Awesome Lists¶

AI and Machine Learning¶

MLOps¶

Resources¶

• (2026) visenger/awesome-mlops: Awesome MLOps [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A structured directory detailing operational machine learning (MLOps) packages, pipeline orchestrators (Kubeflow, MLflow), and feature store architectures. Essential for platform teams bridging data science workflows with production-grade Kubernetes automation frameworks.

API Development¶

API Gateway¶

Resources (1)¶

• (2026) Awesome API Gateway [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — An extensive catalog mapping API Gateway engines, ingress controllers, and edge proxy configurations (including Envoy, Kong, and APISIX). Essential for routing microservice traffic safely across network partitions. Serves as a great architectural guide for configuring traffic shaping, rate limiting, and authentication.

API Management¶

Resources (2)¶

• (2026) Awesome API Management Tools ⭐ 86 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A directory focused on API design portals, lifecycle management tools, and specification utilities (like OpenAPI/Swagger). This list aids enterprise architects in establishing API-first development strategies and internal developer platform registries. It supports transition pathways from monolithic configurations to service meshes.

Artificial Intelligence¶

MLOps (1)¶

Kubernetes Machine Learning¶

• (2026) github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow 🌟 ⭐ 227 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A specialized resource index focusing on running machine learning operations (MLOps) natively on Kubernetes through Kubeflow. Detail-oriented guides cover automated model training, pipeline orchestration, hyperparameter tuning, and high-concurrency model serving.

Cloud Native¶

GitOps¶

Argo Project Ecosystem¶

• (2026) akuity/awesome-argo 🌟 ⭐ 2449 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A duplicate entry detailing the CNCF Argo ecosystem configurations. Outlines progressive application delivery strategies, canary deployments, declarative cluster state reconciliations, and custom Argo plugins.

Continuous Delivery Operators¶

• (2026) Awesome-GitOps ⭐ 1696 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — The canonical index of GitOps tools, configuration structures, and continuous deployment runtimes originally compiled by Weaveworks. While Weaveworks itself shifted, this directory remains structurally fundamental for ArgoCD and Flux setups.

Infrastructure Automation¶

• (2026) gitops-resources [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A specialized index charting GitOps design architectures applied to infrastructure provisioning. Focuses on push-based vs. pull-based reconciliation loops and declarative configurations for cloud providers.

Kubernetes Ecosystem¶

Cloud Native Architectures¶

• (2026) Awesome Cloud Native [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A central web portal framing the CNCF landscape, offering production-tested system diagrams, cloud architectural patterns, and guides. Essential for platform architects implementing service meshes, GitOps pipelines, and multi-tenant containers.

Observability¶

Telemetry and Metrics¶

• (2026) github.com/adriannovegil/awesome-observability: Awesome Observability 🌟 ⭐ 636 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A highly structured catalog mapping telemetry collection systems, including OpenTelemetry exporters, Prometheus metric architectures, Grafana monitoring boards, and continuous system profiling dashboards.

Security¶

Container Hardening¶

• (2026) koslib/awesome-containerized-security 🌟 [MARKDOWN CONTENT] [COMMUNITY-TOOL] — An open repository cataloging security scanners, image validation standards, and host sandboxing tools. Aids DevSecOps engineers in hardening continuous integration pipelines and preventing privilege escalation exploits within cluster nodes.

DevSecOps Integration¶

• (2026) sottlmarek/DevSecOps: Ultimate DevSecOps library 🌟 ⭐ 6760 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [ENTERPRISE-STABLE] — A comprehensive reference detailing methodologies, pipeline security patterns, and scanners for DevSecOps implementation. Provides instructions on integrating static and dynamic analysis, secrets detection, and compliance gates within continuous delivery pipelines.

DevSecOps Tools¶

• (2026) hahwul/DevSecOps ⭐ 2127 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] — A highly structured index cataloging security automation software, container scanning scripts, dependency checkers, and automated risk analysis systems. Essential for hardening software supply chains.

Runtime Threat Detection¶

• (2026) developer-guy/awesome-falco [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — A highly focused registry of integrations, plugins, and custom configurations for CNCF Falco runtime security. It assists DevSecOps engineers in designing threat-detection pipelines that filter syscall anomalies across microservices and cluster nodes in real time.

Serverless Architecture¶

AWS Lambda Design¶

• (2026) github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) 🌟 ⭐ 680 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A production-grade Python template integrating modern serverless software development patterns. Outlines robust architectures for logs parsing, tracing using AWS X-Ray, input schemas validation, and fast deployment using AWS Lambda Powertools.

Continuous Delivery¶

CI-CD Pipelines¶

Multi-Cloud Continuous Delivery¶

• (2026) Awesome Spinnaker ⭐ 13 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] — A developer resource library for Spinnaker continuous delivery engines. Details advanced declarative pipeline patterns, blue-green delivery topologies, and integration guidelines for multi-cloud deployments.

Curation¶

Awesome Lists (1)¶

Cloud Native (1)¶

• (2023) rootsongjc/awesome-cloud-native 🌟 ⭐ 2413 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An extensive library mapping the CNCF Cloud Native landscape, detailing Service Meshes, dynamic storages, logging setups, and database drivers. Provides platform architects with a systematic catalog to structure and maintain resilient, cloud-agnostic application footprints.

Operators¶

• (2023) github.com/calvin-puram: Awesome Kubernetes Operator Resources ⭐ 245 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A specialized guide indexing SDKs, patterns, and source repositories for writing Kubernetes Operators. It provides concrete references on the Operator SDK, Kubebuilder framework, and controller-runtime systems, allowing platform developers to build automated, stateful management controllers.

