The DevEx Lab
Every tool as an element, scaled to fill your screen. Hover a tile for its formula; pick a family to zoom in.
How to read a tile
The grid resizes to fill your window, so on a small window each tile shows less. Top left is the element number, top right the license (OS open source, Fr free, Fm free tier, Pd paid). The big letters are the symbol, the bar at the bottom is the ring. The formula in each tooltip is its two Compass scores: Dx ergonomics and Pa parity, in tens.
The same tools as a table
| Tool | Family | Category | Ring | License | Ergonomics | Parity |
|---|---|---|---|---|---|---|
| npm The package manager bundled with Node.js | Package & build | Package managers | Adopt | Open source | 50 | 10 |
| pnpm Fast, disk-efficient Node package manager | Package & build | Package managers | Adopt | Open source | 70 | 20 |
| Yarn Node package manager with workspaces and Plug'n'Play | Package & build | Package managers | Adopt | Open source | 40 | 20 |
| Bun JavaScript runtime, package manager and bundler in one | Package & build | Package managers | Adopt | Open source | 70 | 10 |
| Deno JavaScript and TypeScript runtime with built-in tooling | Package & build | Package managers | Adopt | Open source | 70 | 10 |
| uv Fast Python package and project manager | Package & build | Package managers | Trial | Open source | 80 | 10 |
| pip The standard Python package installer | Package & build | Package managers | Adopt | Open source | 50 | 0 |
| Poetry Python dependency management and packaging | Package & build | Package managers | Adopt | Open source | 40 | 10 |
| PDM Standards-based Python package and project manager | Package & build | Package managers | Adopt | Open source | 50 | 10 |
| Hatch Python project manager with environments and builds | Package & build | Package managers | Adopt | Open source | 40 | 0 |
| Pipenv Python virtualenv and Pipfile.lock manager | Package & build | Package managers | Adopt | Open source | 40 | 10 |
| Rye Experimental Python project manager, superseded by uv | Package & build | Package managers | Hold | Open source | 50 | 10 |
| Conda Cross-language package and environment manager | Package & build | Package managers | Adopt | Open source | 30 | 10 |
| Pixi Fast conda and PyPI project manager with lockfiles | Package & build | Package managers | Trial | Open source | 70 | 10 |
| Cargo Rust's package manager and build tool | Package & build | Package managers | Adopt | Open source | 70 | 20 |
| Go modules Go's built-in dependency management | Package & build | Package managers | Adopt | Open source | 90 | 20 |
| Maven Convention-based Java build and dependency tool | Package & build | Package managers | Adopt | Open source | 30 | 20 |
| Gradle Build automation and dependency tool for the JVM | Package & build | Package managers | Adopt | Open source | 40 | 20 |
| Composer Dependency manager for PHP | Package & build | Package managers | Adopt | Open source | 60 | 10 |
| Bundler Gem dependency manager for Ruby | Package & build | Package managers | Adopt | Open source | 60 | 10 |
| NuGet Package manager for .NET | Package & build | Package managers | Adopt | Open source | 40 | 20 |
| Homebrew Package manager for macOS and Linux | Package & build | Package managers | Adopt | Open source | 40 | 0 |
| Swift Package Manager Swift's built-in package and build manager | Package & build | Package managers | Adopt | Open source | 40 | 10 |
| mise Polyglot tool versions, env vars and tasks | Package & build | Version managers | Adopt | Open source | 80 | 20 |
| asdf Plugin-based version manager for many runtimes | Package & build | Version managers | Trial | Open source | 30 | 10 |
| nvm Shell script to manage Node.js versions | Package & build | Version managers | Adopt | Open source | 30 | 0 |
| fnm Fast Node.js version manager written in Rust | Package & build | Version managers | Adopt | Open source | 50 | 0 |
| Volta JavaScript tool manager pinned via package.json | Package & build | Version managers | Hold | Open source | 50 | 10 |
| pyenv Install and switch between Python versions | Package & build | Version managers | Adopt | Open source | 30 | 0 |
| rbenv Lightweight Ruby version manager | Package & build | Version managers | Adopt | Open source | 30 | 0 |
| rustup The Rust toolchain installer | Package & build | Version managers | Adopt | Open source | 60 | 10 |
| SDKMAN! Manage parallel JDK and JVM tool versions | Package & build | Version managers | Adopt | Open source | 40 | 10 |
| proto Pluggable multi-language version manager | Package & build | Version managers | Trial | Open source | 50 | 10 |
| Vite Frontend dev server and build tool | Package & build | Build tools | Adopt | Open source | 80 | 10 |
| esbuild Extremely fast JavaScript bundler and minifier | Package & build | Build tools | Trial | Open source | 70 | 10 |
| Rspack Rust bundler compatible with the webpack API | Package & build | Build tools | Adopt | Open source | 50 | 20 |
| Rolldown Rust bundler with a Rollup-compatible API | Package & build | Build tools | Adopt | Open source | 60 | 10 |
| Turbopack Incremental Rust bundler built into Next.js | Package & build | Build tools | Adopt | Open source | 60 | 10 |
| webpack Configurable module bundler for JavaScript | Package & build | Build tools | Adopt | Open source | 30 | 20 |
| Rollup ES module bundler for libraries | Package & build | Build tools | Adopt | Open source | 40 | 10 |
| Parcel Zero-configuration web application bundler | Package & build | Build tools | Adopt | Open source | 60 | 10 |
| SWC Rust compiler for JavaScript and TypeScript | Package & build | Build tools | Adopt | Open source | 50 | 10 |
| tsdown Library bundler for TypeScript, powered by Rolldown | Package & build | Build tools | Trial | Open source | 70 | 10 |
| Bazel Hermetic, multi-language build system from Google | Package & build | Build tools | Adopt | Open source | 30 | 30 |
| Buck2 Meta's fast multi-language build system | Package & build | Build tools | Trial | Open source | 20 | 20 |
