awesome-nan

Awesome NaNLABS

[Changelog](#) | [Contributing](https://github.com/nanlabs/awesome-nan/tree/main/CONTRIBUTING.md)
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This is a curated list of all the Open Source examples and projects we have at NaN Labs.

Contents

Apps and Boilerplates

Name Description Keywords
Agent Toolkit NaNLABS skills, agents, plugins, MCP integrations and reusable workflows for AI agents across Claude Code, Cursor, Copilot, OpenCode and other compatible clients. AI Agents, MCP, Skills, Plugins, Workflows, Claude Code, Python
Automation Seed A robust end-to-end automation framework built on WebdriverIO v7 and Selenium, leveraging Selenoid for execution. It includes features like Allure reporting, TypeScript support, and CI/CD integration with GitHub Actions. Automation Framework, Selenium, WebdriverIO, Selenoid, Allure Reporting, TypeScript, GitHub Actions, GitHub Pages
AWS Glue ETL Boilerplate A comprehensive boilerplate for AWS Glue ETL jobs, featuring infrastructure deployment with the Serverless Framework and local development using DevContainers or Docker Compose. Includes Python Shell and PySpark job examples. AWS Glue, ETL, Python, PySpark, Serverless Framework, DevContainers, Docker Compose, Jupyter Notebook
Basic AWS Glue ETL example app A simplified yet practical example of an AWS Glue application. It uses the Serverless Framework for infrastructure deployment and supports local development with DevContainers or Docker Compose. AWS Glue, ETL, Python3, PySpark, Serverless Framework, DevContainers, Docker Compose, Jupyter Notebook
FastAPI Example with PostgreSQL and Serverless Framework A REST API built with FastAPI and PostgreSQL, deployed to AWS Lambda using the Serverless Framework. Includes database migrations with Alembic. Python3, FastAPI, PostgreSQL, Serverless, AWS Lambda, Alembic
FastAPI Simple example with Docker Compose and PIP A lightweight FastAPI example demonstrating containerization with Docker Compose and dependency management with PIP. Python3, FastAPI, Docker, PIP
FastAPI with MongoDB and Docker Compose A REST API built with FastAPI and MongoDB, containerized using Docker Compose for seamless development and deployment. Python3, FastAPI, MongoDB, Docker, Docker Compose
Geospatial Python Urban Analysis with PostGIS A comprehensive geospatial data analysis project for urban environments, featuring analysis of pedestrian zones, transportation networks, census data, and geographic boundaries. Built with PostgreSQL/PostGIS, Docker, and GeoPandas for efficient spatial queries, ETL pipelines, and geospatial machine learning models. Python3, GeoPandas, PostGIS, PostgreSQL, Docker, Geospatial Analysis, Urban Planning, ETL, Machine Learning, Jupyter Notebook, Folium, Matplotlib, Scikit-learn, Rasterio, GIS
Golang REST API boilerplate A comprehensive REST API boilerplate in Golang, featuring CRUD operations, structured logging, rate limiting, unit and integration tests, and API documentation with Swagger. Includes Docker Compose for MongoDB setup and tools like Gorilla Mux, Zap, and Mockery for streamlined development. Golang, REST API, MongoDB, Gorilla Mux, Go Swagger, Tollbooth, Zap, Viper, Mockery, Makefile, Pre-commit, Docker, Docker Compose, DockerTest, Swagger, Rate Limiting, Logging, Testing
LangGraph SLS FastAPI RAG A Proof of Concept (POC) for a Retrieval Augmented Generation (RAG) system using LangGraph, deployed with the Serverless Framework on AWS Lambda. It integrates FastAPI for API development and DynamoDB for state management. Python3, FastAPI, LangGraph, Serverless Framework, AWS Lambda, DynamoDB, Docker, RAG, Retrieval Augmented Generation
React Boilerplate A robust boilerplate for starting React projects with Vite, featuring CI/CD setup, Docker integration, hot reload for development, and production-ready optimizations. React, Boilerplate, Vite, CI/CD, Docker
SQLC with Go, PostgreSQL, Docker Compose A REST API built with Go and SQLC, showcasing database operations with PostgreSQL and containerized development using Docker Compose. Golang, SQLC, PostgreSQL, Docker, Docker Compose
Storybook Playground An application showcasing examples of React components, hooks, and libraries developed in the Nancy.js repository. It serves as a playground for testing and demonstrating these features using Storybook. React, Storybook, Nancy.js, Component Library
Terraform AWS Starter Get started quickly with AWS infrastructure using a robust Terraform starter kit incorporating secure state management, VPC configuration, security groups, RDS provisioning, secrets management, SSM parameter store, and GitHub Actions integration! Terraform, Terraform Modules, Infrastructure as Code, AWS, VPC, RDS, RDS Aurora, MongoDB, GitHub Actions, SSM Parameter Store, Secrets Management, Security Groups, Super Linter
TypeScript Monorepo Boilerplate A boilerplate for creating TypeScript monorepo projects using Turborepo, with support for NPM workspaces, Changesets, and a complete development setup. TypeScript, Turborepo, Monorepo, Boilerplate, React, NPM Workspaces, Changesets, ESLint, Prettier, Jest, Nest.js, Storybook

Node Packages

Name Description Keywords
@nanlabs/eslint-config A shared ESLint configuration to enforce consistent coding standards across JavaScript projects. ESLint, Code Style, JavaScript
@nanlabs/eslint-config-next An ESLint configuration designed for Next.js projects, ensuring adherence to best practices and consistent coding standards. ESLint, Next.js, TypeScript, Code Style
@nanlabs/eslint-config-react An ESLint configuration optimized for React projects, promoting best practices and consistent code style. ESLint, React, TypeScript, Code Style
@nanlabs/eslint-config-ts An ESLint configuration tailored for TypeScript projects, ensuring consistent and error-free TypeScript code. ESLint, TypeScript, Code Style
@nanlabs/fp A TypeScript library offering functional programming utilities, including type guards, error handling, and other tools to write cleaner, more maintainable code. Functional Programming, TypeScript, Utilities, Error Handling
@nanlabs/react-hooks A collection of reusable React hooks designed to simplify state management, side effects, and other common patterns in React applications. React, Hooks, Custom Hooks, State Management
@nanlabs/react-thirdparty A React library offering components that integrate with third-party services like Google ReCaptcha, enabling seamless external integrations. React, Components, Third-Party Integrations, Google ReCaptcha
@nanlabs/react-ui A comprehensive library of React components designed to accelerate UI development with a consistent design system. React, Components, UI, Design System, Reusable
@nanlabs/thirdparty A utility library providing tools for integrating third-party services into web applications, including support for APIs like Google ReCaptcha. Third-Party Tools, Integrations, Web Development

Examples

Frontend

React

Name Description Keywords
GenAI Conversational UI Patterns Design patterns for AI chat experiences: citations, personalization, privacy, accessibility, chunking, multimodality, memory, feedback, and errors. GenAI, Chat, Conversational UI, UX Patterns, AI
Markstream React Streaming Markdown A React + Vite example showing how to progressively render incomplete Markdown as an AI response arrives. It uses a local mock stream and markstream-react. React, Vite, Streaming Markdown, AI Chat, Markstream
Nielsen Heuristics Evaluation Guide Score any interface against Jakob Nielsen’s 10 usability heuristics with a practical 1-5 rubric for design reviews and QA. Usability, Heuristics, UX, Accessibility, Best Practices
Visual UI Code Generation Tools Matrix When to use v0, Plasmic, Builder.io, or Locofy for design-to-code, with a comparative matrix and use-case recommendations. Code Generation, Figma, v0, Prototyping, Best Practices