Scalability¶

• (2023) Awesome Scalability ⭐ 71720 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — A legendary repository outlining the structural design patterns for massive, highly available backend systems. Covering microservices coordination, message brokers, caching schemas, and consensus databases, this represents the gold standard for backend systems architects.

Deployment and Delivery¶

CICD and Delivery¶

Resource Portals¶

• (2025) Awesome CI/CD 🌟 ⭐ 1999 [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — An extensive curated list capturing modern DevOps platforms, delivery engines, automated linting, security scanning, and container validation tools, acting as a foundational technical index for engineering teams.

DevOps and Platform Engineering¶

Interview Preparation¶

Reference Guides¶

• (2026) bregman-arie/devops-exercises 🌟 ⭐ 82758 [PYTHON/YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] — A massive curated repository containing thousands of questions, answers, and hands-on exercises covering Linux, Jenkins, Docker, Kubernetes, Ansible, Terraform, AWS, and system design. (Live Grounding: With over 82k stars, it stands in 2026 as the preeminent resource for preparing systems engineers and validating platform architecture skills).

Infrastructure¶

Docker Compose¶

Reference Architectures¶

• (2026) Awesome Compose 🌟 ⭐ 45540 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Awesome Compose is an official, highly curated repository of declarative multi-container topologies using Docker Compose. It showcases optimal configuration patterns for databases, caching layers, application servers, and microservices (e.g., PostgreSQL, Redis, Elasticsearch, Go, Python, React). It represents a critical, high-impact reference architecture for platform engineers standardizing local development setups.

Infrastructure and Operations¶

Containerization¶

Container Internals¶

• (2026) github.com/iximiuz: Awesome Container Tinkering ⭐ 719 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A technical reference compilation dedicated to container design internals, tracing host namespaces, Linux cgroups, and direct OCI runtime interaction. Valuable for platform engineers building deep mechanical knowledge under the standard Docker and Kubernetes virtualization abstractions.

DevOps and SRE Engineering¶

Best Practices¶

• (2026) andredesousa/devops-best-practices ⭐ 53 [MARKDOWN CONTENT] 🌟 [COMMUNITY-TOOL] [GUIDE] — An opinionated checklist detailing architectural best practices for logging formats, schema migrations, system health monitoring, and security setups. Helps engineering teams establish healthy container operational standards.

Infrastructure as Code¶

Enterprise Documentation¶

• (2026) developer.hashicorp.com 🌟 [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — The consolidated technical documentation hub detailing the modern HashiCorp system suite, including Terraform, Consul, Vault, and Nomad. Serves as the primary authority for configuring declarative hybrid-cloud environments and enterprise microservices security.

Site Reliability Engineering¶

Incident Management Tools¶

• (2026) SquadcastHub/awesome-sre-tools ⭐ 1462 [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] — A structured index mapping tools for alert routing, synthetic checking, chaos validation, on-call scheduling, and postmortem generation. Ideal for configuring automated operational responses and reducing MTTR.

SLOs and SLIs¶

• (2026) steveazz/awesome-slo: Awesome SLOs ⭐ 280 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A highly practical resource library mapping Service Level Objectives (SLOs) and Service Level Indicators (SLIs). Curates specialized tooling and calculators designed to help teams construct resilient alerting networks and manage operational error budgets.

Observability and Monitoring¶

Application Performance Monitoring¶

APM Curated Resources¶

• (2021) github.com/antonarhipov/awesome-apm: Awesome APM [MARKDOWN CONTENT] [COMMUNITY-TOOL] — A curated catalog of application performance monitoring (APM) tools, open-source agents, telemetry protocols, and platform engines. It indexes distributed tracing setups, heap profiling engines, and instrumentation libraries across mainstream programming frameworks.

Programming Languages¶

C¶

.NET Core¶

• (2026) thangchung/awesome-dotnet-core [C# CONTENT] [LEGACY] — A curated compilation of high-performance libraries, database connectors, and microservice architectures written for modern cross-platform .NET. This list is invaluable for engineering teams porting legacy Windows-based services into Linux containers and serverless platforms. Provides standard blueprints for enterprise API systems.

Go¶

Resources (3)¶

• (2026) Awesome Go 🌟 ⭐ 175407 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools.

Java¶

Resources (4)¶

• (2026) Awesome Java 🌟 ⭐ 48210 [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A premier directory of validated Java frameworks, high-performance serialization libraries, and microservices engines like Spring Boot, Quarkus, and Micronaut. Essential for legacy modernization projects and enterprise-grade distributed systems. Remains a foundational handbook for enterprise JVM optimization.

Software Engineering¶

Open Source Software¶

SaaS Alternatives¶

• (2026) runacapital/awesome-oss-alternatives: Awesome open-source alternatives to' SaaS 🌟 ⭐ 19234 [MARKDOWN CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] — An architectural directory showcasing open-source, self-hostable equivalents to commercial SaaS platforms. Helps enterprise tech architects mitigate vendor lock-in, streamline data compliance, and deploy privacy-centric containerized services locally.

Software Architecture¶

Design Patterns¶

• (2026) awesome-architecture.com: 🎨 Awesome Software Architecture 🌟 [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] — A curated knowledge portal aggregating patterns, architectural templates, and engineering articles regarding distributed systems, cloud design, and high-concurrency microservices. Useful for staff engineers designing high-throughput, fault-tolerant networks.

Microservices Design¶

• (2026) Awesome microservices ⭐ 14325 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] — The premier comprehensive catalog charting microservices design patterns, distributed consensus engines, API gateways, tracing tools, and event-streaming buses. Essential for building scalable, decoupled service meshes.

💡 Explore Related: About | Demos | Kubernetes

🔗 See Also: Postman | Angular