| Pants Monorepo build system for Python, Go, JVM and more | Package & build | Build tools | Adopt | Open source | 30 | 30 |
| Earthly Containerized builds from Dockerfile-like Earthfiles | Package & build | Build tools | Hold | Open source | 30 | 20 |
| Dagger Programmable CI/CD pipelines that run in containers | Package & build | Build tools | Trial | Open source | 40 | 50 |
| Make The classic dependency-based build and task tool | Package & build | Task runners | Hold | Open source | 20 | 0 |
| Just A command runner with make-like recipes | Package & build | Task runners | Adopt | Open source | 70 | 0 |
| Task YAML-based task runner and build tool in Go | Package & build | Task runners | Adopt | Open source | 60 | 0 |
| Docker Engine The open-source Docker daemon and CLI for Linux | Containers & clusters | Container runtimes | Adopt | Open source | 50 | 40 |
| Docker Desktop Docker Engine, Compose and Kubernetes in a desktop app | Containers & clusters | Container runtimes | Adopt | Free tier, paid plans | 70 | 60 |
| Podman Daemonless, rootless container engine | Containers & clusters | Container runtimes | Adopt | Open source | 50 | 50 |
| Podman Desktop Desktop app for Podman, Kubernetes and other engines | Containers & clusters | Container runtimes | Adopt | Open source | 60 | 60 |
| Rancher Desktop Desktop containers and k3s Kubernetes, free and open | Containers & clusters | Container runtimes | Adopt | Open source | 60 | 60 |
| OrbStack Fast, light Docker and Linux VMs for macOS | Containers & clusters | Container runtimes | Adopt | Free tier, paid plans | 70 | 60 |
| Colima Minimal container runtimes on macOS and Linux via Lima | Containers & clusters | Container runtimes | Trial | Open source | 50 | 50 |
| Lima Linux VMs with containerd for macOS and Linux | Containers & clusters | Container runtimes | Adopt | Open source | 30 | 40 |
| containerd Industry-standard container runtime daemon | Containers & clusters | Container runtimes | Adopt | Open source | 30 | 30 |
| nerdctl Docker-compatible CLI for containerd | Containers & clusters | Container runtimes | Adopt | Open source | 30 | 50 |
| Finch AWS's open-source client for container development | Containers & clusters | Container runtimes | Adopt | Open source | 50 | 50 |
| Apple container Run Linux containers as light VMs on Apple silicon | Containers & clusters | Container runtimes | Trial | Open source | 20 | 20 |
| Docker Compose Define and run multi-container apps from YAML | Containers & clusters | Compose | Adopt | Open source | 60 | 60 |
| Compose Watch File sync and rebuild-on-change for Docker Compose | Containers & clusters | Compose | Adopt | Open source | 50 | 50 |
| Podman Compose Run Compose files with Podman | Containers & clusters | Compose | Trial | Open source | 30 | 50 |
| Kompose Convert Compose files to Kubernetes manifests | Containers & clusters | Compose | Adopt | Open source | 50 | 30 |
| kind Kubernetes clusters in Docker containers | Containers & clusters | Local Kubernetes | Trial | Open source | 50 | 50 |
| k3d Run k3s clusters in Docker | Containers & clusters | Local Kubernetes | Adopt | Open source | 60 | 50 |
| k3s Lightweight certified Kubernetes distribution | Containers & clusters | Local Kubernetes | Adopt | Open source | 50 | 60 |
| minikube Local Kubernetes for learning and development | Containers & clusters | Local Kubernetes | Adopt | Open source | 70 | 50 |
| MicroK8s Canonical's low-ops Kubernetes with add-ons | Containers & clusters | Local Kubernetes | Adopt | Open source | 40 | 70 |
| k0s Single-binary, zero-dependency Kubernetes | Containers & clusters | Local Kubernetes | Adopt | Open source | 50 | 60 |
| vcluster Virtual Kubernetes clusters inside a host cluster | Containers & clusters | Local Kubernetes | Trial | Open source | 30 | 70 |
| Kubernetes Upstream container orchestration, as a reference point | Containers & clusters | Local Kubernetes | Adopt | Open source | 30 | 90 |
| BuildKit / buildx Docker's concurrent, cache-efficient image builder | Containers & clusters | Image builders | Adopt | Open source | 40 | 30 |
| Cloud Native Buildpacks Build OCI images from source without a Dockerfile | Containers & clusters | Image builders | Trial | Open source | 40 | 30 |
| ko Build Go container images without Docker | Containers & clusters | Image builders | Trial | Open source | 60 | 30 |
| Jib Daemonless container images for Java via Maven or Gradle | Containers & clusters | Image builders | Adopt | Open source | 40 | 20 |
| Kaniko Build images from a Dockerfile inside Kubernetes | Containers & clusters | Image builders | Hold | Open source | 10 | 30 |
| Buildah Build OCI images without a daemon | Containers & clusters | Image builders | Adopt | Open source | 30 | 30 |
| Nixpacks Build images from source using Nix packages | Containers & clusters | Image builders | Hold | Open source | 30 | 20 |
| Railpack Zero-config image builder on BuildKit, from Railway | Containers & clusters | Image builders | Trial | Open source | 30 | 20 |
| Depot Hosted remote BuildKit builders with shared cache | Containers & clusters | Image builders | Adopt | Paid | 40 | 30 |
| Portainer Web UI for Docker, Podman and Kubernetes | Containers & clusters | Container UIs | Adopt | Free tier, paid plans | 60 | 30 |
| Lazydocker Terminal UI for Docker and Compose | Containers & clusters | Container UIs | Trial | Open source | 60 | 20 |
| Dive Explore image layers and find wasted space | Containers & clusters | Container UIs | Trial | Open source | 60 | 20 |
| Flisk Local dev loop for microservices and multi-agent stacks | Inner loop | Live-update loops | Assess | Open source | 80 | 50 |
| Tilt Live-update loop for multi-service apps | Inner loop | Live-update loops | Adopt | Open source | 70 | 60 |
| Skaffold Build, push and deploy loop for Kubernetes apps | Inner loop | Live-update loops | Adopt | Open source | 60 | 50 |
| Garden Graph-based build, deploy and test for Kubernetes | Inner loop | Live-update loops | Trial | Open source | 40 | 70 |
| DevSpace File sync and dev mode for Kubernetes workloads | Inner loop | Live-update loops | Trial | Open source | 60 | 60 |
