Mark Beacom

Scalable user load testing tool written in Python

WeMush Open Labeling Standard

The AWS Config Rules Development Kit helps developers set up, author and test custom Config rules. It contains scripts to enable AWS Config, create a Config rule and test it with sample ConfigurationItems.

Automated Amazon EKS cluster upgrade

The Pydantic Gemini Processor to be used with Gemini's genai-processors

A free platform for managing sports teams, leagues, and clubs. Simplify your season with tools for rostering, scheduling, and communication. Docs: https://openleague.dev/

A URL Fetch Gemini Processor to be used with Gemini's genai-processors

Basic python binary wrapper

This project is an opinionated python template

A showcase of Gemini processors for building agents versus without them

GenAI Processors is a lightweight Python library that enables efficient, parallel content processing.

AWS Fargate Fast Autosaler - A Serverless Implementation that Triggers your Fargate Autoscaling in Seconds

No description.

Plugins, skills, agents, and related resources to facilitate daily productivity, engineering, or other tasks.

Demo of Kiro SDD

DataStax Python Driver for Apache Cassandra

No description.

CircleCI doesn't have a concept of organizational management of webhooks -- let's change that.

Gorilla: An API store for LLMs

AWS I&A Terraform Module Standards

Python library to enable you to run custom AWS Config Rules at scale, using Lambda Layer.

No description.

Terraform module which creates AWS ECS resources 🇺🇦

AWS Control Tower Account Factory

Terraform module which creates VPC resources on AWS

The AWS EKS Accelerator for Terraform is a framework designed to help deploy and operate secure multi-account, multi-region AWS environments. The power of the solution is the configuration file which enables the users to provide a unique terraform state for each cluster and manage multiple clusters from one repository. This code base allows users to deploy EKS add-ons using Helm charts.

User guide for the AWS Cloud Development Kit (CDK).

Set up your GitHub Actions workflow with a specific version of Python

Watching what's up with your CDK apps since 2019

The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code

NGINX-based Media Streaming Server

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

Test all the CloudFormation things! (with TaskCat)

Custom pre-commit hooks

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

AWS CloudSaga - Simulate security events in AWS

Poetry plugin for dynamically extracting the package version from a __version__ variable or a Git tag.

Python library to enable you to run custom AWS Config Rules at scale, using Lambda Layer.

Open source project to help accelerate and ease observability setup on AWS environments

No description.

Welcome to the AWS Distro for OpenTelemetry project. If you're using monitoring and observability tools for AWS products and services, this is a great place to ask questions, request features and network with other community members.

No description.

A command line tool that validates AWS IAM Policies in a Terraform template against AWS IAM best practices

Using machine learning to predict whether a mushroom is edible or not.

💫 Toolkit to help you get started with Spec-Driven Development

A guided lab for MCP security and best practices

Django friendly finite state machine support

A new type of shell

🐚bash/POSIX-compatible shell implemented in Rust 🦀

Enterprise-ready CI/CD reference for Microsoft Foundry AI agents, with parallel GitHub Actions and Azure DevOps pipelines, evaluation-driven quality gates, and controlled promotion across Dev, Test, and Production.

Educational demo: CI/CD lifecycle for Microsoft Foundry agents — SDK-based deployment, per-environment configs, evaluation quality gates, GitHub Actions + Azure DevOps pipelines, Bicep IaC

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

SkillLens: a framework for studying model-generated agent skills across the full raw experience generation → skill extraction → skill consumption lifecycle.

Claude Code skill: Fast code and file search using ripgrep, ast-grep, fd, rga, tokei

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

No description.

A vector index built on TurboQuant, written in Rust with Python bindings

better agentic engineering

No description.

A python interface for interacting with the Ethereum blockchain and ecosystem.

Ethereum ABI utilities for python

No description.

No description.

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Kafka Cassandra Plugin

python async mini orm with fastapi in mind and pydantic validation

No description.

Multi-platform SDK for integrating GitHub Copilot Agent into apps and services

Guide mycology research workflows using WeMush's MCP server for specimen tracking, research projects, cultivation analytics, and strain catalog exploration.

A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.

The WeMush Python library for specimen labels standard WOLS

The WeMush JavaScript/TypeScript library for specimen labels standard WOLS

Templates that create needed permissions in an account to be scanned by ProwlerPro

Prowler is the Open Cloud Security for AWS, Azure, GCP, Kubernetes, M365 and more. As agent-less, it helps for continuous monitoring, security assessments & audits, incident response, compliance, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, ENS and more

Prowler Studio is an AI assistant that helps you to create threat detection checks, remediations and update compliance frameworks for Prowler. It can be used as a CLI tool or as a web application.

Open-source Next.js adapter for AWS

Deploy a NextJS application using AWS CDK

Define infrastructure resources using programming constructs and provision them using HashiCorp Terraform

No description.

A model-driven approach to building AI agents in just a few lines of code.

Demo of GitHub's Spec Kit with Claude Code

Demo GitHub Spec Kit

A modern Python library for efficiently scraping LinkedIn.

The little ASGI framework that shines. ✨

A simple, performant and scalable Jax LLM!

This repo demonstrates Gemini's automatic URL context capabilities

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

A collection of sample agents built with Agent Development (ADK)

AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

No description.

The Giscus Discussions repository for MarkBeacom.com

🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo

No description.

Fork of locust-cloud on MIT license

Model Context Protocol Servers

A guide to smart contract security best practices

Security analysis tool for Ethereum smart contracts

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

A declarative JavaScript library for application development using cloud services.

Author your AWS Lambda functions in Go, effectively.

The Mesosphere Universe package repository.

