kubernetes
Run Book / Operations Manual template for modern software systems
DevOps-All-In-One-Playground is a comprehensive resource for DevOps engineers to master tools like Git, Jenkins, Docker, Kubernetes, ArgoCD, Terraform, and observability stacks (Prometheus, Grafana, Jaeger). Easily deploy, monitor, and practice real-world DevOps scenarios, all within an adaptable and beginner-friendly setup.
Notes for my MLOps Zero to Hero Udemy course.
This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
Homebrew tap for Kubilitics desktop app — brew install --cask kubilitics
Live Kubernetes incident response agent — MCP Dev Summit Bengaluru 2026. OPA-style policy engine, human approval gate, scoped tokens, audit trail.
Operational AI with Docker
Complete AI agent layer: LLM providers, MCP tools, agentic pipeline, action engine — extracted from kubilitics brain + kotg-toolserver
Versioned wire contract between kubilitics core and kotg.ai
AI-assisted Kubernetes toil elimination. LLM-agnostic, policy-gated, audit-chained. Capstone of the mcp-k8s conference series.
Hands-on guide to deploying Next.js + Postgres + Redis on a bare-metal k3s cluster using three $5 VPS nodes. Covers ingress, cert-manager HTTPS, persistent volumes, and zero-downtime deploys.
Auditable AI-assisted Kubernetes incident remediation via MCP. OPA + Kyverno + short-lived per-action ServiceAccount tokens.
Observability for MCP server fleets — 9 query tools + zero-dep SDK. Detect tool abandonment before agents hallucinate.
Kubernetes deployment intelligence — 9 typed query tools + AI-synthesised risk briefs. CLI + MCP server.
Minimal Go gRPC sidecar that fronts LLM providers (Ollama/OpenAI/Anthropic) for the Kubilitics AI integration.