| Okteto Dev environments and file sync on a Kubernetes cluster | Inner loop | Live-update loops | Adopt | Free tier, paid plans | 50 | 70 |
| Project Tye Experimental .NET multi-service runner | Inner loop | Live-update loops | Hold | Open source | 30 | 20 |
| Draft Generates Dockerfiles, manifests and pipelines for AKS | Inner loop | Kubernetes dev | Trial | Open source | 40 | 20 |
| werf Git-driven build and deploy CLI built on Helm | Inner loop | Kubernetes dev | Adopt | Open source | 30 | 40 |
| Helm Package manager and templating for Kubernetes | Inner loop | Kubernetes dev | Adopt | Open source | 30 | 30 |
| Kustomize Template-free overlays for Kubernetes manifests | Inner loop | Kubernetes dev | Adopt | Open source | 40 | 30 |
| Timoni CUE-based package manager for Kubernetes | Inner loop | Kubernetes dev | Trial | Open source | 20 | 20 |
| kapp Deploys a set of resources as one app with diffs | Inner loop | Kubernetes dev | Adopt | Open source | 30 | 20 |
| kubectl The official Kubernetes command-line client | Inner loop | Kubernetes dev | Adopt | Open source | 40 | 10 |
| Helmfile Declarative spec for deploying many Helm releases | Inner loop | Kubernetes dev | Adopt | Open source | 30 | 40 |
| Tanka Jsonnet-based Kubernetes configuration tool | Inner loop | Kubernetes dev | Adopt | Open source | 20 | 20 |
| cdk8s Kubernetes manifests from TypeScript, Python, Go or Java | Inner loop | Kubernetes dev | Adopt | Open source | 30 | 20 |
| Krew Plugin manager for kubectl | Inner loop | Kubernetes dev | Trial | Open source | 30 | 10 |
| stern Tails logs from many pods and containers at once | Inner loop | Kubernetes dev | Adopt | Open source | 50 | 10 |
| kubectx Fast switching between kubectl contexts and namespaces | Inner loop | Kubernetes dev | Trial | Open source | 40 | 10 |
| kubie Per-shell Kubernetes context and namespace switching | Inner loop | Kubernetes dev | Trial | Open source | 30 | 10 |
| Telepresence Runs a local process as if it were inside the cluster | Inner loop | Cluster bridges | Adopt | Open source | 30 | 40 |
| mirrord Mirrors cluster traffic, files and env into a local process | Inner loop | Cluster bridges | Adopt | Open source | 50 | 40 |
| Gefyra Runs local containers inside a Kubernetes network | Inner loop | Cluster bridges | Trial | Open source | 30 | 40 |
| Signadot Request-routed sandboxes on a shared Kubernetes cluster | Inner loop | Cluster bridges | Trial | Free tier, paid plans | 40 | 50 |
| kubefwd Bulk port-forwards cluster services with local DNS names | Inner loop | Cluster bridges | Adopt | Open source | 30 | 20 |
| Bridge to Kubernetes Retired VS Code bridge from Microsoft | Inner loop | Cluster bridges | Hold | Open source | 20 | 20 |
| k9s Terminal UI for navigating and managing clusters | Inner loop | Cluster UIs | Adopt | Open source | 60 | 10 |
| Lens Desktop app for managing Kubernetes clusters | Inner loop | Cluster UIs | Adopt | Free tier, paid plans | 40 | 20 |
| Headlamp Extensible web and desktop UI for Kubernetes | Inner loop | Cluster UIs | Adopt | Open source | 50 | 10 |
| Freelens Open source desktop UI forked from Lens | Inner loop | Cluster UIs | Trial | Open source | 40 | 20 |
| Kubetail Real-time log viewer for Kubernetes in browser or terminal | Inner loop | Cluster UIs | Trial | Open source | 50 | 10 |
| Aptakube Native desktop client for many clusters at once | Inner loop | Cluster UIs | Trial | Paid | 50 | 10 |
| KDash Lightweight terminal dashboard for Kubernetes | Inner loop | Cluster UIs | Trial | Open source | 50 | 10 |
| Kubernetes Dashboard Retired official web UI for Kubernetes | Inner loop | Cluster UIs | Hold | Open source | 10 | 10 |
| PM2 Process manager for Node.js and other runtimes | Inner loop | Process runners | Adopt | Open source | 70 | 10 |
| process-compose Compose-style orchestration for plain processes | Inner loop | Process runners | Adopt | Open source | 70 | 10 |
| Overmind Procfile runner on tmux with per-process restart | Inner loop | Process runners | Hold | Open source | 30 | 10 |
| Foreman The original Procfile process runner | Inner loop | Process runners | Trial | Open source | 40 | 10 |
| Hivemind Minimal Procfile runner without tmux | Inner loop | Process runners | Hold | Open source | 30 | 10 |
| Honcho Python port of Foreman for Procfiles | Inner loop | Process runners | Hold | Open source | 50 | 10 |
| goreman Single-binary Foreman clone written in Go | Inner loop | Process runners | Trial | Open source | 50 | 10 |
| concurrently Runs several npm scripts or commands in one terminal | Inner loop | Process runners | Adopt | Open source | 60 | 10 |
| mprocs TUI that runs several commands side by side | Inner loop | Process runners | Trial | Open source | 60 | 10 |
| nodemon Restarts a Node.js process when files change | Inner loop | Process runners | Trial | Open source | 60 | 0 |
| Air Live reload for Go applications | Inner loop | Process runners | Adopt | Open source | 60 | 0 |
| watchexec Runs a command when files change, any language | Inner loop | Process runners | Adopt | Open source | 60 | 0 |
| bacon Background Rust checker that reruns on change | Inner loop | Process runners | Adopt | Open source | 70 | 0 |
| cargo-watch Archived cargo subcommand that reruns on change | Inner loop | Process runners | Hold | Open source | 50 | 0 |
| Watchman File watching service used by build tools | Inner loop | Process runners | Adopt | Open source | 40 | 0 |
| reflex Small Go tool that reruns commands on file change | Inner loop | Process runners | Trial | Open source | 40 | 0 |
| Nix Purely functional package manager and dev shells | Dev environments | Reproducible shells | Adopt | Open source | 20 | 10 |
| devenv Nix-based dev environments with services and processes | Dev environments | Reproducible shells | Adopt | Open source | 50 | 40 |
| Devbox Isolated shells from Nix packages without writing Nix | Dev environments | Reproducible shells | Trial | Open source | 50 | 30 |