Website Optimization and Performance

Name Description Keywords
Supercharge Your Website with Core Web Vitals A guide to optimizing website performance and SEO using Core Web Vitals, with practical tips and tools for delivering exceptional user experiences. Core Web Vitals, SEO, Performance, User Experience

React State Management

Name Description Keywords
AgileTs An example showcasing the use of AgileTs for scalable and maintainable state management in React applications. React, AgileTs, State Management
Akita An example illustrating the use of Akita for state management in React applications. React, Akita, State Management
Context An example showcasing the use of React Context to share data between components efficiently. React, Context API, State Management
Effector An example showcasing the use of Effector for reactive state management in React applications. React, Effector, State Management
Global State An example illustrating how to implement a global state using React Hooks for centralized state management. React, Global State, State Management
Hookstate An example demonstrating the use of Hookstate for efficient and scalable state management in React applications. React, Hookstate, State Management
Jotai An example illustrating the use of Jotai for atomic state management in React applications. React, Jotai, State Management
MobX An example demonstrating the use of MobX for bidirectional state management in React applications. React, MobX, State Management
MobX State Tree An example illustrating the use of MobX State Tree for bidirectional state management in React applications. React, MobX State Tree, State Management
NextJS with SWR An example demonstrating the use of SWR with NextJS for efficient data fetching and mutation. NextJS, SWR, React, Data Fetching
Prop Drilling An example demonstrating how to pass data from a parent component to a child component using props in React. React, Props, State Management
React Easy State An example demonstrating the use of React Easy State for bidirectional state management in React applications. React, React Easy State, State Management
React Query An example demonstrating the use of React Query for efficient data fetching and caching in React applications. React, React Query, Data Fetching
Recoil An example demonstrating the use of Recoil for efficient state management in React applications. React, Recoil, State Management
Redux Toolkit An example demonstrating the use of Redux Toolkit for unidirectional state management in React applications. React, Redux Toolkit, State Management
Rematch An example showcasing the use of Rematch for unidirectional state management in React applications. React, Rematch, State Management
Rxjs An example demonstrating the use of Rxjs for reactive programming and state management in React applications. React, Rxjs, Reactive Programming
Storeon An example showcasing the use of Storeon for lightweight state management in React applications. React, Storeon, State Management
SWR An example showcasing the use of SWR for efficient data fetching and caching in React applications. React, SWR, Data Fetching
Teaful An example showcasing the use of Teaful for lightweight and simple state management in React applications. React, Teaful, State Management
The Ultimate React State Management Framework An article presenting a step-by-step framework for making informed decisions in React state management, ensuring robust and maintainable applications. React, State Management, Framework, Best Practices
Unistore An example illustrating the use of Unistore for unidirectional state management in React applications. React, Unistore, State Management
Valtio An example showcasing the use of Valtio for bidirectional state management in React applications. React, Valtio, State Management
XState An example illustrating the use of XState for managing state with finite state machines in React applications. React, XState, State Management
Zustand An example illustrating the use of Zustand for unidirectional state management in React applications. React, Zustand, State Management

Microfrontend

Name Description Keywords
Microfrontend with Shared React Router and React Application An example demonstrating a microfrontend project with shared React Router in a container application and independent React application. React, Microfrontend, Shared Router, Integration
Microfrontend with Shared React Router and React Components An example showcasing a microfrontend project with shared React Router and React components for seamless integration. React, Microfrontend, Shared Router, Integration
Microfrontend with Shared React Router and Vue Application An example showcasing a microfrontend project with shared React Router in a container application and independent Vue application. React, Vue, Microfrontend, Shared Router, Integration

Styling and CSS

Name Description Keywords
Comparative Analysis between styled-components and Tailwind CSS An article presenting a comparative analysis of styled-components and Tailwind CSS, focusing on practical implementations of a UI challenge using both libraries. CSS, styled-components, Tailwind CSS, UI Challenge

Virtual Dom

Name Description Keywords
Proof of Concept: Million, The Virtual DOM Replacement for React. A proof of concept showcasing Million as a virtual DOM replacement for React, with comparative performance analysis. React, Million, Virtual DOM, Performance

Security Best Practices

Name Description Keywords
React Security Best Practices Guide A checklist providing React security best practices to identify and address security issues, with guidance on automating security testing. React, Security, Best Practices, Automated Testing

NextJs

Name Description Keywords
NextJS with SWR An example demonstrating the use of SWR with NextJS for efficient data fetching and mutation. NextJS, SWR, React, Data Fetching

React Native

Expo
Name Description Keywords
React Native with expo router An example demonstrating the use of expo router for efficient navigation in React Native applications. React Native, Expo, Navigation
React Native with expo router and shared routes An example showcasing the use of expo router with shared routes for seamless navigation in React Native applications. React Native, Expo, Shared Routes

Clipboard Integration

Name Description Keywords
Navigator Clipboard API Integration Guide A detailed guide to integrating the Navigator Clipboard API into web applications for seamless content sharing and enhanced user experience. Clipboard API, Integration, User Experience

DevOps

A/B Testing

Name Description Keywords
AWS CloudWatch Evidently An in-depth analysis and proof of concept demonstrating how to integrate AWS CloudWatch Evidently with a Node.js application for A/B testing and feature flag management. AWS CloudWatch, CloudWatch Evidently, A/B Testing, Feature Flags, Node.js
Feature flags post by Atlassian A guide by Atlassian on progressively exposing features using feature flags, authored by Ian Buchanan. Feature Flags, Best Practices

Shell Scripting and CLI Tools

Name Description Keywords
Bash as a Wrapper Utility An example showcasing how to use Bash as a wrapper utility for other languages and tools, enhancing script reusability and modularity. Shell Scripting, Utilities, Bash
Bash as a Wrapper Utility with Easy Options An advanced example of using Bash as a wrapper utility, incorporating Easy Options for argument parsing. Shell Scripting, Utilities, Easy Options, Bash
Parsing Shell Script Arguments with Easy Options An example demonstrating how to simplify shell script argument parsing using the Easy Options library. Shell Scripting, Utilities, Easy Options
ShellCheck for Shell Scripting Learn how to use ShellCheck to lint your shell scripts and catch potential issues before they become a problem. Tutorial, ShellCheck, Shell Scripting, Automation
When to use Shell Scripts A Google guide outlining best practices for determining when to use shell scripts in development and operations. Shell Scripting, Best Practices, Utilities

