Companion code for the book The Self-Healing Pipeline: How I Taught My CI/CD Pipeline to Fix Itself at 2 AM
ใใปใญใฅใชใใฃใใงใใฏใใฆใใฎไธ่จใงใMacใปใชใใธใใชใปGitHubใปVercelใปAWSใปGmailใ่ชญใฟๅใๅฐ็จใงๆจชๆญ็นๆคใใ Claude Code ในใญใซ
Universal Command Line Interface for Amazon Web Services
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
Prowler is the worldโs most widely used open-source cloud security platform that automates security and compliance across any cloud environment.
Python Serverless Microframework for AWS
Build, Manage and Deploy AI/ML Systems
AWS SDK for Python (Boto3)
Open source MCP Servers for AWS
The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
A library that allows you to easily mock out tests based on AWS infrastructure.
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM
Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources
Probabilistic time series modeling in Python
A collection of useful CloudFormation templates
Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real databases. Free forever. MIT licensed.
troposphere - Python library to create AWS CloudFormation descriptions
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
The Pants Build System
CloudGoat is Rhino Security Labs' "Vulnerable by Design" AWS deployment tool
Serverless Python
Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.
A developer toolkit to implement Serverless best practices and increase developer velocity.
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
CloudFormation Linter
Python Packages as AWS Lambda Layers
A library for training and deploying machine learning models on Amazon SageMaker
FinOps and cloud cost optimization tool. Supports AWS, Azure, GCP, Alibaba Cloud and Kubernetes.
Open-source IoT Gateway - integrates devices connected to legacy and third-party systems with ThingsBoard IoT Platform using Modbus, CAN bus, BACnet, BLE, OPC-UA, MQTT, ODBC and REST protocols.
IAM Least Privilege Policy Generator
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
Multi-cloud OSINT tool. Enumerate public resources in AWS, Azure, and Google Cloud.
AWS Lambda support for ASGI applications
Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.
Generic templated configuration management for Kubernetes, Terraform and other things
Minimal reproduction of OneRec
โ
Serverless patterns. Learn more at the website: https://serverlessland.com/patterns.
A registry of publicly available datasets on AWS
[Node, Python, Java] Repository of sample Custom Rules for AWS Config.
Automated CAPTCHA solver for Python.
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.
The low-level, core functionality of boto3 and the AWS CLI.
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
Build better AWS infrastructure
Multi-agent orchestration for AI coding CLIs โ Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions
asyncio support for botocore library using aiohttp
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
๐ฒ "awslocal" - Thin wrapper around the "aws" command line interface for use with LocalStack
One stop shop for running AI/ML on AWS.
AWS Skills for Agents
Useful skills for agents and claws.
MinIO Client SDK for Python
Helping developers to use AWS Graviton2, Graviton3, and Graviton4 processors which power the 6th, 7th, and 8th generation of Amazon EC2 instances (C6g[d], M6g[d], R6g[d], T4g, X2gd, C6gn, I4g, Im4gn, Is4gen, G5g, C7g[d][n], M7g[d], R7g[d], R8g).
An open-source, ontology-based semantic context accelerator that enables AI agents to make more accurate, consistent, and explainable decisions.
Runs checks to see if an EKS cluster follows EKS Best Practices.
Real-world AI penetration testing engineer for authorized assessments โ built-in cloud module covering AWS/Azure/GCP + Aliyun/Tencent/Huawei clouds. Built on Claude Agent SDK
A WDL, CWL and Python API supporting easy-to-use workflow engine. It is scalable, efficient and cross-platform (Linux/macOS).