| Flox Nix-backed environments you can share and layer | Dev environments | Reproducible shells | Trial | Open source | 50 | 30 |
| direnv Loads and unloads env vars per directory | Dev environments | Reproducible shells | Adopt | Open source | 50 | 0 |
| Distrobox Any Linux distro in a container, integrated with the host | Dev environments | Reproducible shells | Trial | Open source | 40 | 10 |
| Toolbx Container-based mutable shells for Fedora and RHEL | Dev environments | Reproducible shells | Trial | Open source | 30 | 10 |
| Dev Containers Open spec and CLI for container-based dev environments | Dev environments | Dev containers | Adopt | Open source | 50 | 30 |
| DevPod Client-only dev containers on any backend | Dev environments | Dev containers | Hold | Open source | 50 | 40 |
| Vagrant Reproducible VM-based dev environments | Dev environments | Dev containers | Trial | Free, closed source | 40 | 30 |
| GitHub Codespaces Hosted dev containers attached to GitHub repos | Dev environments | Cloud workspaces | Adopt | Free tier, paid plans | 50 | 50 |
| Ona Cloud environments and AI agents, formerly Gitpod | Dev environments | Cloud workspaces | Trial | Free tier, paid plans | 60 | 50 |
| Coder Self-hosted remote workspaces defined in Terraform | Dev environments | Cloud workspaces | Adopt | Open source | 40 | 40 |
| Eclipse Che Kubernetes-native browser IDE workspaces | Dev environments | Cloud workspaces | Adopt | Open source | 30 | 40 |
| code-server VS Code in the browser on any machine you run | Dev environments | Cloud workspaces | Adopt | Open source | 60 | 0 |
| Daytona Former dev-environment manager, now AI code sandboxes | Dev environments | Cloud workspaces | Hold | Open source | 40 | 10 |
| CodeSandbox Browser sandboxes and microVM dev environments | Dev environments | Cloud workspaces | Trial | Free tier, paid plans | 50 | 10 |
| StackBlitz Node.js dev environments running in the browser tab | Dev environments | Cloud workspaces | Adopt | Free tier, paid plans | 60 | 0 |
| Replit Hosted IDE with built-in hosting and an AI agent | Dev environments | Cloud workspaces | Adopt | Free tier, paid plans | 50 | 20 |
| Google Cloud Workstations Managed dev environments inside your Google Cloud project | Dev environments | Cloud workspaces | Adopt | Paid | 30 | 30 |
| Firebase Studio Sunsetting browser workspace from Google, formerly IDX | Dev environments | Cloud workspaces | Hold | Free, closed source | 30 | 10 |
| AWS Cloud9 Browser IDE on EC2, closed to new customers | Dev environments | Cloud workspaces | Hold | Paid | 20 | 10 |
| Microsoft Dev Box Cloud Windows workstations for developers | Dev environments | Cloud workspaces | Hold | Paid | 20 | 20 |
| DDEV Docker-based local stacks for PHP and Node projects | Dev environments | Local stacks | Adopt | Open source | 60 | 40 |
| Lando Recipe-based Docker dev environments | Dev environments | Local stacks | Adopt | Open source | 50 | 40 |
| Laravel Sail Docker Compose setup for Laravel apps | Dev environments | Local stacks | Adopt | Open source | 50 | 30 |
| Laravel Herd Native PHP and Node dev environment for Laravel | Dev environments | Local stacks | Adopt | Free tier, paid plans | 60 | 10 |
| Local Desktop app for local WordPress sites | Dev environments | Local stacks | Adopt | Free, closed source | 60 | 10 |
| Docksal Docker-based stacks for Drupal and PHP | Dev environments | Local stacks | Hold | Open source | 40 | 40 |
| Nx Monorepo build system with task graph and caching | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 70 | 20 |
| Turborepo Task runner and cache for JavaScript monorepos | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 90 | 20 |
| Lerna Versioning and publishing for JavaScript monorepos | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 50 | 10 |
| Rush Microsoft's monorepo manager for large JS repos | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 40 | 10 |
| moon Rust monorepo task runner with toolchain management | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 70 | 20 |
| Lage Task runner for JS monorepos from Microsoft | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 40 | 10 |
| Changesets Versioning and changelogs for multi-package repos | Monorepos & frameworks | Monorepo tools | Adopt | Open source | 50 | 0 |
| Aspire Code-first app host with dashboard for distributed apps | Monorepos & frameworks | App frameworks | Adopt | Open source | 60 | 70 |
| Encore Backend framework that provisions infra from code | Monorepos & frameworks | App frameworks | Adopt | Open source | 80 | 50 |
| Dapr Sidecar runtime APIs for distributed applications | Monorepos & frameworks | App frameworks | Adopt | Open source | 50 | 90 |
| Wasp Full-stack React and Node framework with a DSL | Monorepos & frameworks | App frameworks | Trial | Open source | 60 | 20 |
| RedwoodJS Full-stack React, GraphQL and Prisma framework | Monorepos & frameworks | App frameworks | Trial | Open source | 50 | 10 |
| Nitric Cloud framework with infrastructure inferred from code | Monorepos & frameworks | App frameworks | Trial | Open source | 70 | 30 |
| Quarkus Java framework with dev mode, Dev UI and Dev Services | Monorepos & frameworks | App frameworks | Adopt | Open source | 80 | 50 |
| Spring Boot Java framework with Compose support and devtools | Monorepos & frameworks | App frameworks | Adopt | Open source | 60 | 60 |
| Micronaut JVM framework with Test Resources for local deps | Monorepos & frameworks | App frameworks | Adopt | Open source | 50 | 40 |
| Ruby on Rails Full-stack Ruby web framework | Monorepos & frameworks | App frameworks | Adopt | Open source | 70 | 40 |
| Laravel PHP web framework with Sail for local Docker | Monorepos & frameworks | App frameworks | Adopt | Open source | 80 | 30 |
| Django Batteries-included Python web framework | Monorepos & frameworks | App frameworks | Adopt | Open source | 70 | 10 |
| Next.js React framework for full-stack web apps | Monorepos & frameworks | App frameworks | Adopt | Open source | 80 | 0 |