Continuous Integration, Delivery and Deployment

Name Description Keywords
Actionlint Playground A static checker for GitHub Actions workflow files, helping to identify syntax and logic issues. GitHub Actions, Actionlint, CI/CD
Automate Pull Requests Reviews using Danger This workflow automates the initial review of Pull Requests using Danger.js. It helps lint rote tasks in daily code review and codifies team norms. GitHub Actions, Danger.js, Code Review, Automation
Automating Pull Request Review using DangerJS and GitHub Actions Learn how to automate Pull Request (PR) reviews using DangerJS and GitHub Actions. Automating PR reviews helps enforce coding standards, catch potential issues, and improve code quality in your GitHub repository. Tutorial, GitHub Actions, DangerJS, Pull Request, Automation
Automation Seed example Different workflows to validate the code and deploy an automation report page. GitHub Actions, Automation, CI/CD
aws-github-oidc-provider (Terraform Module) GitHub Actions OIDC authentication for AWS without storing long-lived credentials. GitHub Actions, OIDC, Security
Markdown Lint This workflow validates the Markdown files in the repository using the markdownlint action. GitHub Actions, Markdown Lint, CI/CD
React Boilerplate CI Workflows Different workflows to validate the code and deploy a React application. GitHub Actions, React, CI/CD
Shell Check This workflow validates the shell scripts in the repository using the shellcheck action. GitHub Actions, Shell Check, CI/CD
Terraform Check This workflow validates the Terraform files in the repository using the terraform action. GitHub Actions, Terraform, CI/CD
The Ultimate Guide to AI-Assisted Development Principles, guardrails, redaction rules, per-stage AI workflows, and a copy-paste prompt library. AI, Guardrails, Prompts, MCP, Best Practices
The Ultimate Guide to Architecture Decision Records When to write ADRs, standard structure, review process, blank template, and a worked example. ADRs, Architecture, Documentation, Best Practices
The Ultimate Guide to Branching Strategies Trunk-based, feature branch, Gitflow, GitHub Flow, GitLab Flow, and centralized workflows compared, with MVP guidance and conventional commits. Git, Branching, Trunk-Based, Gitflow, Conventional Commits
The Ultimate Guide to Code Review Tools A guide where we present a curated selection of modern tools designed to revolutionize your code review process! Code Review, Code Review Tools
The Ultimate Guide to Definition of Ready and Done Task lifecycle, DoR/DoD checklists, and the six-layer validation model for continuous quality. Definition of Ready, Definition of Done, Validation, Workflow
The Ultimate Guide to Incident Management and RCA Bug vs incident, escalation rules, incident report template, and two worked examples with root cause analysis. Incidents, RCA, Postmortems, Reliability, Best Practices
The Ultimate Guide to Meetings and Decision Logs Meeting templates, lifecycle, AI-assisted minutes workflow, and decision log and agreement templates. Meetings, Decision Log, Documentation
The Ultimate Guide to Multi-Squad Engineering Scaling to autonomous squads: shared vs local practices, transition playbook, sync routines, and Spotify model comparison. Squads, Scaling, Governance, Agile
The Ultimate Guide to PRD and TRD Product vs technical requirements documents: what goes in each, best practices, and copy-paste templates. PRD, TRD, Requirements, Documentation
The Ultimate Guide to Project Assessments Maturity-based project evaluation: management and technical units, 1-5 rubrics per domain, and AI-native readiness. Assessments, Maturity, Quality Indicators, Governance
The Ultimate Guide to Pull Requests and Code Reviews Comprehensive guide on creating effective pull requests and conducting thorough code reviews. This guide provides an overview of best practices, common pitfalls, and tools to automate and streamline the review process. Pull Requests, Code Reviews, Best Practices, Automation, GitHub Actions, DangerJS
The Ultimate Guide to Task Templates and Estimation Epic, task, and bug templates plus story-point estimation tables, techniques, and iteration capacity planning. Estimation, Story Points, Planning, Templates, Agile
The Ultimate Guide to Team Onboarding Role-based onboarding checklists for developers and PMs, with environment, access, and first-task guidance. Onboarding, Checklists, Documentation
TODOs to GitHub Issues This tutorial shows how to create a GitHub Action that converts TODO comments into GitHub issues. GitHub Actions, TODOs, Issues, Automation

Containers, Orchestration and Serverless

Containers and Compositions (Docker, Docker Compose, Buildpacks and more)
Name Description Keywords
Airflow and Spark environment using Docker and Docker Compose Dockerfile and compose.yml to run Airflow locally with initialization scripts. Docker, Docker Compose, Airflow, Spark
AWS Cognito local using Docker Compose compose.yml to run Cognito locally. Docker, Docker Compose, Cognito, AWS
AWS Glue using Docker and Docker Compose Dockerfile and compose.yml for AWS Glue development with AWS Glue Libs, Spark, Jupyter Notebook, AWS CLI among other tools. Docker, Docker Compose, AWS Glue, Spark, Jupyter Notebook, AWS CLI
AWS Neptune using Docker and Docker Compose Dockerfile and compose.yml to run AWS Neptune locally with initialization scripts. Docker, Docker Compose, AWS Neptune
Docker Compose NestJS Starter App Docker Compose starter app for NestJS. Docker, Docker Compose, NestJS, Node.js
Embracing the Power of LocalStack for AWS Emulation A comprehensive guide highlighting the benefits of using LocalStack for AWS service emulation. The blog post covers various LocalStack examples for Docker and Serverless setups and explores its application in local development, CI, and more. LocalStack, AWS, Docker, Serverless, DevOps, CI, Local Development
FastAPI Simple example with Docker Compose and PIP A lightweight FastAPI example demonstrating containerization with Docker Compose and dependency management with PIP. Python3, FastAPI, Docker, PIP
FastAPI with MongoDB and Docker Compose A REST API built with FastAPI and MongoDB, containerized using Docker Compose for seamless development and deployment. Python3, FastAPI, MongoDB, Docker, Docker Compose
Geospatial Python Urban Analysis with PostGIS A comprehensive geospatial data analysis project for urban environments, featuring analysis of pedestrian zones, transportation networks, census data, and geographic boundaries. Built with PostgreSQL/PostGIS, Docker, and GeoPandas for efficient spatial queries, ETL pipelines, and geospatial machine learning models. Python3, GeoPandas, PostGIS, PostgreSQL, Docker, Geospatial Analysis, Urban Planning, ETL, Machine Learning, Jupyter Notebook, Folium, Matplotlib, Scikit-learn, Rasterio, GIS
Localstack using Docker and Docker Compose Dockerfile and compose.yml to run Localstack locally with all the necessary services. This example also includes a script to create the necessary resources in Localstack. The provided examples are for DynamoDB, S3, SQS and Kinesis. Docker, Docker Compose, Localstack, DynamoDB, S3, SQS, Kinesis
Microsoft SQL Server using Docker and Docker Compose Dockerfile and compose.yml to run Microsoft SQL Server locally with initialization scripts. Docker, Docker Compose, Microsoft SQL Server
MongoDB + Mongo Express using Docker and Docker Compose Dockerfile and compose.yml to run MongoDB and Mongo Express locally with initialization scripts. Docker, Docker Compose, MongoDB, Mongo Express
PostgreSQL using Docker and Docker Compose Dockerfile and compose.yml to run PostgreSQL locally with initialization scripts. Docker, Docker Compose, PostgreSQL
Python Buildpack Buildpack example for Python applications. Buildpack, Python
Serverless LocalStack with S3 and DynamoDB Serverless Framework example to run lambda functions locally using Serverless Offline with LocalStack. It provides a full local development environment using Serverless LocalStack. Serverless Framework, Serverless Offline, Serverless LocalStack, LocalStack, S3, DynamoDB
SQLC with Go, PostgreSQL, Docker Compose A REST API built with Go and SQLC, showcasing database operations with PostgreSQL and containerized development using Docker Compose. Golang, SQLC, PostgreSQL, Docker, Docker Compose
Verdaccio with Docker Compose Example Verdaccio is a lightweight private npm proxy registry. This example shows how to run Verdaccio locally using Docker Compose. Docker, Docker Compose, Verdaccio, Node Package Manager
WordPress Docker Compose Magic Experience the magic of WordPress with this Docker Compose configuration. It seamlessly combines the power of Nginx, WordPress, and MySQL/MariaDB to create a delightful web environment. The lightweight Nginx handles incoming requests, custom configurations shape the entrance to the WordPress realm, and MariaDB ensures a robust database foundation. Explore the enchanting WordPress Wonderland locally or deploy it to the cloud effortlessly. Docker Compose, Web Hosting, Content Management, PHP, Nginx Configuration, MariaDB Database, MySQL Database
Development and Cloud Environments
Name Description Keywords
AWS Glue DevContainer for AWS Glue development. Uses docker-compose to run VSCode attached to a container with all the necessary tools to develop AWS Glue jobs such as AWS Glue Libs, Spark, Jupyter Notebook, AWS CLI among other tools. Docker, Docker Compose, DevContainers, VSCode DevContainer, GitHub Codespaces, AWS Glue, Spark, Jupyter Notebook, AWS CLI
Exploring DevContainers: A Versatile Development Environment Solution Introduction to Development Containers (DevContainers), a solution to create development environments with a unique approach to address specific development environment needs DevContainer, VSCode DevContainer, GitHub Codespaces, Docker, Docker Compose
Kubernetes
Name Description Keywords
aws-eks (Terraform Module) Opinionated wrapper for EKS clusters with VPC CNI optimization, node group management, OIDC integration, and production-ready defaults. Kubernetes, OIDC, Node Groups, Monitoring
Ingress Ingress example using NGINX Ingress Controller. You can run this example locally using Minikube. Kubernetes, Ingress, NGINX Ingress Controller
Medium Complexity Infrastructure (Terraform Example) Medium-complexity setup with EKS, RDS, Bastion, and custom IAM. Shows microservices infrastructure with best practices. Kubernetes, Database, Bastion, IAM
Tilt + Minikube Development Environment Seamless, efficient, and developer-friendly Kubernetes development environment using Tilt and Minikube. Kubernetes, Tilt, Minikube, Development Environment, MicroServices

