Topics / #aws

AWS projects on GitHub

Amazon Web Services cloud platform and the infrastructure built on it.

As of , the most-starred AWS projects on GitHub are TradingAgents (111.6K stars), system-design-101 (90.5K stars) and devops-exercises (84.9K stars). GitHub.Locker tracks 99 AWS repositories with 1.6M stars combined. The fastest-growing on October 16 was TradingAgents, with +155 stars in a day.

99Projects
1.6MStars in total
+867Stars in a day
Browse in the catalog →github.com/topics/aws ↗

Hot right now

Most stars gained in a day · Oct 16

+155

TradingAgents

TauricResearch/TradingAgents · ★ 111.6K

TradingAgents is a multi-agent LLM framework that simulates a trading firm: specialized agents analyze fundamentals, sentiment, news, and technicals, bull/bear researchers debate the findings, and a trader plus risk/portfolio manager team decide whether to execute the trade.

+107

mailcheap

marclou/mailcheap · ★ 1.2K

Mailcheap is a self-hosted newsletter app that sends through your own Amazon SES account, letting you write an issue, send it to your list, and publish it on the web for about $0.10 per 1,000 emails.

+68

celld

denoland/celld · ★ 5.8K

celld is an open-source daemon that lets you self-host a Cloudflare Workers application (Workers, Durable Objects, KV, Queues, D1, R2, Workflows, Cron Triggers, static assets) on your own machines instead of on Cloudflare's network, deployed straight from your existing wrangler.json.

+62

LibreChat

LibreChat-AI/LibreChat · ★ 45.8K

LibreChat is a self-hosted AI chat platform that unifies all major AI providers (OpenAI, Anthropic, Google, AWS Bedrock, Azure, Mistral, OpenRouter and more) in a single ChatGPT-like interface, with Agents, MCP support, Code Interpreter and Artifacts built in.

The all-time top

99 projects · by stars

  1. #1 · TauricResearch/TradingAgents

    TradingAgents

    TradingAgents is a multi-agent LLM framework that simulates a trading firm: specialized agents analyze fundamentals, sentiment, news, and technicals, bull/bear researchers debate the findings, and a trader plus risk/portfolio manager team decide whether to execute the trade.

    111.6K
  2. #2 · ByteByteGoHq/system-design-101

    system-design-101

    A free, visual collection of short explainers and cheat sheets covering core system design concepts (APIs, databases, caching, message queues, real-world company architectures) to help you understand how production systems work and prepare for system design interviews.

    90.5K
  3. #3 · bregman-arie/devops-exercises

    devops-exercises

    A massive collection of over 2600 DevOps and SRE interview questions and exercises covering Linux, networking, Kubernetes, AWS, Python, Ansible, Terraform, and many other technical topics.

    84.9K
  1. 4

    localstack

    65.1Klocalstack/localstack · Python

    LocalStack is a cloud service emulator that runs AWS services like Lambda, S3, DynamoDB, Kinesis, SQS and SNS entirely on your local machine or CI environment, so you can develop and test cloud apps without hitting a real AWS account.

  2. 5

    serverless

    46.9Kserverless/serverless · JavaScript

    The Serverless Framework is a tool that lets you build and deploy applications on AWS Lambda and other managed cloud services, so they auto-scale, cost nothing when idle, and need minimal upkeep.

  3. 6

    awesome-cheatsheets

    46.6KLeCoupa/awesome-cheatsheets · JavaScript

    A curated collection of cheatsheets covering popular programming languages, frameworks, databases, and development tools, each condensed into a single reference file.

  4. 7

    LibreChat

    45.8KLibreChat-AI/LibreChat · TypeScript

    LibreChat is a self-hosted AI chat platform that unifies all major AI providers (OpenAI, Anthropic, Google, AWS Bedrock, Azure, Mistral, OpenRouter and more) in a single ChatGPT-like interface, with Agents, MCP support, Code Interpreter and Artifacts built in.

  5. 8

    firecracker

    37.4Kfirecracker-microvm/firecracker · Rust

    Firecracker is an open-source virtualization technology for creating and managing secure, multi-tenant microVMs for container and function-based serverless workloads.