| React Router React framework mode, successor to Remix | Monorepos & frameworks | App frameworks | Adopt | Open source | 70 | 0 |
| Astro Content-first web framework with islands | Monorepos & frameworks | App frameworks | Adopt | Open source | 90 | 0 |
| NestJS Structured Node.js framework for server apps | Monorepos & frameworks | App frameworks | Adopt | Open source | 50 | 0 |
| Hono Small web framework for any JavaScript runtime | Monorepos & frameworks | App frameworks | Adopt | Open source | 60 | 0 |
| FastAPI Python API framework with type-driven validation | Monorepos & frameworks | App frameworks | Adopt | Open source | 70 | 0 |
| SST Infra-as-code framework with live AWS dev mode | Monorepos & frameworks | Serverless frameworks | Adopt | Open source | 50 | 50 |
| Serverless Framework Deploy and develop AWS Lambda apps from YAML | Monorepos & frameworks | Serverless frameworks | Adopt | Free tier, paid plans | 40 | 30 |
| AWS SAM AWS CLI to build and run Lambda apps locally | Monorepos & frameworks | Serverless frameworks | Adopt | Open source | 50 | 30 |
| Architect Serverless AWS apps with a local sandbox | Monorepos & frameworks | Serverless frameworks | Trial | Open source | 70 | 20 |
| Wrangler Cloudflare Workers CLI with local workerd dev | Monorepos & frameworks | Serverless frameworks | Adopt | Open source | 70 | 30 |
| Vercel CLI Deploy and emulate Vercel projects locally | Monorepos & frameworks | Serverless frameworks | Adopt | Free tier, paid plans | 30 | 30 |
| Netlify CLI Run Netlify sites and functions locally | Monorepos & frameworks | Serverless frameworks | Adopt | Free tier, paid plans | 40 | 20 |
| Azure Functions Core Tools Run and debug Azure Functions locally | Monorepos & frameworks | Serverless frameworks | Adopt | Open source | 40 | 20 |
| create-t3-app Scaffold a typesafe Next.js, tRPC and Prisma app | Monorepos & frameworks | Scaffolders | Trial | Open source | 50 | 0 |
| create-vite Official Vite project templates | Monorepos & frameworks | Scaffolders | Adopt | Open source | 60 | 0 |
| Yeoman Generator ecosystem for scaffolding projects | Monorepos & frameworks | Scaffolders | Adopt | Open source | 40 | 0 |
| JHipster Generate Spring Boot apps with Angular, React or Vue | Monorepos & frameworks | Scaffolders | Adopt | Open source | 40 | 60 |
| Cookiecutter Project templates from Jinja-templated directories | Monorepos & frameworks | Scaffolders | Trial | Open source | 40 | 0 |
| Copier Project templates that can update generated projects | Monorepos & frameworks | Scaffolders | Adopt | Open source | 40 | 0 |
| Plop Micro-generator for files inside an existing repo | Monorepos & frameworks | Scaffolders | Trial | Open source | 50 | 0 |
| LocalStack Local AWS cloud emulator in a container | Local services & data | Cloud emulators | Adopt | Free tier, paid plans | 60 | 30 |
| Moto Mock AWS services for Python tests or as a server | Local services & data | Cloud emulators | Adopt | Open source | 50 | 10 |
| MinIO S3-compatible object storage server | Local services & data | Cloud emulators | Hold | Open source | 60 | 20 |
| Azurite Local emulator for Azure Blob, Queue and Table storage | Local services & data | Cloud emulators | Adopt | Open source | 60 | 20 |
| Firebase Emulator Suite Local Firestore, Auth, Functions and more with a UI | Local services & data | Cloud emulators | Adopt | Open source | 70 | 30 |
| Google Cloud emulators gcloud emulators for Pub/Sub, Firestore, Spanner, Bigtable | Local services & data | Cloud emulators | Adopt | Free, closed source | 40 | 10 |
| Miniflare Local simulator for Cloudflare Workers on workerd | Local services & data | Cloud emulators | Adopt | Open source | 60 | 30 |
| fake-gcs-server Emulator for the Google Cloud Storage API | Local services & data | Cloud emulators | Adopt | Open source | 50 | 20 |
| Supabase CLI Run the full Supabase stack locally in Docker | Local services & data | Local backends | Adopt | Open source | 60 | 40 |
| Appwrite Self-hostable backend with auth, DB, storage, functions | Local services & data | Local backends | Adopt | Open source | 60 | 40 |
| PocketBase Backend in one Go binary with SQLite and admin UI | Local services & data | Local backends | Trial | Open source | 70 | 10 |
| Convex Reactive TypeScript backend with a local dev server | Local services & data | Local backends | Adopt | Free tier, paid plans | 70 | 10 |
| Nhost Postgres, Hasura GraphQL, auth and storage stack | Local services & data | Local backends | Adopt | Open source | 50 | 40 |
| Neon Serverless Postgres with copy-on-write branches | Local services & data | Local backends | Adopt | Free tier, paid plans | 40 | 10 |
| WireMock HTTP API mock server with stubbing and recording | Local services & data | Mocks and tunnels | Trial | Open source | 50 | 0 |
| Mockoon Desktop app and CLI for local mock APIs | Local services & data | Mocks and tunnels | Adopt | Open source | 70 | 0 |
| Prism Mock server and validator from OpenAPI documents | Local services & data | Mocks and tunnels | Adopt | Open source | 70 | 0 |
| Mock Service Worker API mocking by intercepting requests in browser and Node | Local services & data | Mocks and tunnels | Adopt | Open source | 40 | 0 |
| Mailpit SMTP catcher with web UI and API for testing email | Local services & data | Mocks and tunnels | Adopt | Open source | 80 | 0 |
| MailHog SMTP testing server with web UI | Local services & data | Mocks and tunnels | Hold | Open source | 60 | 0 |
| ngrok Public HTTPS tunnels to local services | Local services & data | Mocks and tunnels | Adopt | Free tier, paid plans | 60 | 10 |
| Cloudflare Tunnel Expose local services through Cloudflare via cloudflared | Local services & data | Mocks and tunnels | Adopt | Free tier, paid plans | 40 | 10 |
| localtunnel Expose localhost through a public URL | Local services & data | Mocks and tunnels | Hold | Open source | 40 | 10 |
| Tailscale Funnel Share a local port to the internet over Tailscale | Local services & data | Mocks and tunnels | Adopt | Free tier, paid plans | 40 | 10 |