Low Code solutions

AWS Amplify
Name Description Keywords
AWS Amplify + NextJS 13 AWS Amplify example to deploy a NextJS v13 application to the Cloud. AWS Amplify, NextJS, NextJS 13
aws-amplify-app (Terraform Module) Opinionated wrapper for AWS Amplify App with integrated GitHub PAT management, optimized for React/Node.js apps. Frontend, CI/CD, GitHub Integration, Parameter Store
Simple Web App (Terraform Example) Deploy a simple web application using AWS Amplify and a custom VPC. Demonstrates frontend hosting, GitHub integration, and secure infrastructure. Frontend, Amplify, VPC, Parameter Store

Infrastructure as Code

Serverless Framework, SAM and CloudFormation
Name Description Keywords
AWS AppSync + Python Serverless Framework example to deploy an AWS AppSync API using Python. It also has a local development environment using Serverless Offline. Serverless Framework, AWS AppSync, Python
AWS AppSync + TypeScript Serverless Framework example to deploy an AWS AppSync API using TypeScript. It also has a local development environment using Serverless Offline. Serverless Framework, AWS AppSync, TypeScript
AWS Cognito Local Example AWS Cognito local environment with Docker and Serverless offline Serverless Framework, Serverless Offline, AWS, Cognito, Docker
AWS Glue with Python Shell and PySpark Jobs Serverless Framework example to deploy an AWS Glue job using Python Shell and PySpark. Serverless Framework, AWS Glue, Python Shell, PySpark
DocumentDB Cluster Serverless Framework example to deploy a DocumentDB cluster with all the necessary resources. Serverless Framework, DocumentDB
Embracing the Power of LocalStack for AWS Emulation A comprehensive guide highlighting the benefits of using LocalStack for AWS service emulation. The blog post covers various LocalStack examples for Docker and Serverless setups and explores its application in local development, CI, and more. LocalStack, AWS, Docker, Serverless, DevOps, CI, Local Development
FastAPI Example with PostgreSQL and Serverless Framework A REST API built with FastAPI and PostgreSQL, deployed to AWS Lambda using the Serverless Framework. Includes database migrations with Alembic. Python3, FastAPI, PostgreSQL, Serverless, AWS Lambda, Alembic
LangGraph SLS FastAPI RAG A Proof of Concept (POC) for a Retrieval Augmented Generation (RAG) system using LangGraph, deployed with the Serverless Framework on AWS Lambda. It integrates FastAPI for API development and DynamoDB for state management. Python3, FastAPI, LangGraph, Serverless Framework, AWS Lambda, DynamoDB, Docker, RAG, Retrieval Augmented Generation
Neo4j in EC2 Serverless Framework example to deploy a Neo4j instance in EC2. Serverless Framework, Neo4j, EC2
RDS Postgres Instance Serverless Framework example to deploy a RDS Postgres instance with all the necessary resources. Serverless Framework, RDS Postgres
RDS Postgres Instance with Serverless VPC Plugin Serverless Framework example to deploy a RDS Postgres instance with all the necessary resources using Serverless VPC Plugin. Serverless Framework, RDS Postgres, Serverless VPC Plugin
Serverless + FastAPI Serverless Framework example to deploy a FastAPI application using Python. It also has local development environment using Serverless Offline. Serverless Framework, Serverless Offline, FastAPI, Python
Serverless Bundle Plugin Example Serverless Framework example to deploy a lambda function using Middy, the stylish Node.js middleware engine for AWS Lambda and Serverless Bundle Plugin. Serverless Framework, Middy, Serverless Bundle Plugin, TypeScript
Serverless LocalStack with S3 and DynamoDB Serverless Framework example to run lambda functions locally using Serverless Offline with LocalStack. It provides a full local development environment using Serverless LocalStack. Serverless Framework, Serverless Offline, Serverless LocalStack, LocalStack, S3, DynamoDB
Serverless Middy Serverless Framework example to deploy a lambda function using Middy, the stylish Node.js middleware engine for AWS Lambda. Serverless Framework, Middy
Serverless Middy with Custom Middleware Serverless Framework example to deploy a lambda function using Middy, the stylish Node.js middleware engine for AWS Lambda. Serverless Framework, Middy, Custom Middleware
Serverless Nest Application with TypeScript Serverless Framework example to deploy a NestJS application using TypeScript. Serverless Framework, NestJS, TypeScript
Serverless S3 Local Serverless Framework example to run a lambda function locally using Serverless S3 Local. Serverless Framework, Serverless S3 Local
Serverless SQS offline + Python + Localstack Example Serverless Framework example to run lambda functions locally using Serverless Offline SQS with Localstack. It provides a full local development environment using Serverless Offline. Serverless Framework, SQS, Serverless Offline, Serverless Offline SQS, Localstack, Python
Serverless SQS offline + TypeScript + ElasticMQ Example Serverless Framework example to run lambda functions locally using Serverless Offline SQS with ElasticMQ. It provides a full local development environment using Serverless Offline. Serverless Framework, SQS, Serverless Offline, Serverless Offline SQS, ElasticMQ
Serverless Twilio + Typescript Lambda example Serverless Framework example to deploy a lambda function using Twilio and TypeScript. Serverless Framework, Serverless Offline, AWS, Twilio, TypeScript
Start and Stop EC2 Instances with AWS Lambda Serverless Framework example to start and stop EC2 instances using AWS Lambda. Serverless Framework, EC2, AWS Lambda
Using Serverless Framework with Terraform The definitive example of how to use Terraform and Serverless Framework together. Serverless Framework, Terraform, AWS
Terraform
Name Description Keywords
Amazon MSK Streaming (Terraform Module) Opinionated Terraform wrapper for Amazon MSK (Kafka) with enhanced security, DNS integration and logging. Streaming, Kafka, Terraform, Security
Analytics Platform with Document Store (Terraform Example) Analytics platform combining data lake architecture with a document database for real-time analytics. Analytics, Data Lake, DocumentDB
Analytics Platform with Document Store (Terraform Example) Analytics platform combining data lake architecture with a document database for real-time analytics. Analytics, Data Lake, Terraform, DocumentDB
AWS Data Lake Encryption (Terraform Module) Terraform module with KMS keys and IAM policies for data lake encryption and service isolation. Data Lake, KMS, Terraform, Security
AWS Data Lake Infrastructure (Terraform Module) Terraform module for foundational S3 data lake infrastructure with medallion zones and Apache Iceberg support. Data Lake, S3, Terraform, Medallion, Iceberg
AWS Glue Code Registry (Terraform Module) Terraform module for a Glue Code Registry centralizing code libraries, JARs and dependencies for Glue jobs. AWS Glue, Terraform, Dependencies
AWS Glue Data Lake Catalog (Terraform Module) Terraform module for AWS Glue databases backing medallion data lakes with flexible layer separation. AWS Glue, Data Catalog, Terraform, Medallion
AWS Glue Jobs (Terraform Module) Terraform module for AWS Glue jobs with IAM roles, S3 script bucket and CloudWatch log groups. AWS Glue, ETL, Terraform, IAM
AWS Glue Workflows (Terraform Module) Terraform module for AWS Glue workflows and triggers orchestrating existing Glue jobs. AWS Glue, Orchestration, Terraform, ETL
aws-amplify-app (Terraform Module) Opinionated wrapper for AWS Amplify App with integrated GitHub PAT management, optimized for React/Node.js apps. Frontend, CI/CD, GitHub Integration, Parameter Store
aws-bastion (Terraform Module) Custom implementation for a secure, zero-trust bastion host using SSM, EC2 Instance Connect, VPC endpoints, and CloudWatch logging. Security, Zero Trust, Session Manager, CloudWatch
aws-cloudtrail (Terraform Module) CloudTrail trail with S3 bucket and CloudWatch Logs integration for account activity auditing. Auditing, Logging, Compliance
aws-config (Terraform Module) Config recorder and delivery channel with S3 snapshot storage for resource compliance tracking. Compliance, Governance
aws-data-lake-encryption (Terraform Module) KMS keys and IAM policies for data lake encryption and service isolation. KMS, Encryption, Data Lake, Security
