You built the MVP. It never shipped a product.
Non-coder founder with a vision? Whether your app was built by freelancers, agencies, or AI tools like Cursor — if it's messy, breaking, and making you want to pull your hair out or jump to another idea... stop guessing. We test if your business actually makes money, fix what's broken, and ship a real production app.
Validate the business. Fix the code. Ship it.
Whether your app was built by freelancers, a dev team, or AI tools — we verify if your idea makes money, clean up hidden bugs, and turn your fragile MVP into a scalable product.
Does This Idea Actually Make Money?
Before you spend $10,000+ on dev or ads, we run structured willingness-to-pay and friction audits. Know if you have a real business or just an expensive side project.
Zero Silent Failures & Webhook QA
AI writes features fast but never tests edge cases. We run aggressive QA on payment webhooks, auth flows, and state sync before users or investors find the bugs for you.
Investor-Ready Codebase Audit
Going into VC or angel meetings? We clean up hallucinated dependencies, hardcoded keys, and missing test coverage so your repo passes senior CTO due diligence without red flags.
Messy Codebase → Shipped Product
Built by freelancers, an offshore agency, or AI prompts from Cursor/v0? If your code is stuck, buggy, or unscalable, we strip the dead weight, refactor the fragile parts, and take your MVP live.
Hackerproof & Cloud Bill Protection
AI code routinely leaks API keys, bypasses auth checks, and triggers infinite API loops. We harden your endpoints against hackers and optimize queries so AWS/OpenAI bills don't drain your bank account overnight.
Real fixes, not vague promises.
Every one of these was an AI-built project that stalled out before we touched it.
Stuck MVP, finally shipped
Built entirely with AI over four months and never launched. We audited it, cut the dead code, and shipped it in three weeks.
Crash rate, gone
An AI-written app was crashing for 4 in 10 users. We traced it to three silent race conditions and stabilized the whole build.
From 500 users to 25,000
The original backend fell over past 500 concurrent users. We re-architected the data layer so it could actually hold real traffic.
Killed the wrong idea early
A founder had built for six weeks before asking if anyone would pay. Our analysis said no, and pointed to the pivot that did work.
Simple. Clear. Effective.
A four-stage rescue pipeline, in order, each stage exists because skipping it is how you end up back here again.
Audit the Codebase
We go through what the AI actually built and map out what's solid, what's dead weight, and what's about to break.
Diagnose the Real Failure
Bugs are symptoms. We trace them back to the actual architectural decision that's causing them.
Fix What's Broken
We rebuild the weak parts, not the whole thing, clean, scalable, and production-ready.
Ship & Support
We stay on after launch, because "it worked in the demo" and "it works for real users" are two different claims.
Don't just take our word for it.
"As a non-coder founder, I paid a dev team $12,000 for an MVP that crashed on launch. HawkInspect audited the business model, fixed 14 critical edge bugs, and got us live in 2 weeks."
"I built my MVP with Cursor and ChatGPT. It worked in demos but fell apart when real users signed up. HawkInspect found the silent webhook bugs in two days."
"They didn't force me to throw everything away and rebuild from scratch. They told me exactly what was broken, fixed only that, and saved my launch deadline."
"I wasn't sure if users would actually pay for my product. Their pre-burn viability audit gave us a clear market signal and saved us $15,000 before we wasted it on ads."
Frequently asked questions.
My whole codebase was built with AI (Cursor, v0, Claude). Can you actually rescue it?
That is literally 85% of our business. AI is incredible at generating 80% of a prototype in 10 minutes, but breaks down completely when handling state management, security, database indexing, or scaling under load. We don't judge how your code was generated — we audit the hidden debt, refactor broken architecture, eliminate security leaks, and transform your fragile prototype into a rock-solid production system.
Will you force us to throw everything away and rebuild from scratch?
Never unless absolutely necessary. A complete teardown is a last resort that wastes your runway and launch momentum. Our philosophy is targeted engineering surgery: we salvage every working module, isolate fragile code, eliminate memory leaks, and stabilize your existing codebase so you can start onboarding real users immediately without burning cash.
How do we know you won't make our messy codebase even worse or delay launch?
Because every single audit, fix, and rebuild is directly directed and verified by senior principal architects who have shipped production software at scale a hundred times — zero junior delegation, zero offshore outsourcing. We enforce strict automated E2E test suites, security regression checks, and daily transparent updates on every fix we deploy.
What if our technical problem is so deep that the product idea itself isn't viable?
We give you brutal, unfiltered engineering truth. If an audit reveals that your core logic, third-party API dependencies, or database schema cannot support your business model, we tell you on Day 1. We won't bill you weeks of engineering hours to fix a sinking ship. You get direct 1-on-1 access to senior architects who care about your business survival.
How fast can you complete an audit and get us production-ready?
Our initial 360° Express Codebase Audit & Vulnerability Scan is delivered in 3 to 5 business days. For active codebase rescues, we typically stabilize critical outages and ship your production-ready release in 2 to 4 weeks. We work with extreme urgency because every day offline costs you customers and runway.
How do we get started right now?
Simple. Click "Book a Call" to open our Express Triage Modal. Fill out your tech stack details and select a direct 1-on-1 session with a senior lead architect. Our team will review your codebase architecture and deliver an exact rescue gameplan within 4 hours.
We hire people who enjoy other people's messes.
Battle-tested engineering leadership on every line. Every audit, fix, and rebuild is directly led and verified by senior architects who have shipped at scale a hundred times.
Senior Codebase Auditor
Remote · Full-timeDebugging & Stabilization Lead
Remote · Full-timeAI-Generated Code Specialist
Remote · Full-timeAI Security & Vulnerability Auditor
Remote · Full-timeFull-Stack Code Rebuild Architect
Remote · Full-timeAutomated Test Suite & E2E Specialist
Remote · Full-timeEmergency Product Rescue Lead
Remote · Full-timeStop guessing what's actually broken.
Send us the codebase. We'll tell you what's wrong, what's worth saving, and what it takes to ship.