| Microcks Mocks and contract tests from OpenAPI, AsyncAPI, gRPC | Local services & data | Mocks and tunnels | Adopt | Open source | 60 | 20 |
| Testcontainers Throwaway Docker dependencies from test code | Local services & data | Test dependencies | Adopt | Open source | 40 | 50 |
| Toxiproxy TCP proxy that injects latency and network faults | Local services & data | Test dependencies | Adopt | Open source | 50 | 10 |
| Pact Consumer-driven contract testing between services | Local services & data | Test dependencies | Adopt | Open source | 40 | 10 |
| Prisma TypeScript ORM with schema migrations and Studio | Local services & data | ORMs and migrations | Adopt | Open source | 70 | 20 |
| Drizzle ORM SQL-like TypeScript ORM with drizzle-kit migrations | Local services & data | ORMs and migrations | Trial | Open source | 60 | 20 |
| Atlas Declarative schema-as-code migrations with linting | Local services & data | ORMs and migrations | Adopt | Free tier, paid plans | 50 | 30 |
| dbmate Language-agnostic SQL migration tool | Local services & data | ORMs and migrations | Adopt | Open source | 60 | 20 |
| Flyway Versioned SQL migrations for many databases | Local services & data | ORMs and migrations | Adopt | Free tier, paid plans | 40 | 30 |
| Liquibase Database change management with changelogs | Local services & data | ORMs and migrations | Adopt | Free tier, paid plans | 40 | 30 |
| golang-migrate Database migrations CLI and Go library | Local services & data | ORMs and migrations | Adopt | Open source | 50 | 20 |
| Sqitch Dependency-based database change management | Local services & data | ORMs and migrations | Trial | Open source | 30 | 20 |
| Alembic Migrations for SQLAlchemy | Local services & data | ORMs and migrations | Adopt | Open source | 50 | 20 |
| Kysely Type-safe TypeScript SQL query builder | Local services & data | ORMs and migrations | Trial | Open source | 50 | 10 |
| TypeORM Decorator-based ORM for TypeScript | Local services & data | ORMs and migrations | Adopt | Open source | 30 | 20 |
| Sequelize Promise-based ORM for Node.js | Local services & data | ORMs and migrations | Trial | Open source | 30 | 20 |
| SQLAlchemy Python SQL toolkit and ORM | Local services & data | ORMs and migrations | Adopt | Open source | 40 | 10 |
| Entity Framework Core .NET ORM with code-first migrations | Local services & data | ORMs and migrations | Adopt | Open source | 40 | 20 |
| sqlc Generate type-safe code from SQL queries | Local services & data | ORMs and migrations | Trial | Open source | 60 | 0 |
| MikroORM TypeScript ORM with unit of work and migrations | Local services & data | ORMs and migrations | Adopt | Open source | 30 | 20 |
| SQLx Async Rust SQL toolkit with compile-time checked queries | Local services & data | ORMs and migrations | Trial | Open source | 40 | 20 |
| LangGraph Stateful graphs for LLM agents | AI & agents | Agent frameworks | Adopt | Open source | 40 | 20 |
| LangChain Model, tool and retriever building blocks for LLM apps | AI & agents | Agent frameworks | Adopt | Open source | 40 | 0 |
| CrewAI Role-based multi-agent crews and flows in Python | AI & agents | Agent frameworks | Adopt | Open source | 60 | 0 |
| AutoGen Microsoft's multi-agent conversation framework | AI & agents | Agent frameworks | Hold | Open source | 40 | 10 |
| AG2 Community fork of AutoGen 0.2 for multi-agent apps | AI & agents | Agent frameworks | Adopt | Open source | 40 | 10 |
| Microsoft Agent Framework Successor to Semantic Kernel and AutoGen for .NET and Python | AI & agents | Agent frameworks | Adopt | Open source | 50 | 20 |
| Semantic Kernel Microsoft SDK for AI plugins in C#, Python and Java | AI & agents | Agent frameworks | Adopt | Open source | 40 | 10 |
| Mastra TypeScript framework for agents, workflows and RAG | AI & agents | Agent frameworks | Adopt | Open source | 90 | 20 |
| OpenAI Agents SDK Lightweight agents, handoffs and guardrails from OpenAI | AI & agents | Agent frameworks | Trial | Open source | 40 | 10 |
| Claude Agent SDK The Claude Code agent loop as a library | AI & agents | Agent frameworks | Trial | Open source | 50 | 0 |
| Google ADK Google's Agent Development Kit for Python, Java, Go and TS | AI & agents | Agent frameworks | Adopt | Open source | 50 | 20 |
| Pydantic AI Type-safe Python agent framework from the Pydantic team | AI & agents | Agent frameworks | Adopt | Open source | 60 | 10 |
| LlamaIndex Data and retrieval framework for LLM agents | AI & agents | Agent frameworks | Trial | Open source | 30 | 10 |
| Haystack Pipelines for RAG and agents from deepset | AI & agents | Agent frameworks | Adopt | Open source | 40 | 20 |
| DSPy Program and optimize LM pipelines instead of prompting | AI & agents | Agent frameworks | Adopt | Open source | 40 | 0 |
| Vercel AI SDK TypeScript toolkit for LLM apps, streaming UI and agents | AI & agents | Agent frameworks | Adopt | Open source | 60 | 10 |
| smolagents Hugging Face's minimal code-writing agents | AI & agents | Agent frameworks | Adopt | Open source | 50 | 10 |
| Agno Python agents and teams with a runtime and control plane | AI & agents | Agent frameworks | Adopt | Open source | 50 | 20 |
| Letta Stateful agents with long-term memory, formerly MemGPT | AI & agents | Agent frameworks | Trial | Open source | 50 | 20 |
| Temporal Durable execution for long-running agent workflows | AI & agents | Agent frameworks | Adopt | Open source | 60 | 70 |
| Inngest Durable steps, queues and AgentKit for serverless code | AI & agents | Agent frameworks | Adopt | Free tier, paid plans | 80 | 20 |
| Restate Durable execution engine for agents and services | AI & agents | Agent frameworks | Adopt | Open source | 60 | 50 |
| Model Context Protocol Open protocol and SDKs connecting agents to tools and data | AI & agents | Agent tools and MCP | Adopt | Open source | 50 | 0 |
| MCP Inspector Visual test and debug tool for MCP servers | AI & agents | Agent tools and MCP | Adopt | Open source | 90 | 0 |
| Docker MCP Toolkit Run catalog MCP servers as containers behind one gateway | AI & agents | Agent tools and MCP | Trial | Free tier, paid plans | 50 | 30 |