aws-data-lake-infrastructure (Terraform Module) Foundational S3 data lake infrastructure following medallion architecture with raw zone and Apache Iceberg support. Data Lake, S3, Medallion, Iceberg
aws-docdb (Terraform Module) Custom DocumentDB cluster module with integrated AWS Secrets Manager, SSM Parameter Store, and production-ready defaults. Database, Secrets Manager, SSM, Security
aws-eks (Terraform Module) Opinionated wrapper for EKS clusters with VPC CNI optimization, node group management, OIDC integration, and production-ready defaults. Kubernetes, OIDC, Node Groups, Monitoring
aws-github-oidc-provider (Terraform Module) GitHub Actions OIDC authentication for AWS without storing long-lived credentials. GitHub Actions, OIDC, Security
aws-glue-code-registry (Terraform Module) Glue Code Registry for centralized management of code libraries, JAR files and dependencies used by Glue jobs. Glue, ETL, Dependencies
aws-glue-data-lake-catalog (Terraform Module) Glue databases for medallion data lakes with flexible layer and sublayer separation. Glue, Data Catalog, Medallion
aws-glue-jobs (Terraform Module) Glue jobs with IAM roles, S3 script bucket and CloudWatch log groups following AWS best practices. Glue, ETL, IAM
aws-glue-workflow (Terraform Module) Glue workflows and triggers orchestrating existing Glue jobs. Glue, Orchestration, ETL
aws-iam-role (Terraform Module) Flexible IAM role module supporting custom trust policies, inline/managed policies, and advanced security conditions. IAM, Security, Policies, RBAC
aws-msk (Terraform Module) Opinionated wrapper for Amazon MSK (Kafka) with enhanced security, DNS integration, logging, and production defaults. Streaming, Security, DNS, Logging
aws-rds (Terraform Module) Complete wrapper for RDS with enhanced security, monitoring, SSM Parameter Store integration, and simplified configuration for PostgreSQL/MySQL. Database, Parameter Store, Security, Monitoring
aws-rds-aurora (Terraform Module) Fully customizable wrapper for Aurora clusters, supporting Serverless v2, SSM integration, and production-grade configuration. Database, Aurora, Serverless, SSM
aws-shared-networking (Terraform Module) Shared networking components with SSM-published network info for hub-and-spoke cross-account architectures. Networking, SSM, Hub and Spoke
aws-tfstate-backend (Terraform Module) S3-based Terraform state backend with lockfile state locking against concurrent modifications. State Management, S3
aws-transit-gateway (Terraform Module) Transit Gateway hub replacing VPC peering with scalable hub-and-spoke connectivity. Networking, Transit Gateway
aws-transit-gateway-spoke (Terraform Module) Transit Gateway spoke attachments with route association, propagation and SSM references. Networking, Transit Gateway
aws-vpc (Terraform Module) Complete wrapper around the official terraform-aws-modules/vpc/aws module with opinionated defaults, security best practices, and SSM Parameter Store integration. Networking, Parameter Store, Security, Best Practices
Complete Enterprise Setup (Terraform Example) Enterprise-grade infrastructure example with EKS, Aurora, MSK, DocumentDB, Bastion, IAM, monitoring, and security best practices. EKS, Aurora, MSK, DocumentDB, Bastion, IAM, Monitoring
Data Processing Pipeline (Terraform Example) Batch and stream data processing pipeline on AWS managed services. Data Engineering, Streaming, Batch
Data Processing Pipeline (Terraform Example) Batch and stream data processing pipeline on AWS managed services, deployed with Terraform. Data Engineering, Streaming, Terraform, Batch
Hub-and-Spoke Networking Architecture (Terraform Example) Hub-and-spoke networking with Transit Gateway, shared services and centralized egress per Well-Architected principles. Networking, Transit Gateway
Medium Complexity Infrastructure (Terraform Example) Medium-complexity setup with EKS, RDS, Bastion, and custom IAM. Shows microservices infrastructure with best practices. Kubernetes, Database, Bastion, IAM
mongodb-atlas-cluster (Terraform Module) Custom MongoDB Atlas cluster module with project/team management, VPC peering, AWS integration, and secure connection details. Database, Atlas, VPC Peering, Secrets Manager, SSM
Multi-Account Data Platform (Terraform Example) Self-contained multi-account data lake example using provider aliases; path toward production multi-account architecture. Data Lake, Multi-Account
Multi-Account Data Platform (Terraform Example) Self-contained multi-account data lake example using provider aliases; path toward production multi-account architecture. Data Lake, Multi-Account, Terraform
nanlabs/terraform-aws-modules A comprehensive collection of reusable, production-ready Terraform modules and infrastructure examples for AWS and MongoDB Atlas, following best practices for security, scalability, and cost optimization. Modules Library, Examples, Best Practices, Production Ready
Secure Multi-Environment Data Platform (Terraform Example) Secure multi-environment data platform with strict isolation, advanced security controls and compliance features. Data Platform, Security, Compliance
Secure Multi-Environment Data Platform (Terraform Example) Secure multi-environment data platform with strict isolation, advanced security controls and compliance features. Data Platform, Security, Terraform, Compliance
Simple Web App (Terraform Example) Deploy a simple web application using AWS Amplify and a custom VPC. Demonstrates frontend hosting, GitHub integration, and secure infrastructure. Frontend, Amplify, VPC, Parameter Store
Starter Reference (Terraform Example) Minimal VPC plus bastion starter consuming pinned library modules; reference for starter-to-library migration. VPC, Bastion, Starter
Terraform AWS Minecraft Server Terraform example to deploy a Minecraft server in AWS EC2 instance using Docker. Terraform, AWS, Minecraft, Docker, EC2
Terraform AWS RDS Postgres instance Terraform module for creating AWS RDS Postgres instance. Terraform, AWS, RDS
Terraform AWS Starter Get started quickly with AWS infrastructure using a robust Terraform starter kit incorporating secure state management, VPC configuration, security groups, RDS provisioning, secrets management, SSM parameter store, and GitHub Actions integration! Terraform, Terraform Modules, Infrastructure as Code, AWS, VPC, RDS, RDS Aurora, MongoDB, GitHub Actions, SSM Parameter Store, Secrets Management, Security Groups, Super Linter
Terraform AWS VPC resources Terraform module for creating AWS VPC resources. Terraform, AWS, VPC
Terraform Bastion Host Terraform module which creates an EC2 instance acting as a bastion host Terraform, AWS, Bastion
Terraform Examples by nanlabs End-to-end infrastructure examples using the nanlabs Terraform modules, covering simple web apps, medium-complexity microservices, and full enterprise setups. simple-web-app, medium-complexity-infrastructure, complete-enterprise-setup
Terraform Modules by nanlabs Battle-tested, security-first, and cost-optimized Terraform modules for AWS and MongoDB Atlas. Includes VPC, EKS, RDS, Aurora, MSK, Bastion, IAM, Amplify, and more. aws-vpc, aws-eks, aws-rds, aws-rds-aurora, aws-msk, aws-bastion, aws-docdb, aws-iam-role, aws-amplify-app, mongodb-atlas-cluster
Terraform Starter Kit for AWS VPC, RDS instance, and Bastion Host Terraform Starter kit for creating AWS infrastructure using Terraform that contains a VPC, RDS instance, and a bastion host. Terraform, AWS, VPC, RDS, Bastion
Using Serverless Framework with Terraform The definitive example of how to use Terraform and Serverless Framework together. Serverless Framework, Terraform, AWS
Secrets Management
Name Description Keywords
The Ultimate Guide to Secrets Management for Developers Unlock the arcane art of secrets management with our comprehensive guide! Tailored for the average dev, this post is a treasure map leading to the best practices for storing and accessing sensitive data. Learn to navigate tools like AWS Parameter Store, direnv, teller, and more, with easy-to-follow examples that bring the theory to life. Perfect for those who’ve never realized the gravity of a leaked secret, this guide will be your enchanted scroll of wisdom. Secrets Management, Cloud Secrets Management, direnv, teller, Security, DevOps, Best Practices, Environment Variables, Encryption, SOPS, Secure Configuration