  6. 9

    og-aws

    36.5Kopen-guides/og-aws · Shell

    A free, community-maintained practical guide to Amazon Web Services — a living reference that consolidates links, tips, gotchas, and best practices, written by engineers who use AWS.

  7. 10

    vault

    36.4Khashicorp/vault · Go

    Vault is a tool for securely accessing secrets such as API keys, passwords, and certificates, giving you a unified interface with tight access control and detailed audit logging.

  8. 11

    uppy

    31Ktransloadit/uppy · TypeScript

    Uppy is a sleek, modular JavaScript file uploader for web browsers: it picks files from disk, webcam or cloud services, previews them and uploads to your backend, with optional processing afterwards.

  9. 12

    kestra

    29.7Kkestra-io/kestra · Java

    Kestra is an open-source, event-driven orchestration platform for building data, AI, and infrastructure workflows. You describe them in declarative YAML and manage everything from a built-in web UI.

  10. 13

    data-science-ipython-notebooks

    29.4Kdonnemartin/data-science-ipython-notebooks · Python

    A large curated collection of IPython/Jupyter notebooks covering the Python data science stack: deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, statistics with SciPy, pandas, matplotlib, NumPy, Kaggle competition analyses, big data (Spark, Hadoop MapReduce, HDFS), AWS, and command-line essentials.

  11. 14

    linkedin-skill-assessments-quizzes

    28.9KEbazhanov/linkedin-skill-assessments-quizzes · Python

    A free, open-source reference of answers to LinkedIn skill assessment quizzes: questions with the correct answers for tests in JavaScript, React, Python, Git, AWS Lambda, machine learning and more. It has nearly 29,000 GitHub stars.

  12. 15

    vagrant

    27.2Khashicorp/vagrant · Ruby

    Vagrant is a tool for building and distributing portable development environments that can run locally or in the cloud.

  13. 16

    floci

    26.9Kfloci-io/floci · Java

    Floci is a free, open-source local AWS emulator: it serves AWS-compatible APIs — S3, SQS, DynamoDB, Lambda, ECS and many more — from your own machine for development, testing, and CI, with no cloud account, auth token, or paid feature gates.

  14. 17

    pulumi

    25.8Kpulumi/pulumi · Go

    Pulumi is open source Infrastructure as Code: you write ordinary programming code, and the Pulumi CLI automatically provisions and manages your resources across clouds.

  15. 18

    autocomplete

    25.2Kwithfig/autocomplete · TypeScript

    IDE-style autocomplete for your terminal: as you type a command, Amazon Q Developer CLI (formerly Fig) suggests subcommands, options and arguments for hundreds of popular CLIs like git, npm, docker and aws.

  16. 19

    sops

    23.4Kgetsops/sops · Go

    SOPS (Secrets OPerationS) is an editor for encrypted files that supports YAML, JSON, ENV, INI and BINARY formats, encrypting values with AWS KMS, GCP KMS, Azure Key Vault, HuaweiCloud KMS, age, or PGP.

  17. 20

    vector

    22.7Kvectordotdev/vector · Rust

    An open-source, high-performance observability data pipeline: it collects, transforms, and routes your logs and metrics to any vendors you choose, so you keep control of your observability data. It is maintained by Datadog's Community Open Source Engineering team.

  18. 21

    mxnet

    20.8Kapache/mxnet · C++

    Apache MXNet is a deep learning framework designed for both efficiency and flexibility: it lets you mix symbolic and imperative programming, and a dynamic dependency scheduler automatically parallelizes operations on the fly.

  19. 22

    DevOps-Roadmap

    20.8Kmilanm/DevOps-Roadmap

    A step-by-step roadmap for becoming a DevOps engineer, organized as a sequence of topics with links to mostly free learning resources for each one.

  20. 23

    olmocr

    19.8Kallenai/olmocr · Python

    olmOCR is a toolkit that converts PDFs, PNGs, and JPEGs into clean Markdown or plain text with natural reading order, preserving equations, tables, and handwriting - built primarily to produce training datasets for LLMs.

