AI agent · Production readiness

Shipping Antigravity-built apps: an agentic production-readiness checklist

Antigravity is an agentic development environment: it plans and executes multi-step coding tasks across your project rather than completing one line at a time. The output is real software fast, and it inherits the same production gaps as any AI-built app, vibe-coded or otherwise.

This checklist focuses on the decisions an agentic build is most likely to get wrong for production: access control, secret handling, exposed surfaces, scale, and cost. None of it means the tool is bad; it means agent-written code needs a review pass, the same as code from any AI builder.

45%

of AI-generated code ships with a known security weakness (Wiz · Databricks)

+107%

rise in vulnerabilities per codebase year over year (Checkmarx)

Verify the decisions the agent made for you

An agent wires up auth, data access, configuration, and deployment while optimizing for a working result. Production-grade hardening is rarely the path of least resistance, so check it explicitly rather than assuming the agent chose the safe option.

  • Database rules and ownership

    Confirm tables enforce per-row ownership instead of permissive defaults.

  • Authentication boundaries

    Verify protected routes and APIs perform a real server-side session check.

  • Exposed admin or debug surfaces

    Look for scaffolded admin panels, debug routes, or seed endpoints that should not be public.

  • Secret management

    Ensure keys live in server-side secrets, not in client-reachable code or committed files.

Scale and cost of an agentic build

Agents reach for managed services and default configurations, which is convenient and occasionally fragile or expensive under load. Review the data-access patterns and price the hot paths the same way you would any generated app.

  • Query patterns

    Check for N+1 queries, unbounded reads, and missing indexes before real data arrives.

  • Per-operation cost

    Trace the busiest user action to the services it bills and model it at real volume.

The pre-launch checklist

  • Audit database rules for per-row ownership

    Replace permissive defaults with real authorization.

  • Confirm server-side auth on every protected surface

    No relying on client-side redirects.

  • Remove or protect scaffolded admin/debug routes

    Nothing internal should be publicly reachable.

  • Move all secrets into server-side storage

    Rotate anything that was exposed.

  • Review query patterns for scale

    N+1, unbounded reads, and missing indexes.

  • Model hot-path costs at real volume

    Cache or rate-limit expensive operations.

  • Verify the dependency tree

    Confirm packages are real and pinned.

Run this checklist on your repo, automatically

PeakStack scores every commit for security, scalability, and cost - with the exact line and a fix.

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FAQ

Is an Antigravity-built app safe to deploy?

It will run, but an agentic build makes many unreviewed decisions. Before launch, verify access control, authentication boundaries, secret handling, scale patterns, and any scaffolded admin or debug surfaces.

Are agent-built apps riskier than vibe-coded ones?

They face the same risks. The vulnerabilities come from the model, so an agentic build and a vibe-coded build need the same security, scale, and cost review before real users.

How do I keep an agent-built app safe as it grows?

PeakStack scores security, scalability, and cost on every commit, so later changes by the agent or by you are reviewed automatically and regressions surface immediately.

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