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Deploy with AI

Describe a deployment in plain English; Serpent scopes it, runs an AI review, and executes only after you approve.

Updated August 22, 2026 · 1 min read

Try it in Serpent
Deploy file selection with a Select with AI option that gathers the right components, alongside a searchable metadata tree

Describe your intent

Instead of clicking through a workflow, type what you want in plain English, for example "Deploy the new pricing feature to QA". Serpent gathers the right components, prepares the deployment, and asks for your okay.

Scope and AI review

Serpent maps the exact components the change touches and runs an AI review to catch missing dependencies, security issues, and risky patterns before anything moves.

Approve, then execute

Human approval is required before execution. Once you approve, Serpent AI deploys and records logs, status, and artifacts for full auditability.

Try it in Serpent

Open a Work Item with the "Try it in Serpent" button above, then:

  1. Open Deploy from Source

    On the Work Item, open More actions and choose Deploy from Source.

  2. Select with AI

    On the Select changes step, click Select with AI to have Serpent gather the right components for you instead of picking them by hand.