  21. 24

    community-skeleton

    19.6Kuvdesk/community-skeleton · CSS

    UVdesk Community is a free, open-source helpdesk platform: a ticketing system for customer support built on the Symfony framework and backbone.js, covering tickets, mailboxes, a knowledge base and an extensible bundle system.

  22. 25

    kubespray

    18.8Kkubernetes-sigs/kubespray · Jinja

    Kubespray is a set of Ansible playbooks that deploys a production-ready, highly available Kubernetes cluster on cloud VMs or your own bare-metal servers.

  23. 26

    aws-cli

    17.3Kaws/aws-cli · Python

    The unified command line interface for Amazon Web Services — one aws command in your terminal to manage AWS services, published by the official aws organization.

  24. 27

    chaosmonkey

    17.2KNetflix/chaosmonkey · Go

    Chaos Monkey is a resiliency tool from Netflix that randomly terminates virtual machine instances and containers in your production environment, so engineers face failures often enough that they build services able to tolerate them.

  25. 28

    cvat

    16.9Kcvat-ai/cvat · Python

    CVAT is an open-source, self-hosted data annotation platform for building labeled datasets from images, video, and 3D point clouds, used for computer vision and visual AI projects.

  26. 29

    kops

    16.7Kkubernetes/kops · Go

    kOps (Kubernetes Operations) is a tool that creates, upgrades, and manages production-grade, highly available Kubernetes clusters, and also provisions the underlying cloud infrastructure for them.

  27. 30

    ag-ui

    16.6Kag-ui-protocol/ag-ui · TypeScript

    AG-UI is an open, lightweight, event-based protocol that standardizes how AI agents connect to user-facing applications — a shared event contract between an agent backend and the UI that shows its work.

  28. 31

    awesome-kubernetes

    16.1Kramitsurana/awesome-kubernetes · Shell

    A curated list of the best Kubernetes resources — links, guides, and books — inspired by Sindre Sorhus' awesome lists and maintained by the community since 2015.

  29. 32

    docker-android

    16Kbudtmo/docker-android · Python

    Docker-Android is a Docker image that ships a complete Android emulator in a container, built for Android app development and testing — native, web and hybrid apps.

  30. 33

    transfer.sh

    15.9Kdutchcoders/transfer.sh · Go

    An easy and fast file-sharing service for the command line: you upload a file and get back a shareable URL. This repo contains the server code, so anyone can run their own instance.

  31. 34

    Cookbook

    15.5Kandkret/Cookbook · Python

    A free online book (the Data Engineering Cookbook) that covers everything a data engineer needs to know, from basic engineering skills to advanced platform design, case studies and interview prep.

  32. 35

    mlops-zoomcamp

    15.4KDataTalksClub/mlops-zoomcamp · Jupyter Notebook

    A free 9-week course from DataTalks.Club that teaches MLOps fundamentals — productionizing machine learning services, from training and experimentation to deployment and monitoring.

  33. 36

    caprover

    15.2Kcaprover/caprover · TypeScript

    CapRover is a self-hosted platform-as-a-service (PaaS) that lets you deploy and manage web apps, APIs, and databases on your own server without manually configuring Docker or nginx.

  34. 37

    prowler

    15Kprowler-cloud/prowler · Python

    Prowler is an open-source cloud security platform that automates security and compliance checks across AWS, Azure, GCP, Kubernetes, M365, GitHub, and many other providers.

  35. 38

    terraformer

    14.5KGoogleCloudPlatform/terraformer · Go

    Terraformer is a CLI tool that generates Terraform configuration (tf/json) and state files from infrastructure that already exists in the cloud, essentially reverse-engineering Terraform code from live resources.

  36. 39

    litestream

    14.5Kbenbjohnson/litestream · Go

    Litestream is a standalone disaster recovery tool for SQLite: a background process that safely replicates database changes incrementally so you can recover after a failure.

  37. 40

    kopia

    14.4Kkopia/kopia · Go

    Kopia is an open-source backup and restore tool that creates encrypted, compressed, deduplicated snapshots of your files and directories and saves them to remote, cloud, network-attached, or local storage.

