The engineering layer that sits on top of Claude Code, Cursor, and Copilot. Qalib orchestrates, tests, certifies, and deploys — so your developers build 3-5× faster without the technical debt.
Works with Claude Code|Works with Cursor|Works with Copilot|Runs inside your cloud
Qalib is the layer that makes it production-ready.
Your team already uses Cursor, Claude Code, or Copilot to write code faster. Maybe you've prototyped with Lovable or Bolt. These tools are powerful — but they stop at code generation. Nobody orchestrates the work, tests it autonomously, or certifies it for production. That's the gap. Qalib fills it.
Qalib Layer
Orchestration · QA · Shield Certification · Deploy
The engineering discipline your AI tools are missing
Your IDE Tools
Claude Code
Cursor
Copilot
Tabnine
Your Prototyping Tools
Lovable
Bolt
v0
Replit
Your Infrastructure
Terraform
AWS CDK
Docker
K8s
One developer + PM Studio + Claude Code = the output of a 5-person team. That's the goal.
Not a chatbot. Not a copilot. A structured pipeline where every agent has a specific job — and no agent ships code another agent hasn't verified.
Build a payments API with PCI compliance and webhook support
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Shield doesn't just run tests — it certifies. This is what separates Qalib from every other AI dev tool.
Studies suggest 45–80% of AI-generated applications ship with exploitable security vulnerabilities.
Shield reads your entire codebase, maps the dependency graph, identifies critical paths, and generates a custom checklist of 400+ checks tailored to your project — not generic rules.
Security scans. Performance benchmarks. Compliance checks. Frontend rendering verification. API contract validation. Every check runs in parallel inside your VPC.
Shield produces a signed certificate with a full audit trail. PRODUCTION READY means every check passed. BLOCKED means specific failures with fix recommendations. No ambiguity.
When Shield finds issues, it doesn't just report them — it generates fix tasks and re-runs verification automatically. Most issues are resolved without human intervention.
On our Enterprise plan, Qalib deploys entirely inside your AWS VPC. Your source code, your data, your architecture — none of it touches our servers. When you stop paying, you keep everything.
1# Qalib BYOC — runs inside YOUR AWS VPC
2# Zero data egress. Full tenant isolation.
3
4resource "aws_vpc" "qalib" {
5 cidr_block = "10.0.0.0/16"
6
7 tags = {
8 Name = "qalib-agents"
9 Environment = "production"
10 Compliance = "soc2-ready"
11 }
12}
13
14resource "qalib_agent_cluster" "main" {
15 vpc_id = aws_vpc.qalib.id
16 instance_type = "ml.g5.2xlarge"
17 agents_enabled = ["pm", "architect", "coder", "qa", "shield", "deploy"]
18
19 shield_config {
20 auto_certify = true
21 check_count = 400
22 block_on_fail = true
23 }
24}Unlike platforms where your codebase lives on their servers, Qalib runs inside your infrastructure.
Your source code never leaves your VPC. No data touches our servers — ever.
Dedicated agent instances running in your cloud. No shared infrastructure.
Stop paying and keep all your code, data, and architecture. No lock-in.
Works with your stack
Works alongside your existing Claude, Cursor, or Copilot subscriptions. No platform migration. Just add the missing layer.
For individual developers and small teams.
Billed monthly. Cancel anytime.
5 developers = $95/month
For teams shipping production software.
Billed monthly or annually (save 20%).
10 developers = $490/month
For regulated industries. Full control.
Annual contract.
Talk to us
$89
Claude Pro + Cursor + Qalib Team
per developer/month
3-5×
output per engineer
measured on real projects
A 10-person team with Qalib ships like a 30-50 person team. At a fraction of the hiring cost.
The certificate is the product. The trust is the differentiator.
Start with one developer. See the difference in your first week. No platform migration — Qalib works alongside your existing tools.
No spam. We'll only email you when your access is ready.