Inspects Python source files and provides information about type and location of classes, methods etc

Code for Command-Line Rust (O'Reilly, 2022, ISBN 9781098109417) https://learning.oreilly.com/library/view/command-line-rust/9781098109424/

Serverless ASGI

Zimagi module for collecting data from NOAA weather station data

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

cloudendure-python step functions and lambdas but using pulumi to deploy

A RISC (https://www.riscnetworks.com/) API python client and CLI. Python 3.6+ - Work in progress

A Python 3.7+ client and utilities for CloudEndure - Work In Progress

TailAdmin is a Next.js and Tailwind CSS free, open-source admin dashboard template. Provides developers with the necessary tools, components, pages to build a full-featured back-end, dashboard, or admin panel for any web project.

Curator: Tending your Elasticsearch indices

Media2Cloud on AWS solution is designed to demonstrate a serverless ingest framework that can quickly setup a baseline ingest workflow for placing video assets and associated metadata under management control of an AWS customer.

No description.

Chiselled Ubuntu for Python projects - https://ubuntu.com/engage/chiselled-ubuntu-images-for-containers

Crawl a site to generate knowledge files to create your own custom GPT from a URL

📦 The default bucket for Scoop.

No description.

No description.

Terraform, but pinned to just before the LICENSE change to BSL.

An orb that simplifies deployment to Amazon's Elastic Container Service (ECS). Supports both EC2 and Fargate launch types.

🚧 [Under Development] EKS cluster upgrade guidance

Examples and guides for using the OpenAI API

No description.

A program which ensures source code files have copyright license headers by scanning directory patterns recursively

CNCF Jaeger, a Distributed Tracing Platform

Kubeless function runtimes: https://kubeless.io/docs/runtimes/

SRS is an industrial-strength live cluster, with simple code and best conceptual integrity.

Introduction to the AWS CDK - Workshop

Drone is a Continuous Delivery platform built on Docker, written in Go

Check CDK applications for best practices using a combination of available rule packs

A solution which enables a multilingual conversational platform, facilitating the creation of applications using voice and text

A cross-account and cross-region solution that allows customers to automatically start and stop EC2 and RDS Instances

The Customizations for AWS Control Tower solution combines AWS Control Tower and other highly-available, trusted AWS services to help customers more quickly set up a secure, multi-account AWS environment using AWS best practices.

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Terraform module which creates SNS topic and Lambda function which sends notifications to Slack

A Python framework to write Kubernetes operators in just a few lines of code

Unbearably fast O(1) runtime type-checking in pure Python.

File system crawler, disk space usage, file search engine and file system analytics powered by Elasticsearch

The AWS Image Reflector is intended to be a tool that can be used to easily mirror official docker hub registry hosted images to secondary registries like AWS ECR

OpenTelemetry instrumentation for Python modules

Surround360 is Facebook's open source hardware and software for capturing stereoscopic 3D 360 video for VR. The repo contains hardware designs, as well as software for camera control and rendering.

A high performance, concurrent http client library for python with gevent

Amazon EKS Helm chart repository

OpenTelemetry Python API and SDK

Splunk distribution of OpenTelemetry Python

Kubernetes Operator for OpenTelemetry Collector

AWS Distro for OpenTelemetry Python

No description.

No description.

Splunk's official Ansible role for installing Splunk, upgrading Splunk, and installing apps/addons on Splunk deployments (VM/bare metal)

No description.

Run Splunk heavy forwarders in Docker Swarm for high availability, security, and reduced cost!

Splunk Software Development Kit for Python

Classic load balancer to Application load balancer copy utility

A layer for AWS Lambda that allows your functions to use `git` and `ssh` binaries

Curated applications for Kubernetes

No description.

A collection of DoD and Federal Government Cloud Computing Resources

No description.

A tool for inspecting and analyzing EVM based blockchains. Blockchain explorer for Ethereum networks.

Define Kubernetes native apps and abstractions using object-oriented programming

It's not just a linter that annoys you!

An EKS-D Kubernetes distribution for desktop

An opinionated base CDK python project template for use with Copier

Zimagi - Modular Data Integration, Processing, and Distribution Platform

Pure Python MySQL Client

RFCs for the AWS CDK

AWS Organizations Service Control Policies (SCPs) written in HashiCorp Terraform.

No description.

The Open edX platform, the software that powers edX!

No description.

Documenting the GitOps principles & other GitOps WG

Library and command-line utility for rendering projects templates.

No description.

A new generation of project generators

Catalog for aggregating CDK Constructs

😎CNCF Special Interest Group on Security -- secure access, policy control, privacy, auditing, explainability and more!

Example projects using the AWS CDK

No description.

About running Java in Docker container.

No description.

Generate HTTP load and plot the results in real-time

A repository of development container definitions for the VS Code Remote - Containers extension and GitHub Codespaces

No description.

Django Rest + Vue JS Template

A database migrations tool for Tortoise-ORM.

A collection of higher-level aws cdk constructs: slack-approval-workflow, #slack & msteams notifications, chatops, blue-green-container-deployment, codecommit-backup, OWASP dependency-check, contentful-webhook, github-webhook, stripe-webhook, static-website, pull-request-check, pull-request-approval-rule, codepipeline-merge-action, codepipeline-check-parameter-action...

Least privilege AWS IAM Terraformer

Amazon Alexa Skills Kit integration for Django -- PENDING ADOPTION

Lens - The Kubernetes IDE

Python Lambda Chrome Automation (naming pending)

No description.

BaseJumper client based on kepler.gl

AWS Serverless Application Model (AWS SAM) prescribes rules for expressing Serverless applications on AWS.

A Workshop for AWS Security Hub Integration, Prioritization, and Response

Web app for hosting asciicasts

Cdk Cosmos Packages