  38. 41

    gobuster

    14.2KOJ/gobuster · Go

    Gobuster is a fast, multi-threaded command-line tool written in Go for brute-forcing web directories/files, DNS subdomains, and virtual hosts, plus enumerating S3/GCS cloud storage buckets and TFTP files.

  39. 42

    awesome-aws

    14.2Kdonnemartin/awesome-aws · Python

    Awesome AWS is a curated list of AWS resources - official and community SDKs, CLI tools, open source repos, guides, books, blogs, and training material - organized by language and AWS service.

  40. 43

    flysystem

    13.6Kthephpleague/flysystem · PHP

    Flysystem is a file storage library for PHP. It gives you one interface to many filesystems, local or remote, so your code is not locked to a single storage vendor.

  41. 44

    git-secrets

    13.4Kawslabs/git-secrets · Shell

    git-secrets is a command-line tool that scans your git commits, commit messages, and merges to stop you from accidentally committing passwords, AWS keys, and other secrets.

  42. 45

    haoel.github.io

    13.1Khaoel/haoel.github.io · Shell

    A long-form Chinese guide by Bilibili engineer 左耳朵 (haoel) that walks through everything needed to bypass internet censorship (the GFW) by renting your own VPS and self-hosting a proxy, from choosing a server all the way to configuring clients on every device.

  43. 46

    aws-cdk

    12.9Kaws/aws-cdk · TypeScript

    AWS CDK is an open-source framework that lets you define AWS cloud infrastructure using real programming languages (TypeScript, Python, Java, .NET, Go) instead of writing raw templates, then provisions it through AWS CloudFormation.

  44. 47

    eureka

    12.7KNetflix/eureka · Java

    Eureka is a RESTful service used mainly in AWS cloud environments for service discovery, load balancing, and failover of mid-tier servers, originally built for Netflix's own infrastructure.

  45. 48

    infracost

    12.6Kinfracost/infracost · Go

    Infracost gives engineers, AI coding agents, and CI/CD pipelines cloud cost estimates and FinOps recommendations for Terraform, Terragrunt, CloudFormation, and AWS CDK before changes are deployed.

  46. 49

    encore

    12.5Kencoredev/encore · Go

    Encore is an open-source backend platform: you declare resources like databases, Pub/Sub and caches directly in code, run the whole system locally with real infrastructure, and deploy into your own AWS or GCP account.

  47. 50

    zerox

    12.3Kgetomni-ai/zerox · TypeScript

    Zerox is an open-source OCR and document-extraction tool powered by vision models: give it a PDF, DOCX or image and it returns Markdown — or structured data if you provide a schema.

  48. 51

    opensre

    12KTracer-Cloud/opensre · Python

    An open-source framework for building AI SRE agents that resolve production incidents on your own infrastructure — and a training and evaluation environment for those agents.

  49. 52

    Zappa

    11.8KMiserlou/Zappa · Python

    Zappa is a tool that packages and deploys Python WSGI web applications (built with Flask, Django, Bottle or Pyramid) to run serverlessly on AWS Lambda behind API Gateway, with no servers to manage.

  50. 53

    quickwit

    11.7Kquickwit-oss/quickwit · Rust

    Quickwit is an open-source, cloud-native search engine built for observability - log management and distributed tracing - that runs sub-second search directly on cloud storage like S3.

  51. 54

    aws-devops-zero-to-hero

    11.6Kiam-veeramalla/aws-devops-zero-to-hero · Python

    A 30-day structured curriculum teaching AWS from scratch for DevOps engineers, covering core services with daily lessons, hands-on projects, and interview questions.

  52. 55

    examples

    11.5Kserverless/examples · JavaScript

    A large collection of ready-to-deploy boilerplate services and examples for the Serverless Framework, covering AWS Lambda, Azure Functions, Google Cloud Functions and more, with patterns for REST/HTTP APIs, DynamoDB, S3, SQS, GraphQL, IoT, and MCP servers written in Node.js, Go, Java, and .NET.

  53. 56

    Sn1per

    11.5K1N3/Sn1per · Shell

    Sn1per is an offensive-security platform that bundles reconnaissance, vulnerability scanning, exploitation and reporting into one workspace, orchestrating 600+ exploits and 90+ third-party tools for pentesters and attack-surface-management teams.

