Trending Repos

An open source GitOps control plane for OpenTofu & Ansible - provision, configure and deploy across cloud, on-prem and hybrid, self-hosted and forever free.

DevSecOps XL Labs — a domain-agnostic CLI framework to drive hands-on learning labs across multiple repositories

500+ DevOps, SRE, security, cloud, and platform engineering interview questions across 40 topics - short answer, detail, worked example, and interview tips for each.

aws-bench measures how well AI agents and model combinations perform on real AWS work — diagnosing misconfigurations, provisioning infrastructure, and operating live cloud environments.

MCP server for automated AWS network architecture reviews - DX resiliency scoring, TGW topology, Cloud WAN discovery. 13 tools, boto3 only

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

Real-time log ingestion and anomaly detection pipeline using AWS Kinesis, OpenSearch, and Python for mock EC2 log generation and alerting.

Self-hosted Terraform & Helm orchestration - plan, gate, apply, and track drift, no SaaS required

☁️ Multi-cloud security configuration review for AWS, Azure, GCP, and OCI. Read-only audits mapped to CIS, SOC 2, PCI DSS, NIST 800-53, and HIPAA, with remediation tracking to verify fixes over time. ✅

A Claude skill for building real AWS architecture diagrams in draw.io instead of rounded rectangles. With verified AWS stencil names, group container styles and a validator

Smart cloud hygiene tool that scans your AWS account for dead resources and cleans them up automatically. Powered by Boto3, scikit-learn and a Flask dashboard. Research backed, production ready.

Internal agent platform on Amazon Bedrock AgentCore: interactive Claude Code cloud workspaces + headless agent kernels behind one portal, with publishing, scheduling, channels, memory, evals and governance

15-strategy algorithmic paper trading platform on AWS EC2 — systemd-supervised Python services, risk engine with kill-lines, market regime detection, and automated analytics pipeline

Hands-on toolkit for fine-tuning Gemma 4 on Amazon SageMaker across 5 self-contained tracks: JSON extraction, intent classification, summarization, domain QA, and multimodal receipt parsing. Covers synthetic data, LoRA/QLoRA SFT with optional GRPO, vLLM/SGLang/LMI serving, held-out evaluation, and a Bedrock Claude agentic loop.