DevOps and platform engineering

8 vendors in this category, with what each one does. Alphabetical; listing is not an endorsement.

Python package management and a platform for building, securing and deploying data science and AI workflows.

Automated visual and functional testing platform for web and mobile apps, used by developers and QA teams.

Self-hosted platform for building AI agents that automate cloud provisioning, security and compliance work for DevOps teams.

Feature flags, progressive delivery, experimentation and runtime controls for engineering teams shipping code and AI agents.

Incident management for engineering teams covering on-call scheduling, incident response, retrospectives and status pages.

API design and testing, automated UI testing, test management and error monitoring tools for software teams.

Code search and codebase context for engineering teams and AI coding agents working across large repositories.

Orchestration platform for running and governing Terraform, OpenTofu, Pulumi and Ansible infrastructure-as-code workflows.