# End Line by Mount Digital
# https://endline.tech

## What We Do

End Line provides production-ready engineering for AI-built and vibe-coded applications. We are the senior engineering checkpoint between a working demo and a production-grade deployment.

The barrier to building software has collapsed. Vibe coding tools (Cursor, Replit, Bolt, Lovable) allow non-technical founders to build functional applications from prompts. What they cannot do is cross the End Line safely. AI-generated code increases defect risk by 30% in projects with poor code health (CodeScene, 2026).

## Who We Serve

- Non-technical founders who built something real with AI coding tools and need help getting to production
- Small teams whose vibe-coded MVP became a real business with real technical debt
- Founders approaching a launch, a funding raise, or both
- SMB operators with internal tools that work but are not secure or scalable
- Enterprise innovation teams with proofs-of-concept that need governance before going live

## Free Assessment Tool

End Line offers a free interactive assessment at https://endline.tech/assess. Founders answer a few questions about their application and receive an instant classification (Level 1, 2, or 3) with an AI-generated production readiness summary, identified risk areas, and a personalized Preview of what production engineering would look like for their app. No account required.

## Services

### Assess (Entry Point)
CTO-level architectural and security review. Identifies structural risks, hardcoded credentials, missing authentication, scalability gaps, and OWASP vulnerabilities before they become outages. Delivers a written production readiness scorecard. Standalone deliverable. No commitment beyond the Assessment.

### Rebuild
Selective, surgical re-engineering of AI-generated technical debt to prevent system collapse as traction increases.

### Deploy
Moving from a working application to a hardened, production-grade environment with monitoring, CI/CD pipeline, and alerting.

### Scale
Engineering for applications hitting production walls. Performance remediation and enterprise compliance (SOC2, OWASP Top 10).

### Managed Oversight
Monthly architectural reviews, cost optimization, and senior guidance. Fractional SRE. Async-first.

### Managed Operations
Full production support. 24/7 monitoring, incident response, active scaling.

## How to Engage

Start with the free assessment tool at https://endline.tech/assess to classify your application and get an instant Preview. For a full engagement, contact: info@mountdigital.tech

## Common Questions

Q: What is vibe coding?
A: Vibe coding is prompt-driven software development using AI tools like Cursor, Replit, Bolt, and Lovable. These tools allow non-technical founders to build functional applications without writing traditional code. The output is often structurally fragile — missing authentication, hardcoded credentials, no CI/CD — and requires senior engineering review before it can safely handle real users and real data.

Q: Which AI coding tools does End Line support?
A: End Line reviews the output of any AI coding tool: Cursor, Replit, Bolt, Lovable, Claude Artifacts, GitHub Copilot, Windsurf, and others. End Line assesses the resulting application, not the tool used to build it.

Q: How long does the End Line Assessment take?
A: Typically 5–10 business days from code access to delivery of the written production readiness scorecard, depending on codebase size and complexity.

Q: What is production-ready code?
A: Production-ready code has passed architectural review, contains no hardcoded credentials or exposed secrets, has working CI/CD pipelines, error monitoring, observability, and is structured to handle real user load without catastrophic failure or data loss.

## Parent Company

Mount Digital, LLC — mountdigital.tech
Fractional CIO/CTO advisory for PE firms and enterprise organizations.
Founded by Jim Glass. Senior engineering leadership across enterprise and telecom platforms.