Production Platform

The Platform

A substantial engineering investment in enterprise-grade AI safety infrastructure

AI Assess Tech isn't a prototype or proof-of-concept. It's a production platform built with 200+ VibeCoded hours of engineering effort. At 100 hours Before AI (BAI) for every 1 hour of VibeCoding, the total BAI level of effort is over 10 man years. Backed by 3,886 automated tests and designed for enterprise reliability.

This page provides transparency into the engineering foundation that makes AI Assess Tech a trustworthy platform for AI behavioral assessment.

Codebase at a Glance

Real numbers from a real production system. Updated January 2026.

3,886

Automated Tests

99.62% pass rate

454+

Source Files

TypeScript/React

150+

API Endpoints

REST API routes

Database Models

1,467 lines schema

197

Development Rules

AI-assisted coding

132

Developer Guides

Comprehensive docs

Testing Infrastructure

Every feature is backed by comprehensive automated testing. Here's our latest test run.

AI Assess Tech Test Results - 3,886 tests passing at 99.62% pass rate

Test Suite Breakdown

3,886 total tests across 9 test suites

Suite	Status	Tests	Duration
Unit Tests	PASS	2,461	30.6s
Integration Tests	PASS	347	166.0s
API Tests	PASS	879	1,800.1s
E2E Tests (Jest)	PASS	12	24.1s
E2E Tests (Playwright-P)	PASS	39	25.1s
E2E Tests (Playwright-A)	PASS	16	26.1s
SDK-TS Tests	PASS	25	1.6s
SDK-Wrapper Tests	PASS	7	1.7s
SDK-Python Tests	PASS	100	1.3s
TOTAL	99.62%	3,886	~30 min

Engineering Highlights

Key investments that make AI Assess Tech enterprise-ready.

10+ Man Years (BAI Equivalent)

200+ VibeCoded hours of engineering. At 100:1 BAI ratio, this represents over 10 man years of traditional development effort.

Enterprise-Grade Security

18 security rules governing authentication, API security, database access, secrets management, and compliance.

Multi-Tenant Architecture

52 database models with full organization isolation, row-level security patterns, and comprehensive audit trails.

Battle-Tested Patterns

197 development rules extracted from real-world debugging, ensuring consistent, high-quality code across the entire platform.

Technology Stack

Built on modern, well-supported technologies for long-term maintainability.

Frontend

Next.jsReact framework with App Router

16.x

ReactUI library

19.x

TypeScriptType safety

5.x

Tailwind CSSStyling

4.x

shadcn/uiComponent library

Latest

Backend

Next.js API RoutesRESTful API

16.x

PrismaORM and database toolkit

6.x

NextAuthAuthentication

5.x

ZodRuntime validation

4.x

Infrastructure

VercelHosting and deployment

—

NeonServerless PostgreSQL

—

StripePayment processing

—

Testing

JestUnit, integration, API tests

29.x

PlaywrightBrowser E2E tests

1.49.x

Testing LibraryReact component testing

16.x

SDK Ecosystem

Official SDKs for seamless integration into your applications.

TypeScript SDK

Production

@aiassesstech/sdk-ts

Full-featured SDK for Node.js and browser environments

25 tests passing

Python SDK

Production

aiassesstech

Native Python SDK for data science and backend integrations

100 tests passing

SDK Wrapper

Production

@aiassesstech/sdk-wrapper

Lightweight wrapper for quick integrations

7 tests passing

Our Commitment to Transparency

We believe the platforms you trust should be transparent about their engineering investment. The metrics on this page are real, verifiable, and updated regularly. When you use AI Assess Tech, you're using a platform built with the same rigor we expect from the AI systems we assess.

View Patent Portfolio →View Academic References →View Methodology →

Metrics last updated: January 20, 2026