Infrastructure from Code

Klotho and more
Name Description Keywords
Klotho A complete analysis of the service and a Proof of Concept on how to integrate it with a GO application. AWS, Pulumi, Deployment, Klotho

Dependency Management

Name Description Keywords
Node Package Managers Comparison of the most popular Node Package Managers: npm, yarn, pnpm. Node, npm, yarn, pnpm
Verdaccio with Docker Compose Example Verdaccio is a lightweight private npm proxy registry. This example shows how to run Verdaccio locally using Docker Compose. Docker, Docker Compose, Verdaccio, Node Package Manager

Security and Compliance

Name Description Keywords
The Ultimate Guide to Incident Management and RCA Bug vs incident, escalation rules, incident report template, and two worked examples with root cause analysis. Incidents, RCA, Postmortems, Reliability, Best Practices
The Ultimate Guide to Pull Requests and Code Reviews Comprehensive guide on creating effective pull requests and conducting thorough code reviews. This guide provides an overview of best practices, common pitfalls, and tools to automate and streamline the review process. Pull Requests, Code Reviews, Best Practices, Automation, GitHub Actions, DangerJS
The Ultimate Guide to Secrets Management for Developers Unlock the arcane art of secrets management with our comprehensive guide! Tailored for the average dev, this post is a treasure map leading to the best practices for storing and accessing sensitive data. Learn to navigate tools like AWS Parameter Store, direnv, teller, and more, with easy-to-follow examples that bring the theory to life. Perfect for those who’ve never realized the gravity of a leaked secret, this guide will be your enchanted scroll of wisdom. Secrets Management, Cloud Secrets Management, direnv, teller, Security, DevOps, Best Practices, Environment Variables, Encryption, SOPS, Secure Configuration
The Ultimate Guide to Security Assessment Tools Comprehensive guides for integrating security tools at different stages of the development lifecycle, including IDE integrations, Git workflows, and CI/CD pipelines. Security, DevOps, Snyk, Trivy, Super Linter, Mega Linter, Shift Left

Backend

CLI Tools

Name Description Keywords
Python CLI Basic Example A minimal Python CLI example showcasing how to create commands without requiring the explicit use of the Python interpreter or script path. Python3, CLI, Command Line
Python CLI with Click Example A basic Python CLI tool built with Click, demonstrating how to create commands with help and version options. Python3, Click, CLI
Python CLI with Typer + Rich Example A Python CLI tool built with Typer and Rich, demonstrating interaction with external APIs for currency exchange rates and styled console outputs. Python3, Typer, Rich, API Integration, CLI

FastAPI

Name Description Keywords
FastAPI Basic Example A simple REST API built with FastAPI that retrieves mock data using the Faker library, showcasing basic API development. Python3, FastAPI, Faker, Mock Data, Pydantic
FastAPI Complete CRUD Example A complete CRUD API built with FastAPI, featuring endpoints for managing employees and companies, along with database population using Faker. Python3, FastAPI, CRUD, SQLAlchemy, Alembic, Docker, PostgreSQL
FastAPI Example with PostgreSQL and Serverless Framework A REST API built with FastAPI and PostgreSQL, deployed to AWS Lambda using the Serverless Framework. Includes database migrations with Alembic. Python3, FastAPI, PostgreSQL, Serverless, AWS Lambda, Alembic
FastAPI GraphQL A GraphQL API built with FastAPI and Strawberry, retrieving mock company data using the Faker library. Python3, FastAPI, GraphQL, Strawberry, Faker
FastAPI Simple example with Docker Compose and PIP A lightweight FastAPI example demonstrating containerization with Docker Compose and dependency management with PIP. Python3, FastAPI, Docker, PIP
FastAPI with MongoDB and Docker Compose A REST API built with FastAPI and MongoDB, containerized using Docker Compose for seamless development and deployment. Python3, FastAPI, MongoDB, Docker, Docker Compose