  54. 57

    cas

    11.4Kapereo/cas · Java

    CAS (Central Authentication Service) is an enterprise multilingual identity provider and single sign-on server for the web: an open-source Java platform for centralizing authentication and authorization.

  55. 58

    vcluster

    11.4Kloft-sh/vcluster · Go

    vCluster creates Tenant Clusters: fully isolated virtual Kubernetes clusters, each with its own API server, CRDs, and RBAC, running on top of an existing Kubernetes cluster or standalone on bare metal.

  56. 59

    openai-node

    11.2Kopenai/openai-node · TypeScript

    This is the official TypeScript/JavaScript client library for the OpenAI REST API, auto-generated from OpenAI's OpenAPI specification, giving typed access to the Responses API, Chat Completions, Realtime API, and more.

  57. 60

    terraform-provider-aws

    11.1Khashicorp/terraform-provider-aws · Go

    This is the official HashiCorp Terraform provider for AWS, which lets Terraform create, update, and manage AWS resources through declarative configuration.

  58. 61

    chalice

    11.1Kaws/chalice · Python

    Chalice is a Python framework for writing serverless apps: you write ordinary Python functions, and it creates and deploys the AWS Lambda functions and REST APIs behind them.

  59. 62

    kedro

    11Kkedro-org/kedro · Python

    Kedro is an open-source Python framework for building production-ready data engineering and data science pipelines, using software engineering best practices to make them reproducible, maintainable, and modular.

  60. 63

    amazon-sagemaker-examples

    11Kaws/amazon-sagemaker-examples · Jupyter Notebook

    A collection of official Jupyter notebooks from AWS that demonstrate how to build, train, and deploy machine learning models using Amazon SageMaker.

  61. 64

    automq

    10.9KAutoMQ/automq · Java

    AutoMQ is a diskless, stateless fork of Apache Kafka that stores all log data on S3 or S3-compatible object storage instead of local disks, cutting cloud costs by up to 10x and removing cross-AZ traffic fees.

  62. 65

    autogluon

    10.8Kautogluon/autogluon · Python

    AutoGluon is an open-source Python library that automates machine learning: feed it your data and it delivers strong predictive performance in about three lines of code.

  63. 66

    skypilot

    10.7Kskypilot-org/skypilot · Python

    SkyPilot is an open-source system for running, managing, and scaling AI workloads — training, serving, batch inference — on any infrastructure: your own Kubernetes or Slurm clusters, reserved GPUs, or 20+ clouds.

  64. 67

    aws-doc-sdk-examples

    10.5Kawsdocs/aws-doc-sdk-examples · Java

    The official AWS repository of code examples showing how to use the AWS SDKs to work with AWS services. Many of these examples are injected straight into the AWS documentation and SDK Developer Guides.

  65. 68

    rsschool-app

    10.4Krolling-scopes/rsschool-app · TypeScript

    This is the web application that powers the RS School educational program, helping thousands of students become front-end, back-end, mobile, and data science engineers.

  66. 69

    metaflow

    10.3KNetflix/metaflow · Python

    Metaflow is an open-source Python framework for building, managing and deploying real-life AI and ML systems — from quick prototyping in notebooks to reliable production deployments.

  67. 70

    Jenkins-Zero-To-Hero

    10.1Kiam-veeramalla/Jenkins-Zero-To-Hero · Python

    A learning repo that walks through Jenkins from zero to hero: installing Jenkins, configuring Docker as a build agent, setting up CI/CD, and deploying apps to Kubernetes using Argo CD in a GitOps workflow.

  68. 71

    claude-code-action

    9.5Kanthropics/claude-code-action · TypeScript

    Claude Code Action is a GitHub Action from Anthropic that lets Claude answer questions and implement code changes directly in your repo's pull requests and issues. It activates on @claude mentions, issue assignments, or explicit automation prompts.

  69. 72

    openbao

    8.5Kopenbao/openbao · Go

    OpenBao is a software solution to manage, store, and distribute sensitive data such as secrets, certificates, and keys, including on-demand generation of dynamic credentials and encryption-as-a-service.

