localhost:8008 → production

Vibe in. Verified out.

8008AI turns AI-generated prototypes, internal tools, and business apps into secure, tested, governed, production-ready software.

Run a Vibe Check See the Control Room

$ 8008 scan ./your-prototype --gate production

vibe-check — claims-review-dashboard

Production Readiness Score

42/100

Prototype — Not approved for production

Critical blockers

Missing SSO
No audit logging
Exposed admin route
Secrets detected
No test coverage

/ the problem

AI made app creation easy. Enterprise production is still hard.

Shadow AI apps

Teams are already building apps with AI tools, scripts, and prototypes outside normal IT visibility.

Security gaps

Generated apps often lack auth, role controls, logging, testing, secret management, and data policy enforcement.

No ownership

Prototypes become business-critical without clear maintainers, runbooks, reviews, or lifecycle controls.

/ the pipeline

8008AI is the verification layer between prototype and production.

Prompt / Prototype

Inspect

Harden

Approve

Deploy

Operate

Inspect

Map data flows, dependencies, routes, secrets, permissions, and integrations.

Harden

Add enterprise patterns for SSO, RBAC, logging, tests, error handling, and environment config.

Approve

Route changes through business, engineering, security, and platform review.

Deploy

Ship through standardized, policy-compliant deployment paths with rollback built in.

Operate

Track ownership, usage, incidents, dependencies, and retirement status.

/ the platform

Two systems. One assembly line.

module: FACTORY_FLOOR

Factory Floor

The AI software factory that transforms requests, spreadsheets, tickets, and rough prototypes into production candidates.

Intake from natural language, tickets, spreadsheets, Figma, or existing repos
Generates implementation plans and acceptance criteria
Creates tests, documentation, runbooks, and deployment plans
Opens remediation PRs instead of just producing reports

module: CONTROL_ROOM

Control Room

The governance control plane for every AI-built app in the enterprise.

App registry and ownership tracking
Risk scoring and production-readiness gates
Security, compliance, and dependency checks
Agent logs, approval history, and audit trails

/ the registry

Every AI-built app. One pane of glass.

8008ai / control-room / app-registry4 apps tracked

App Name	Owner	Source	Risk	Readiness	Status
Claims Review Dashboard	Ops	Lovable Import	High	x 42/100	Blocked
Vendor Onboarding Tool	Finance	v0 Prototype	Medium	x 71/100	Needs Review
Inventory Exception Tracker	Supply Chain	Internal Agent	Low	x 88/100	Approved
Revenue QA Console	RevOps	GitHub Repo	Medium	x 64/100	Remediation Open

/ vibe check

Run a Vibe Check before anything ships.

Connect a repo or import an AI-generated prototype. 8008AI scans it, scores it, explains the risks, and opens pull requests to make it production-ready.

Run a Vibe Check

$ 8008 scan --full

Secrets scanning
Auth and RBAC review
PII and data-flow detection
Dependency and license risk
Test coverage analysis
Logging and observability checks
Deployment readiness
Ownership and runbook verification

/ enterprise-ready

Built for the teams that have to say yes safely.

For CIOs

Visibility into AI-built software sprawl.

For CISOs

Policy gates before production access.

For platform teams

Standardized templates, deployment paths, and app ownership.

For business teams

A path from prototype to approved app without waiting months.

/ the difference

Not another prompt-to-app toy.

App builders

Generate apps quickly
Great for prototypes
Often stop at demo
Limited lifecycle ownership

8008AI

Verifies production readiness
Opens remediation PRs
Tracks ownership and approval
Governs apps across tools and teams

/ get started

Bring your AI-built apps under control.

Start with one prototype. Leave with a verified path to production.