ThirdParty Integrations

Stripe
Name Description Keywords
Stripe Integration with Node.js and TypeScript A robust Stripe integration example using Node.js and TypeScript, enabling operations like customer creation, checkout sessions, and webhook handling. Node.js, TypeScript, Stripe, Payments, Webhooks, API Integration

Microservices

Name Description Keywords
API Design Guidelines Design, document, version, and error-handle HTTP APIs: OpenAPI discipline, versioning and sunset policy, uniform error envelope, scaling patterns, and dependency hygiene. API Design, OpenAPI, Versioning, Error Handling, Best Practices
NestJS REST-based Microservices with NATS A microservices architecture example using NestJS and NATS, demonstrating asynchronous messaging and request-reply patterns. Node.js, NestJS, Microservices, NATS, Messaging, REST

SQLC

Name Description Keywords
SQLC with Go, PostgreSQL, Docker Compose A REST API built with Go and SQLC, showcasing database operations with PostgreSQL and containerized development using Docker Compose. Golang, SQLC, PostgreSQL, Docker, Docker Compose

Data & AI

Orchestration

Name Description Keywords
Dagster AI Orchestration Framework - Case Study & Architecture Evaluation Comprehensive architectural evaluation of POC-Dagster data orchestration project, examining suitability for evolution into a 4-layer AI Agent platform. Includes gap analysis (18% completeness), production-ready code templates for all 5 layers (Frontend/Orchestration/Runtime/Data/Validation), and decision framework for archival vs fresh start. Dagster, Data Orchestration, LangGraph, AI Agents, Architecture Evaluation, 4-Layer Stack, Vercel AI SDK, Okta, Cedar, MCP, Embeddings, FastAPI, Next.js, TypeScript, Python3, Prompt Evals, Decision Framework, Reference Architecture

AI Agents

Name Description Keywords
Dagster AI Orchestration Framework - Case Study & Architecture Evaluation Comprehensive architectural evaluation of POC-Dagster data orchestration project, examining suitability for evolution into a 4-layer AI Agent platform. Includes gap analysis (18% completeness), production-ready code templates for all 5 layers (Frontend/Orchestration/Runtime/Data/Validation), and decision framework for archival vs fresh start. Dagster, Data Orchestration, LangGraph, AI Agents, Architecture Evaluation, 4-Layer Stack, Vercel AI SDK, Okta, Cedar, MCP, Embeddings, FastAPI, Next.js, TypeScript, Python3, Prompt Evals, Decision Framework, Reference Architecture
LangGraph SLS FastAPI RAG A Proof of Concept (POC) for a Retrieval Augmented Generation (RAG) system using LangGraph, deployed with the Serverless Framework on AWS Lambda. It integrates FastAPI for API development and DynamoDB for state management. Python3, FastAPI, LangGraph, Serverless Framework, AWS Lambda, DynamoDB, Docker, RAG, Retrieval Augmented Generation

Geospatial Analysis

Name Description Keywords
Geospatial Python Urban Analysis with PostGIS A comprehensive geospatial data analysis project for urban environments, featuring analysis of pedestrian zones, transportation networks, census data, and geographic boundaries. Built with PostgreSQL/PostGIS, Docker, and GeoPandas for efficient spatial queries, ETL pipelines, and geospatial machine learning models. Python3, GeoPandas, PostGIS, PostgreSQL, Docker, Geospatial Analysis, Urban Planning, ETL, Machine Learning, Jupyter Notebook, Folium, Matplotlib, Scikit-learn, Rasterio, GIS

RAG

Name Description Keywords
LangGraph SLS FastAPI RAG A Proof of Concept (POC) for a Retrieval Augmented Generation (RAG) system using LangGraph, deployed with the Serverless Framework on AWS Lambda. It integrates FastAPI for API development and DynamoDB for state management. Python3, FastAPI, LangGraph, Serverless Framework, AWS Lambda, DynamoDB, Docker, RAG, Retrieval Augmented Generation

Evaluation

Name Description Keywords
AWS CloudWatch Evidently An in-depth analysis and proof of concept demonstrating how to integrate AWS CloudWatch Evidently with a Node.js application for A/B testing and feature flag management. AWS CloudWatch, CloudWatch Evidently, A/B Testing, Feature Flags, Node.js

Data Engineering

Name Description Keywords
Airflow and Spark environment using Docker and Docker Compose Dockerfile and compose.yml to run Airflow locally with initialization scripts. Docker, Docker Compose, Airflow, Spark
Amazon MSK Streaming (Terraform Module) Opinionated Terraform wrapper for Amazon MSK (Kafka) with enhanced security, DNS integration and logging. Streaming, Kafka, Terraform, Security
Analytics Platform with Document Store (Terraform Example) Analytics platform combining data lake architecture with a document database for real-time analytics. Analytics, Data Lake, Terraform, DocumentDB
AWS Data Lake Encryption (Terraform Module) Terraform module with KMS keys and IAM policies for data lake encryption and service isolation. Data Lake, KMS, Terraform, Security
AWS Data Lake Infrastructure (Terraform Module) Terraform module for foundational S3 data lake infrastructure with medallion zones and Apache Iceberg support. Data Lake, S3, Terraform, Medallion, Iceberg
AWS Glue DevContainer for AWS Glue development. Uses docker-compose to run VSCode attached to a container with all the necessary tools to develop AWS Glue jobs such as AWS Glue Libs, Spark, Jupyter Notebook, AWS CLI among other tools. Docker, Docker Compose, DevContainers, VSCode DevContainer, GitHub Codespaces, AWS Glue, Spark, Jupyter Notebook, AWS CLI
AWS Glue Code Registry (Terraform Module) Terraform module for a Glue Code Registry centralizing code libraries, JARs and dependencies for Glue jobs. AWS Glue, Terraform, Dependencies
AWS Glue Data Lake Catalog (Terraform Module) Terraform module for AWS Glue databases backing medallion data lakes with flexible layer separation. AWS Glue, Data Catalog, Terraform, Medallion
AWS Glue Jobs (Terraform Module) Terraform module for AWS Glue jobs with IAM roles, S3 script bucket and CloudWatch log groups. AWS Glue, ETL, Terraform, IAM
AWS Glue using Docker and Docker Compose Dockerfile and compose.yml for AWS Glue development with AWS Glue Libs, Spark, Jupyter Notebook, AWS CLI among other tools. Docker, Docker Compose, AWS Glue, Spark, Jupyter Notebook, AWS CLI
AWS Glue with Python Shell and PySpark Jobs Serverless Framework example to deploy an AWS Glue job using Python Shell and PySpark. Serverless Framework, AWS Glue, Python Shell, PySpark
AWS Glue Workflows (Terraform Module) Terraform module for AWS Glue workflows and triggers orchestrating existing Glue jobs. AWS Glue, Orchestration, Terraform, ETL
Basic AWS Glue ETL example app A simplified yet practical example of an AWS Glue application. It uses the Serverless Framework for infrastructure deployment and supports local development with DevContainers or Docker Compose. AWS Glue, ETL, Python3, PySpark, Serverless Framework, DevContainers, Docker Compose, Jupyter Notebook
Data Processing Pipeline (Terraform Example) Batch and stream data processing pipeline on AWS managed services, deployed with Terraform. Data Engineering, Streaming, Terraform, Batch
Data Quality Framework Checklist Trustworthy data platforms checklist: contracts, orchestration reliability, validation, lineage, observability, governance, security, and scalability scoring. Data Quality, Lineage, Observability, Governance, Best Practices
Multi-Account Data Platform (Terraform Example) Self-contained multi-account data lake example using provider aliases; path toward production multi-account architecture. Data Lake, Multi-Account, Terraform
Secure Multi-Environment Data Platform (Terraform Example) Secure multi-environment data platform with strict isolation, advanced security controls and compliance features. Data Platform, Security, Terraform, Compliance