| Smithery Registry and hosting for MCP servers | AI & agents | Agent tools and MCP | Hold | Free tier, paid plans | 40 | 0 |
| MCP Registry Official community registry of public MCP servers | AI & agents | Agent tools and MCP | Trial | Open source | 20 | 0 |
| FastMCP Pythonic framework for MCP servers and clients | AI & agents | Agent tools and MCP | Adopt | Open source | 80 | 0 |
| Composio Hosted tool integrations and auth for agents | AI & agents | Agent tools and MCP | Trial | Free tier, paid plans | 40 | 10 |
| skills.sh Directory and CLI for installing agent skills | AI & agents | Agent tools and MCP | Assess | Open source | 50 | 0 |
| Stagehand Browser automation SDK for agents, by Browserbase | AI & agents | Agent tools and MCP | Adopt | Open source | 50 | 0 |
| Playwright MCP MCP server that drives a browser through Playwright | AI & agents | Agent tools and MCP | Trial | Open source | 60 | 0 |
| E2B Cloud sandboxes for running agent-generated code | AI & agents | Agent tools and MCP | Adopt | Free tier, paid plans | 50 | 20 |
| Claude Code Anthropic's agentic coding tool for the terminal and IDEs | AI & agents | Coding agents | Adopt | Paid | 90 | 0 |
| Codex OpenAI's coding agent for terminal, IDE and cloud | AI & agents | Coding agents | Trial | Open source | 80 | 0 |
| Cursor AI-first code editor forked from VS Code | AI & agents | Coding agents | Adopt | Free tier, paid plans | 60 | 0 |
| Gemini CLI Google's open-source terminal agent for Gemini | AI & agents | Coding agents | Trial | Open source | 80 | 0 |
| GitHub Copilot GitHub's AI pair programmer, agent mode and cloud agent | AI & agents | Coding agents | Adopt | Free tier, paid plans | 60 | 0 |
| Devin Desktop (formerly Windsurf) Cognition's agentic IDE, renamed from Windsurf | AI & agents | Coding agents | Trial | Free tier, paid plans | 60 | 0 |
| Cline Open-source coding agent for VS Code and the terminal | AI & agents | Coding agents | Adopt | Open source | 70 | 0 |
| Roo Code VS Code agent forked from Cline, now discontinued | AI & agents | Coding agents | Hold | Open source | 50 | 0 |
| Aider Git-aware AI pair programming in the terminal | AI & agents | Coding agents | Trial | Open source | 60 | 0 |
| Continue Open-source IDE agent and CI checks with any model | AI & agents | Coding agents | Adopt | Open source | 60 | 0 |
| Zed Fast Rust editor with built-in agent panel and ACP | AI & agents | Coding agents | Adopt | Open source | 80 | 0 |
| Warp Agentic terminal and development environment | AI & agents | Coding agents | Adopt | Free tier, paid plans | 50 | 0 |
| Amp Coding agent for terminal and editors, from Sourcegraph | AI & agents | Coding agents | Trial | Free tier, paid plans | 50 | 0 |
| OpenCode Open-source terminal coding agent for any model | AI & agents | Coding agents | Adopt | Open source | 90 | 0 |
| goose Local, extensible open-source AI agent built on MCP | AI & agents | Coding agents | Adopt | Open source | 60 | 0 |
| Kiro AWS's spec-driven agentic IDE and CLI | AI & agents | Coding agents | Trial | Free tier, paid plans | 50 | 0 |
| Jules Google's asynchronous cloud coding agent | AI & agents | Coding agents | Trial | Free tier, paid plans | 30 | 10 |
| Devin Cognition's autonomous cloud software engineer | AI & agents | Coding agents | Adopt | Paid | 40 | 20 |
| Paradev (formerly Superset) Desktop app to run many coding agents in parallel worktrees | AI & agents | Coding agents | Trial | Free tier, paid plans | 40 | 0 |
| Conductor Mac app to run parallel Claude Code and Codex agents | AI & agents | Coding agents | Trial | Free, closed source | 40 | 0 |
| Ollama Run open models locally behind a simple API | AI & agents | Local models | Trial | Open source | 70 | 10 |
| LM Studio Desktop app to download and serve local models | AI & agents | Local models | Trial | Free, closed source | 70 | 0 |
| llama.cpp C/C++ inference for GGUF models on CPU and GPU | AI & agents | Local models | Trial | Open source | 50 | 10 |
| vLLM High-throughput LLM serving engine | AI & agents | Local models | Trial | Open source | 30 | 40 |
| LocalAI Self-hosted OpenAI-compatible API for many model types | AI & agents | Local models | Adopt | Open source | 60 | 20 |
| Docker Model Runner Pull and run models as OCI artifacts with Docker | AI & agents | Local models | Adopt | Open source | 60 | 30 |
| Jan Open-source desktop ChatGPT alternative that runs offline | AI & agents | Local models | Trial | Open source | 70 | 0 |
| MLX LM Run and fine-tune LLMs on Apple silicon with MLX | AI & agents | Local models | Trial | Open source | 40 | 0 |
| Langfuse Open-source LLM tracing, evals and prompt management | AI & agents | LLM observability | Adopt | Open source | 60 | 60 |
| LangSmith LangChain's tracing, evals and deployment platform | AI & agents | LLM observability | Adopt | Free tier, paid plans | 50 | 20 |
| Arize Phoenix Open-source LLM tracing and evaluation on OpenTelemetry | AI & agents | LLM observability | Adopt | Open source | 80 | 30 |
| Helicone Proxy-based LLM logging and AI gateway | AI & agents | LLM observability | Hold | Open source | 30 | 10 |
| OpenLLMetry OpenTelemetry instrumentation for LLM libraries | AI & agents | LLM observability | Trial | Open source | 50 | 10 |
| Braintrust Evals, logging and prompt playground for AI products | AI & agents | LLM observability | Adopt | Free tier, paid plans | 40 | 20 |
| promptfoo CLI for LLM evals and red teaming in CI | AI & agents | LLM observability | Trial | Open source | 70 | 0 |
| Opik Open-source LLM tracing and evals from Comet | AI & agents | LLM observability | Adopt | Open source | 60 | 50 |
| Terraform HashiCorp's declarative infrastructure as code in HCL | Platform | Infrastructure as code | Adopt | Free tier, paid plans | 60 | 50 |
| OpenTofu Open-source Terraform fork under the Linux Foundation | Platform | Infrastructure as code | Adopt | Open source | 60 | 50 |
| Pulumi Infrastructure as code in TypeScript, Python, Go and .NET | Platform | Infrastructure as code | Adopt | Open source | 50 | 60 |
