Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
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Software to automate the management and configuration of infrastructure and applications at scale.
- python
- configuration-management
- remote-execution
- infrastructure-management
Build, Manage and Deploy AI/ML Systems
- machine-learning
- model-management
- ai
- ml
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.
《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
- accelerator
- ai-infra
- ai-infrastructure
- book
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
- python
- cloud-management
- configuration-management
- remote-execution
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
- python
- machine-learning
- infrastructure
- reproducible-research
Accelerated deep learning R&D
Highly available elephant herd: HA PostgreSQL cluster using Docker
Build better AWS infrastructure
- aws
- cloudformation
- infrastructure
- python
Automated Red Team Infrastructure deployement using Docker
MeetDo — open-source Meeting-to-Action AI by 筑听 · JKinco Listen. Self-hosted live meetings, local ASR/LLM, structured minutes, DOCX/PDF.
- docker
- fastapi
- funasr
- local-first
Kubernetes 自动化运维与迁移工具：阿里云 3 主 HA、Compose→K8s、Terraform、Kubekey、部署验证与故障排查。Kubernetes automation, migration and ops toolkit.
- aliyun
- devops
- docker-compose
- k8s
A docker container to simplify and secure the use of Infrastructure as Code (IaC)
AWS CDK construct for AWS Chalice
- aws-chalice
- aws-cdk
- cdk-chalice
A framework for keeping biomedical text mining result up-to-date
- bionlp
- text-mining
- infrastructure
- python
Network probing tool crafted for datacenters (but not only)
- datacenter
- network
- probing
- scapy
Extract documentation from Ansible modules
- python
- ansible
- documentation
- ansible-modules
A script to automate the creation of cloud infrastructure for hash cracking.
- redteam-infrastructure
- redteaming
- pentest-tool
- password-cracker
🛡️ Static security scanner (SAST) for Ansible playbooks, roles, and collections. 1,000+ rules across 30+ categories detecting malicious code, RCE, hardcoded credentials, and supply-chain risk. Outputs SARIF, CycloneDX SBOM, and GitLab SAST. SLSA Build Level 3, Sigstore-signed.
- ansible
- ansible-playbook
- devsecops
- infrastructure-as-code