Guides, Tutorials and Best Practices

Name Description Keywords
API Design Guidelines Design, document, version, and error-handle HTTP APIs: OpenAPI discipline, versioning and sunset policy, uniform error envelope, scaling patterns, and dependency hygiene. API Design, OpenAPI, Versioning, Error Handling, Best Practices
Automate Pull Requests Reviews using Danger This workflow automates the initial review of Pull Requests using Danger.js. It helps lint rote tasks in daily code review and codifies team norms. GitHub Actions, Danger.js, Code Review, Automation
Comparative Analysis between styled-components and Tailwind CSS An article presenting a comparative analysis of styled-components and Tailwind CSS, focusing on practical implementations of a UI challenge using both libraries. CSS, styled-components, Tailwind CSS, UI Challenge
Data Quality Framework Checklist Trustworthy data platforms checklist: contracts, orchestration reliability, validation, lineage, observability, governance, security, and scalability scoring. Data Quality, Lineage, Observability, Governance, Best Practices
Embracing the Power of LocalStack for AWS Emulation A comprehensive guide highlighting the benefits of using LocalStack for AWS service emulation. The blog post covers various LocalStack examples for Docker and Serverless setups and explores its application in local development, CI, and more. LocalStack, AWS, Docker, Serverless, DevOps, CI, Local Development
Exploring DevContainers: A Versatile Development Environment Solution Introduction to Development Containers (DevContainers), a solution to create development environments with a unique approach to address specific development environment needs DevContainer, VSCode DevContainer, GitHub Codespaces, Docker, Docker Compose
Feature flags post by Atlassian A guide by Atlassian on progressively exposing features using feature flags, authored by Ian Buchanan. Feature Flags, Best Practices
GenAI Conversational UI Patterns Design patterns for AI chat experiences: citations, personalization, privacy, accessibility, chunking, multimodality, memory, feedback, and errors. GenAI, Chat, Conversational UI, UX Patterns, AI
Navigator Clipboard API Integration Guide A detailed guide to integrating the Navigator Clipboard API into web applications for seamless content sharing and enhanced user experience. Clipboard API, Integration, User Experience
Nielsen Heuristics Evaluation Guide Score any interface against Jakob Nielsen’s 10 usability heuristics with a practical 1-5 rubric for design reviews and QA. Usability, Heuristics, UX, Accessibility, Best Practices
React Router Types Guide A guide comparing BrowserRouter, HashRouter, and MemoryRouter with practical React Router usage snippets and deployment/testing caveats. React, React Router, Routing, BrowserRouter, HashRouter, MemoryRouter
React Security Best Practices Guide A checklist providing React security best practices to identify and address security issues, with guidance on automating security testing. React, Security, Best Practices, Automated Testing
Supercharge Your Website with Core Web Vitals A guide to optimizing website performance and SEO using Core Web Vitals, with practical tips and tools for delivering exceptional user experiences. Core Web Vitals, SEO, Performance, User Experience
The Ultimate Guide to AI-Assisted Development Principles, guardrails, redaction rules, per-stage AI workflows, and a copy-paste prompt library. AI, Guardrails, Prompts, MCP, Best Practices
The Ultimate Guide to Architecture Decision Records When to write ADRs, standard structure, review process, blank template, and a worked example. ADRs, Architecture, Documentation, Best Practices
The Ultimate Guide to Branching Strategies Trunk-based, feature branch, Gitflow, GitHub Flow, GitLab Flow, and centralized workflows compared, with MVP guidance and conventional commits. Git, Branching, Trunk-Based, Gitflow, Conventional Commits
The Ultimate Guide to Code Review Tools A guide where we present a curated selection of modern tools designed to revolutionize your code review process! Code Review, Code Review Tools
The Ultimate Guide to Definition of Ready and Done Task lifecycle, DoR/DoD checklists, and the six-layer validation model for continuous quality. Definition of Ready, Definition of Done, Validation, Workflow
The Ultimate Guide to Incident Management and RCA Bug vs incident, escalation rules, incident report template, and two worked examples with root cause analysis. Incidents, RCA, Postmortems, Reliability, Best Practices
The Ultimate Guide to Meetings and Decision Logs Meeting templates, lifecycle, AI-assisted minutes workflow, and decision log and agreement templates. Meetings, Decision Log, Documentation
The Ultimate Guide to Multi-Squad Engineering Scaling to autonomous squads: shared vs local practices, transition playbook, sync routines, and Spotify model comparison. Squads, Scaling, Governance, Agile
The Ultimate Guide to PRD and TRD Product vs technical requirements documents: what goes in each, best practices, and copy-paste templates. PRD, TRD, Requirements, Documentation
The Ultimate Guide to Project Assessments Maturity-based project evaluation: management and technical units, 1-5 rubrics per domain, and AI-native readiness. Assessments, Maturity, Quality Indicators, Governance
The Ultimate Guide to Pull Requests and Code Reviews Comprehensive guide on creating effective pull requests and conducting thorough code reviews. This guide provides an overview of best practices, common pitfalls, and tools to automate and streamline the review process. Pull Requests, Code Reviews, Best Practices, Automation, GitHub Actions, DangerJS
The Ultimate Guide to Secrets Management for Developers Unlock the arcane art of secrets management with our comprehensive guide! Tailored for the average dev, this post is a treasure map leading to the best practices for storing and accessing sensitive data. Learn to navigate tools like AWS Parameter Store, direnv, teller, and more, with easy-to-follow examples that bring the theory to life. Perfect for those who’ve never realized the gravity of a leaked secret, this guide will be your enchanted scroll of wisdom. Secrets Management, Cloud Secrets Management, direnv, teller, Security, DevOps, Best Practices, Environment Variables, Encryption, SOPS, Secure Configuration
The Ultimate Guide to Task Templates and Estimation Epic, task, and bug templates plus story-point estimation tables, techniques, and iteration capacity planning. Estimation, Story Points, Planning, Templates, Agile
The Ultimate Guide to Team Onboarding Role-based onboarding checklists for developers and PMs, with environment, access, and first-task guidance. Onboarding, Checklists, Documentation
The Ultimate React State Management Framework An article presenting a step-by-step framework for making informed decisions in React state management, ensuring robust and maintainable applications. React, State Management, Framework, Best Practices
Tilt + Minikube Development Environment Seamless, efficient, and developer-friendly Kubernetes development environment using Tilt and Minikube. Kubernetes, Tilt, Minikube, Development Environment, MicroServices
TODOs to GitHub Issues This tutorial shows how to create a GitHub Action that converts TODO comments into GitHub issues. GitHub Actions, TODOs, Issues, Automation
Using Serverless Framework with Terraform The definitive example of how to use Terraform and Serverless Framework together. Serverless Framework, Terraform, AWS
Visual UI Code Generation Tools Matrix When to use v0, Plasmic, Builder.io, or Locofy for design-to-code, with a comparative matrix and use-case recommendations. Code Generation, Figma, v0, Prototyping, Best Practices
When to use Shell Scripts A Google guide outlining best practices for determining when to use shell scripts in development and operations. Shell Scripting, Best Practices, Utilities

Contributing

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