The Same Patterns.
Every Single Time.
In 10+ years of offensive security work, we keep seeing the same four gaps. The tools change. The framework changes. The vulnerabilities don't.
Your LLM Gets Weaponized
AI-powered features built without guardrails are easy targets. Attackers use prompt injection to override your system prompt, extract user data, impersonate your app, and pivot to your backend. Samsung's internal ChatGPT use leaked proprietary source code. Your AI chatbot is no different.
Your Web App and APIs Exploited
LLM-generated code skips security fundamentals. Broken access control, SQL injection, and missing auth checks are baked in by default. Attackers scan for newly launched domains and use automated tools. A vibe-coded SaaS app was found with its entire user database accessible via a predictable URL — no authentication required.
Your Cloud Credentials Are Exposed
AWS keys, database passwords, and API tokens hard-coded in repos (or left in `.env` files committed by mistake) are harvested within hours by automated scanners. Crypto miners spin up hundreds of instances on your account. One startup received a $50,000 AWS bill overnight from an exposed IAM key pushed to GitHub.
Wrongly Architected Systems Breached
Bad architecture doesn't look broken — it just behaves wrong under pressure. Business logic flaws let attackers abuse flows your app was never meant to allow. Outdated libraries carry known CVEs that are trivially exploitable. No rate-limiting means your login and payment endpoints are wide open to credential stuffing and abuse. Scalability gaps cause cascading failures that attackers trigger on demand — turning your own traffic into a denial-of-service.
Why this keeps happening
AI writes over-engineered functional code.
It does not write secure tested code.
We have tested hundreds of apps — enterprise, startup, SMB. The vibe-coded ones are the most vulnerable by far. Not because the developers are careless, but because AI has no threat model. It doesn't know your users, your data, your cloud setup, or who will try to break in. It just generates code that works. Our job is to find everything it left open.
LLMs & AI Features
Prompt injection, RAG poisoning, agent hijacking — attack surfaces that didn't exist 3 years ago.
Web Apps & APIs
Auth bypasses, injection flaws, exposed endpoints — the OWASP classics, still present in every vibe-coded product I audit.
Architecture
Technology-agnostic design reviews that find structural risks before a single line of vulnerable code ships.
Hybrid Security Services
We combine AI-powered tooling with 10+ years of hands-on offensive security experience. Full focus on your startup. Fixed-fee, delivered in 10 days.
LLM Security
AI models are your #1 new attack surface. Prompt injection, output manipulation, plugin & agent chain attacks — we test every model before your adversaries do. Most LLM vulnerabilities are non-deterministic; standard scanners will never find them.
- Prompt injection & output manipulation testing
- Plugin & agent chain attack simulation
- Full OWASP LLM Top 10 assessment
- Fixed fee · $3,000–$5,000 per engagement
WebApp Security
Web · API · Network · Cloud — full attack surface coverage. OWASP Top 10, business logic flaws, injection attacks, and cloud misconfigurations — tested simultaneously across all four layers.
- OWASP Top 10 web & API security testing
- Network perimeter to internal assessment
- Cloud IAM, config & secrets review
- Fixed fee · $3,000–$6,000 per engagement
Security Architecting
Build it right the first time — security-first architecture designed by people who break systems for a living. From technology stack selection to IAM design, API security layers, and secrets management strategy.
- Technology stack & IAM platform design
- API security layer & secrets management
- Secure CI/CD pipeline & engineering practices
- Fixed fee · $4,000–$7,000 per engagement
No Consultant Theater. Just Results.
From the first conversation to a full security report in 10 days. Here's exactly how it works.
1. Free 15-Min Call
I ask you one question. You talk. I listen and map what's actually at risk. No pitch. No slides.
Scoped Proposal
Within 24 hours you receive a written proposal — service, scope, deliverables, and a fixed price between $3K–$7K. No surprises.
NDA + 50% to Start
We sign an NDA and a consulting contract. You pay 50% upfront. I start immediately. Trust starts from here.
Report in 10 Days
Full findings report with prioritized remediations delivered. You pay the remaining 50%. Done.
$3,000 – $7,000
Fixed fee per engagement. No retainers. No hourly billing. No scope creep.
Exact price depends on which service and the complexity of your surface area — scoped on the call.
NDA + Contract Signed
Everything is confidential from the first technical discussion
50% on Signed Contract
Work begins the same day
50% on Report Delivery
Full findings + remediations in 10 days. Pay when it lands.
The only question I'll ask on our call
"If you could wave a magic wand
and fix one security risk in your startup today —
what would it be?"
That's it. That's the entire call. Your answer tells me everything I need to know about where the real exposure is — and whether I can help.
15 minutes. No pitch deck. No obligation. If it's a fit, I'll tell you exactly what I'd do and what it costs. If it's not, I'll tell you that too.
Book Your Free 15-Min Call