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Deploy, manage, and develop projects on Vercel from the command line
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Basado en la clasificación ocupacional SOC
Design the UX of Databricks data apps — dashboards, KPI pages, reports, charts, tables, and Genie/chat data assistants — mapped to concrete AppKit components. Use when BUILDING or reviewing any UI that displays data or answers data questions: choosing genre, layout, charts, KPIs, semantic color, required states (loading/empty/error), IBCS notation, and AI-result trust (showing generated SQL/sources for Genie/chat). NOT for authoring managed AI/BI (Lakeview) dashboards (→ databricks-aibi-dashboards), non-data frontend (forms, settings, auth, marketing), or scaffolding/build/deploy (→ databricks-apps). Complements databricks-apps; use it alongside whenever the app has a dashboard, chart, table, KPI, report, or Genie/chat/AI surface.
Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks. Use when building batch or streaming data pipelines with Python or SQL. Invoke BEFORE starting implementation.
Migrate Databricks workloads from classic compute to serverless compute. Scans code for serverless compatibility issues, provides concrete fixes for the serverless Spark Connect architecture, and guides the full migration to serverless environments. Use for classic-to-serverless migrations, serverless code compatibility checks, or writing new serverless-compatible notebooks and jobs. Not for classic DBR version upgrades or cluster configuration changes within classic compute.
Author and maintain DevHub templates published at `developers.databricks.com/templates`. A template is the public name for any of three internal entry kinds — atomic snippets, multi-step end-to-end walkthroughs, and full deployable example apps. Use when creating, updating, or reorganizing any template-tier content.
Build apps on Databricks Apps platform. Use when asked to create dashboards, data apps, analytics tools, or visualizations. Auto-detects need for Lakebase when app stores state; evaluates data access patterns (analytics vs Lakebase synced tables) before scaffolding. Invoke BEFORE starting implementation.
Databricks CLI operations: auth, profiles, data exploration, and bundles. Contains up-to-date guidelines for Databricks-related CLI tasks.
| name | vercel-cli |
| description | Deploy, manage, and develop projects on Vercel from the command line |
The Vercel CLI (vercel or vc) deploys, manages, and develops projects on the Vercel platform from the command line. Use vercel <command> -h for full flag details on any command.
Commands must be run from the directory containing the .vercel folder (or a subdirectory of it). How .vercel gets set up depends on your project structure:
.vercel/project.json: Created by vercel link. Links a single project. Fine for single-project repos, and can work in monorepos if there's only one project..vercel/repo.json: Created by vercel link --repo. Links a repo that may contain multiple projects. Always a good idea when any project has a non-root directory (e.g., apps/web).Running from a project subdirectory (e.g., apps/web/) skips the "which project?" prompt since it's unambiguous.
When something goes wrong, check how things are linked first — look at what's in .vercel/ and whether it's project.json or repo.json. Also verify you're on the right team with vercel whoami — linking while on the wrong team is a common mistake.
npm i -g vercel
vercel login
vercel link # single project
# OR
vercel link --repo # monorepo
vercel pull
vercel dev # local development
vercel deploy # preview deployment
vercel --prod # production deployment
Use this to route to the correct reference file:
references/deployment.mdreferences/local-development.mdreferences/environment-variables.mdreferences/ci-automation.mdreferences/domains-and-dns.mdreferences/projects-and-teams.mdreferences/monitoring-and-debugging.mdreferences/storage.mdreferences/integrations.mdvercel curl (see references/monitoring-and-debugging.md)vercel api as a fallback (see references/advanced.md)references/node-backends.mdreferences/monorepos.mdreferences/bun.mdreferences/flags.mdreferences/advanced.mdreferences/global-options.mdreferences/getting-started.mdvercel link creates project.json, which only tracks one project. Use vercel link --repo instead. When things break, check .vercel/ first.vercel link if .vercel/ doesn't exist. This creates project.json, which may be wrong. Run vercel link (or --repo) explicitly first.vercel whoami to check, vercel teams switch to change.--yes in CI: Required to skip interactive prompts.vercel deploy after vercel build without --prebuilt: The build output is ignored.VERCEL_TOKEN env var instead of --token.vercel curl instead to access preview deploys.