  70. 73

    openshorts

    6.7Kmutonby/openshorts · Python

    OpenShorts is an open source AI video platform that turns long videos into viral 9:16 shorts, generates AI UGC marketing videos with virtual actors, and provides free YouTube publishing tools, available self-hosted (free, MIT) or as a paid cloud service.

  71. 74

    server-survival

    6.4Kpshenok/server-survival · JavaScript

    Server Survival is an interactive 3D tower-defense-style game where you play a Cloud Architect, building and scaling cloud infrastructure to survive growing traffic and DDoS attacks while learning real cloud architecture concepts.

  72. 75

    SWE-bench

    6KSWE-bench/SWE-bench · Python

    SWE-bench is a benchmark that tests large language models on real GitHub issues: the model gets a codebase plus an issue and must produce a patch that resolves it. An automated harness scores the patches.

  73. 76

    celld

    5.8Kdenoland/celld · Rust

    celld is an open-source daemon that lets you self-host a Cloudflare Workers application (Workers, Durable Objects, KV, Queues, D1, R2, Workflows, Cron Triggers, static assets) on your own machines instead of on Cloudflare's network, deployed straight from your existing wrangler.json.

  74. 77

    aidlc-workflows

    5.4Kawslabs/aidlc-workflows · TypeScript

    AI-DLC turns AI coding assistants into structured, verifiable software-delivery workflows, running a single harness-neutral core across Claude Code, Kiro, Codex CLI, Cursor, opencode, and GitHub Copilot.

  75. 78

    ministack

    5Kministackorg/ministack · Python

    MiniStack is a free, open-source local emulator for AWS that lets you run over 60 AWS services on your machine for development and testing.

  76. 79

    cookbook

    4.1Kcursor/cookbook · TypeScript

    A collection of small, standalone examples for building on top of Cursor's agent platform, covering Cursor Hooks, self-hosted Cloud Agents, the Cursor SDK, a coding-agent CLI, and even third-party integrations with xAI's Grok.

  77. 80

    omnigraph

    1.3KModernRelay/omnigraph · Rust

    Omnigraph is a lakehouse-native graph database that acts as the operational state and coordination layer for fleets of AI agents, combining graph traversal, vector search, and full-text search with Git-style branching so many agents can enrich a shared knowledge graph safely.

  78. 81

    mailcheap

    1.2Kmarclou/mailcheap · JavaScript

    Mailcheap is a self-hosted newsletter app that sends through your own Amazon SES account, letting you write an issue, send it to your list, and publish it on the web for about $0.10 per 1,000 emails.

  79. 82

    onedump

    994liweiyi88/onedump · Go

    Onedump is a command-line database administration tool that backs up (and restores) MySQL and PostgreSQL databases to various storage destinations like local disk, S3, Google Drive, Dropbox, or SFTP.

  80. 83

    ai-maestro

    82123blocks-OS/ai-maestro · TypeScript

    AI Maestro is a dashboard that lets you orchestrate many AI coding agents (Claude Code, Codex, Grok Build, and others) from one place, with persistent memory, a code graph, and agent-to-agent messaging across multiple machines.

  81. 84

    jevbox

    727extend-hq/jevbox · TypeScript

    Jevbox is a full stack, permission-aware document library you self-host, with a spatial file browser, organization-wide sharing, hierarchical search, and source-grounded AI chat over your documents.

  82. 85

    agent-safe-pipeline

    688decionis/agent-safe-pipeline · TypeScript

    Agent-Safe Pipeline is a reference implementation of an 'Execution Authority' architecture that sits between AI agents or APIs and consequential HTTP actions: it intercepts the action, asks Decionis whether it is authorized, and only forwards it if a single-use grant is issued, otherwise holding it for a human or refusing it, with every decision leaving tamper-evident evidence.

  83. 86

    overmind

    662overmind-core/overmind · Python

    Overmind points at your AI agent's codebase and production traces, then turns them into a fine-tuned model that is benchmarked against metrics you define and served through one unified API — no separate ML infrastructure to build.

