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Projects

Open-source tools and frameworks for AI-powered infrastructure, DevOps automation, and cloud engineering.

Self-Healing Infrastructure

Terraform modules for self-healing AWS infrastructure with CloudWatch alarms, Lambda auto-remediation, and EventBridge event-driven recovery.

Business impact

Reduces incident response toil and improves recovery speed for production workloads.

Auto-restart EC2 instances
ECS auto-scaling
Security group remediation
RDS recovery automation

TerraformAWSLambdaCloudWatchEventBridge

Claude Code DevOps Toolkit

CLAUDE.md templates, curated DevOps prompts, automation scripts, and project configurations for Claude Code workflows.

Business impact

Speeds up platform engineering delivery by standardizing AI-assisted DevOps workflows.

CLAUDE.md templates for Terraform, K8s, Python, CI/CD
Curated prompt library
Automation shell scripts
Project config examples

Claude CodeAIDevOpsAutomation

AWS AIOps Monitoring Stack

AI-powered AWS monitoring stack with CloudWatch, Lambda anomaly detection, Grafana dashboards, and intelligent alerting.

Business impact

Improves operational visibility and lowers alert fatigue for SRE and platform teams.

AI-powered log analysis
Anomaly scoring engine
Cost anomaly detection
Multi-channel alerting

AIOpsTerraformPythonCloudWatchGrafana

RAG Ops Knowledge Base

RAG-powered DevOps knowledge base with FastAPI, AWS Bedrock, OpenSearch Serverless, and Terraform infrastructure.

Business impact

Shortens troubleshooting time by making runbooks and cloud context instantly searchable.

Natural language ops queries
Runbook ingestion pipeline
Vector search with OpenSearch
AWS Bedrock LLM integration

RAGFastAPIBedrockOpenSearchPython

Kubernetes GitOps Blueprint

Production-ready Kubernetes GitOps blueprint with ArgoCD, Helm charts, Kustomize overlays, and Prometheus/Grafana monitoring.

Business impact

Increases release consistency and auditability across multi-environment Kubernetes platforms.

App-of-apps pattern
Multi-environment overlays
Prometheus + Grafana stack
GitHub Actions CI/CD

KubernetesArgoCDHelmKustomizeGitOps

DevOps Interview Handbook

Comprehensive DevOps interview prep with categorized Q&A, hands-on scenarios, architecture exercises, and study roadmaps.

Business impact

Helps engineering teams upskill faster and improve technical interview readiness.

100+ interview questions
Hands-on debugging scenarios
Architecture design exercises
30/60/90-day study roadmap

Interview PrepAWSTerraformKubernetesDevOps

Explorethefullcollection.

All repositories are open-source and ready for production use.

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