Vibeleaderboard

What CI/CD setup do I need for an AI-assisted codebase?

Tests, type checking, and a build on every pull request, plus a preview deployment. When an agent writes most of the code, the pipeline is the reviewer that never gets tired or agrees with you.

Surveyed 13 August 2026

Automate delivery

Open in Tools →
No.Tool
  1. 01
    GitHub Actions

    CI/CD inside GitHub. Workflow automation built into GitHub. 2,000 free minutes/month for private repos on Pro. Unlimited free minutes on public repos.

    Developer Tools
  2. 02
    GitLab CI

    CI/CD inside GitLab. GitLab's built-in CI/CD with shared runners, auto DevOps, and a YAML pipeline config. Self-host or GitLab.com SaaS.

    Developer Tools
  3. 03
    CircleCI

    Dedicated CI/CD platform. Mature CI/CD with Docker, machine, and macOS executors. Strong support for monorepos, orbs (reusable config), and matrix builds.

    Developer Tools
  4. 04
    Buildkite

    CI/CD with self-hosted agents. CI/CD pipelines hosted by Buildkite but runners (agents) run on your own infra. Great fit for big monorepos and security-sensitive teams.

    Developer Tools
  5. 05
    Jenkins

    Open-source automation server. The classic self-hosted CI/CD server. Free and open-source (MIT) with a huge plugin ecosystem — you run and maintain it on your own infrastructure.

    Developer Tools
  6. 06
    Harness

    A meta-skill that designs domain-specific agent teams and defines specialized agents.

    Developer Tools
  7. 07
    Argo CD

    GitOps continuous delivery for Kubernetes. Open-source GitOps delivery controller for Kubernetes (CNCF). Free to self-host; Akuity offers a managed Pro plan and enterprise support.

    Developer Tools
  8. 08
    HCP Terraform

    Managed Terraform for infrastructure as code. HashiCorp's hosted Terraform: remote state, runs, policy, and a private registry. Terraform CLI itself is free/open-source; paid tiers price per managed resource.

    Developer Tools
  9. 09
    TeamCity

    JetBrains CI/CD server. JetBrains' CI/CD. TeamCity Professional is free to self-host; TeamCity Cloud is billed per committer and Enterprise Server per agent.

    Developer Tools

Ordered by the VibeLeaderboard index, re-surveyed each edition. Something missing?

What to look for

  • 01Does it block the merge on failure, or only report? Advisory checks get ignored within a week.
  • 02Is it fast enough to run on every push? A ten-minute pipeline stops being run.
  • 03Can an agent read the failure output and fix it, or is the log unusable?

Common questions

What should run in CI for an AI-written codebase?
Type checking, tests, a production build, and a preview deploy. The build catches what type checking misses, and the preview catches what neither can see.
Should agents be allowed to push directly to main?
No. Branch, open a pull request, let the pipeline gate it. The value of the pipeline is that it applies to work nobody watched being written.

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