  84. 87

    apex-inference-chip

    581SigmanticAI/apex-inference-chip · Python

    APEX is an open, verification-first hardware design for LLM inference: one transformer decoder layer written in real RTL that runs Qwen2.5-0.5B on an FPGA, with every circuit block checked bit-exact against a software golden model.

  85. 88

    claude-ops

    546Lifecycle-Innovations-Limited/claude-ops · Shell

    A plugin that turns Claude Code into a business operating system: one /ops:go command surfaces infrastructure health, CI/CD status, a unified inbox, open PRs, sprint state and revenue (Stripe + RevenueCat + AWS), with autonomous C-suite agents that act on your behalf.

  86. 89

    AI-Engineering-Lab

    318zorost/AI-Engineering-Lab · Jupyter Notebook

    A free, self-paced 24-week AI engineering course by Zorost Intelligence AI Lab that takes a motivated beginner from Python to production-grade AI systems: ML, LLMs, RAG, fine-tuning, agents and MCP, the major clouds, and Databricks.

  87. 90

    k8scout

    258k8scout/k8scout · Go

    k8scout is a single-binary tool you drop into a compromised Kubernetes pod to automatically map every realistic attack path from that foothold to cluster-admin, node escape, secret theft, or cloud IAM takeover.

  88. 91

    neckbeard

    245bealesh/neckbeard · Go

    A Claude Code plugin that turns an app repo into cloud infrastructure on AWS, GCP, or Azure, using a human-maintained catalog of tested OpenTofu modules, plus a cost estimate shown before anything is deployed.

  89. 92

    cynative

    223cynative/cynative · Go

    Cynative is an open-source AI agent framework that gives LLMs live, read-only access to your AWS, Azure, GCP, Kubernetes, GitHub and GitLab infrastructure so you can ask security questions and run cloud security posture and detection checks.

  90. 93

    ApexAgents-SkyRL-Recipe

    217Mercor-Intelligence/ApexAgents-SkyRL-Recipe · Python

    It's a complete, public recipe for RL-training knowledge-work agents on Mercor's APEX-Agents data, built on the open-source SkyRL training library and the open-source harbor sandbox/grading toolkit. It's the companion code for Mercor's 'Training Frontier Knowledge Work Agents' blogpost.

  91. 94

    artifact-server

    215plannotator/artifact-server · TypeScript

    Artifact Server is an open-source, self-hostable alternative to Claude Code's artifacts feature. It gives people and AI agents one place to publish, review, comment on, version, and share artifacts (HTML, images, video, code) created while building products, with a built-in MCP server for direct agent access.

  92. 95

    forge

    213cisco-open/forge · HCL

    ForgeMT is an open-source platform from Cisco for running self-hosted GitHub Actions runners on your own AWS accounts — ephemeral EC2 runners and Kubernetes ARC runner scale sets, operated as code across many tenant repos.

  93. 96

    redStackPRO

    161devZero-Security/redStackPRO · Python

    redStackPRO is a web canvas for designing red team attack infrastructure and defensive Active Directory cyber ranges; you compose a topology visually, and it exports a ready-to-run Terraform and Ansible working directory that you deploy yourself.

  94. 97

    full-stack-data-engineering

    145schumannx/full-stack-data-engineering · Python

    A full reference implementation of a streaming data warehouse on AWS: playback events flow from Kafka into a five-zone S3 Iceberg lake, get modeled with Kimball dimensional design, and are served through Athena SQL and HTML reports, all orchestrated by self-hosted Apache Airflow 3.

  95. 98

    walgithub

    134rgodha24/walgithub · Rust

    walgit is a self-hosted git server that runs as a single binary in front of an S3 or GCS bucket instead of a database or local disk. The bucket is the repository, and every running instance is just a disposable cache, so you can add or kill servers without coordination.

  96. 99

    object-permanence

    97hokindeng/object-permanence · Python

    This is the official codebase for the paper 'Training Object Permanence in World Models' (arXiv:2609.28654). It bundles a Blender-based data factory that renders videos of objects persisting through occlusion, plus a training stack that teaches this behavior to a world model on AWS Trainium2.

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