| AWS CDK AWS infrastructure in code, synthesized to CloudFormation | Platform | Infrastructure as code | Adopt | Open source | 30 | 50 |
| AWS CloudFormation AWS's native declarative infrastructure templates | Platform | Infrastructure as code | Adopt | Free, closed source | 30 | 40 |
| Bicep Microsoft's declarative language for Azure resources | Platform | Infrastructure as code | Trial | Open source | 40 | 30 |
| Crossplane Kubernetes control plane for cloud infrastructure | Platform | Infrastructure as code | Adopt | Open source | 30 | 60 |
| Terragrunt Orchestration wrapper for Terraform and OpenTofu stacks | Platform | Infrastructure as code | Adopt | Open source | 40 | 40 |
| Ansible Agentless configuration management over SSH | Platform | Infrastructure as code | Adopt | Open source | 30 | 60 |
| CDK for Terraform Terraform in general-purpose languages, now deprecated | Platform | Infrastructure as code | Hold | Open source | 30 | 20 |
| Backstage Open-source developer portal framework by Spotify | Platform | Developer portals | Adopt | Open source | 40 | 20 |
| Port Hosted internal developer portal with a flexible data model | Platform | Developer portals | Adopt | Free tier, paid plans | 40 | 20 |
| Cortex Hosted portal focused on service scorecards and ownership | Platform | Developer portals | Adopt | Paid | 30 | 10 |
| OpsLevel Hosted service catalog with maturity checks | Platform | Developer portals | Adopt | Paid | 40 | 10 |
| Humanitec Platform Orchestrator that wires workloads to infrastructure | Platform | Developer portals | Trial | Paid | 40 | 50 |
| Kratix Kubernetes framework for building platform APIs, by Syntasso | Platform | Developer portals | Trial | Open source | 10 | 40 |
| Roadie Managed, hosted Backstage | Platform | Developer portals | Adopt | Paid | 30 | 20 |
| GitHub Actions CI/CD workflows built into GitHub | Platform | CI/CD | Adopt | Free tier, paid plans | 50 | 60 |
| GitLab CI/CD Pipelines built into GitLab, hosted or self-managed | Platform | CI/CD | Adopt | Free tier, paid plans | 50 | 70 |
| Jenkins Long-standing self-hosted automation server | Platform | CI/CD | Adopt | Open source | 40 | 60 |
| CircleCI Hosted CI/CD with Docker, machine and macOS executors | Platform | CI/CD | Adopt | Free tier, paid plans | 40 | 50 |
| Buildkite Hosted CI control plane with agents on your own machines | Platform | CI/CD | Adopt | Free tier, paid plans | 40 | 60 |
| act Run GitHub Actions workflows locally in Docker | Platform | CI/CD | Trial | Open source | 50 | 20 |
| Tekton Kubernetes-native CI/CD pipeline building blocks | Platform | CI/CD | Adopt | Open source | 10 | 70 |
| Argo CD Declarative GitOps continuous delivery for Kubernetes | Platform | GitOps | Adopt | Open source | 30 | 70 |
| Flux CNCF GitOps toolkit for Kubernetes | Platform | GitOps | Adopt | Open source | 30 | 70 |
| Kargo Promote changes across environments on top of Argo CD | Platform | GitOps | Adopt | Open source | 30 | 50 |
| OpenTelemetry Vendor-neutral APIs, SDKs and Collector for telemetry | Platform | Observability | Adopt | Open source | 40 | 50 |
| Grafana Dashboards over metrics, logs and traces | Platform | Observability | Adopt | Open source | 70 | 40 |
| Prometheus CNCF metrics database and alerting | Platform | Observability | Adopt | Open source | 60 | 50 |
| Jaeger CNCF distributed tracing backend and UI | Platform | Observability | Adopt | Open source | 70 | 30 |
| grafana/otel-lgtm OTel Collector, Grafana, Loki, Tempo and Mimir in one image | Platform | Observability | Trial | Open source | 70 | 20 |
| SigNoz OpenTelemetry-native logs, metrics and traces in one app | Platform | Observability | Trial | Open source | 50 | 50 |
| Sentry Error tracking and performance monitoring | Platform | Observability | Adopt | Free tier, paid plans | 50 | 20 |
| Grafana Loki Label-indexed log aggregation from Grafana Labs | Platform | Observability | Adopt | Open source | 30 | 50 |
| Datadog Hosted monitoring, APM and logs platform | Platform | Observability | Adopt | Paid | 50 | 50 |
| HashiCorp Vault Secrets storage, dynamic credentials and encryption | Platform | Secrets and supply chain | Adopt | Free tier, paid plans | 60 | 50 |
| OpenBao Open-source Vault fork under the Linux Foundation | Platform | Secrets and supply chain | Adopt | Open source | 60 | 50 |
| Doppler Hosted secrets manager that injects env vars | Platform | Secrets and supply chain | Adopt | Free tier, paid plans | 60 | 40 |
| Infisical Open-source secrets manager and PKI | Platform | Secrets and supply chain | Trial | Open source | 50 | 50 |
| 1Password CLI Inject secrets from 1Password vaults into commands and env | Platform | Secrets and supply chain | Adopt | Paid | 40 | 20 |
| SOPS Encrypt values in YAML, JSON and env files with KMS or age | Platform | Secrets and supply chain | Adopt | Open source | 40 | 30 |
| External Secrets Operator Sync secrets from external managers into Kubernetes | Platform | Secrets and supply chain | Adopt | Open source | 10 | 40 |
| Renovate Automated dependency update pull requests | Platform | Secrets and supply chain | Adopt | Open source | 20 | 20 |
| Dependabot GitHub's built-in dependency and security updates | Platform | Secrets and supply chain | Adopt | Free, closed source | 20 | 20 |
| Trivy Scanner for vulnerabilities, misconfigs and secrets | Platform | Secrets and supply chain | Trial | Open source | 60 | 30 |
| Syft Generate SBOMs from images and filesystems, by Anchore | Platform | Secrets and supply chain | Adopt | Open source | 70 | 20 |
| Grype Vulnerability scanner for images and SBOMs, by Anchore | Platform | Secrets and supply chain | Trial | Open source | 60 | 20 |
| Cosign Sign and verify container images, part of Sigstore | Platform | Secrets and supply chain | Adopt | Open source | 30 | 30 |
| Gitleaks Find committed secrets in git history | Platform | Secrets and supply chain | Trial | Open source | 60 | 0 |
| Snyk Hosted scanning for dependencies, code, containers and IaC | Platform | Secrets and supply chain | Adopt | Free tier, paid plans | 50 | 40 |