Now operating at AI-Full Capacity

Expert Human
Supervision.
AI-Powered Speed.

We carry 20+ years of pre-AI engineering expertise into the AI era — shipping faster and cheaper than traditional shops. Our human-in-the-loop oversight means "AI Swamp Code" never reaches your production environment.

Pre-AI Era (20 yrs)AI-Full Capacity ✦
20+ Years Pre-AI Expertise
AI-Accelerated Delivery
Human-Validated Every PR
20+
Years Pre-AI Expertise
Enterprise & startup systems
Faster Delivery via AI
vs. traditional development
0
AI Swamp Code in Prod
Human review on every PR
100%
Human Code Review
Senior engineers, always
git diff ai/generated...human/validated

Human-in-the-Loop

Every AI output passes through our senior engineers. Security vulnerabilities, architectural flaws, and silent data leaks are caught and resolved before they reach production.

Open
fix: resolve security vulnerabilities in user endpoint#42
3 criticalApproved4 comments
src/controllers/user.controller.ts−9+10
AI Generatedai/generated
1 export async function getUser(req, res) {
2- const userData = req.body;No input validation
3- const user = await db.query(
4- `SELECT * FROM users WHERE id = ${userData.id}`