Agentic Workflows: Branched Environments

Описание и применение

Автоматизированные изолированные среды предпросмотра для каждого PR с помощью AI, Neon и ArgoCD, устраняющие ручную работу DevOps.

Задача

Enterprise teams need automated, isolated preview environments for every pull request without manual DevOps intervention.

Результат

Automated, isolated preview environments per PR with AI-driven code changes, database branching, and instant deployment, reducing manual DevOps overhead and improving safety.

Рабочий процесс

• Create issue and tag agent
• Agent verifies policies and gathers context
• Agent installs required software
• Agent creates/reuses Git branch
• Agent creates/reuses Neon preview branch
• Agent runs code changes and migrations
• Agent commits and pushes to branch
• Agent opens/updates PR
• Agent updates issue status
• GitHub CI checks out PR
• CI creates/reuses Neon preview branch
• CI runs migrations/checks
• CI builds container with branch-specific Neon URLs
• CI pushes image and updates ArgoCD manifests
• ArgoCD creates application via ApplicationSet
• ArgoCD polls status and updates preview URL

Доказательства

I onboard my project onto Neon and re-create my "Preview Environments” implementation to turn into a truly separated (branched) environment for every new Pull Request

Источник

Creates (or reuses) the separate GIT branch

Источник

Creates a separate Neon preview branch

Источник

Agent implements the code changes

Источник

ArgoCD creates a new application through the AplicationSet

Источник