Every time you fix one bug, three more appear.Your technical debt is slowly killing your startup.
You spend midnight after midnight prompting Cursor, fixing 1 bug only to break 3 others, and watching your launch date slip away. Stop debugging hallucinated slop. We perform precision code refactoring, fix hidden race conditions, and ship your production app in 21 days.
DOES THIS SOUND DANGEROUSLY FAMILIAR?
"Why should I hire HawkInspect Pro?"
You hire us when your MVP is 80% built using AI tools (Cursor, v0, Bolt) or freelancers, but stalled because of hidden bugs, broken payment webhooks, memory leaks, or unscalable architecture. We get your code past the finish line.
Audit the code. Fix the blockers. Ship the product.
Every service we offer stems from one core mission: taking your fragile, un-launched MVP and turning it into a stable, revenue-generating software product.
AI & Production-Ready Code Refactoring
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.
View Full Refactoring Modules & PricingEdge-Case QA & Webhook Stability
AI writes features fast but never tests edge cases. We run aggressive QA on payment webhooks, auth flows, and state sync before customers or investors discover the bugs for you.
View Full QA & Testing ModulesInvestor-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.
View Full Due Diligence Audit ModulesWillingness-To-Pay & Business Audit
Before you spend $10,000+ on dev or ads, we run structured pricing and friction audits. Know if people will actually pay before burning your budget on an unvalidated idea.
View Full Validation ModulesEndpoint Hardening & Cloud Bill Shield
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.
View Full Security & Cloud FinOps ModulesProduction Failure Scenarios & Fix Blueprints.
Granular technical teardowns of common AI-generated monolith bugs, runaway serverless bills, and race conditions — solved using our engineering playbook.
AI-built MVP
4 months stuck in dev hell
- • 17 critical issues
- • 3 architecture blockers
- • 2 broken payment flows
- • Removed dead code
- • Reworked auth state
- • Added E2E coverage & API fix
Shipped in 3 weeks
Production ready build
Four steps between a broken repo and a shipped product.
No $40,000 rebuild quotes. No 6-month delay promises. We audit the debt, refactor the rot, and ship what you already built.
Inspect what AI & devs actually generated
Static code analysis, secret sweeping, and mapping every hallucinated dependency, silent race condition, and memory leak in your repo.
Bugs are symptoms. We trace root-cause rot
UI freezes and dropped Stripe webhooks aren't random glitches. We trace every crash back to un-queued state loops and missing database locks.
Fix what's broken — zero unnecessary rewrites
Agencies charge $40k to throw away your code. We don't. We strip dead weight, rewrite fragile API endpoints, and harden your app for live traffic.
Demo day is easy. We prepare your code for high traffic
"Works on localhost" means nothing. We monitor webhook queues, handle launch traffic spikes, and stand behind your build with a 100% SLA.
Frequently asked questions.
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.
Never unless absolutely necessary. A complete teardown is a last resort that wastes your runway and launch momentum. Our philosophy is targeted production-ready refactoring: we salvage every working module, isolate fragile code, eliminate memory leaks, and stabilize your existing codebase so you can start onboarding customers immediately without burning cash.
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.
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.
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.
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.
Stop guessing what's actually broken.
Drop your GitHub repo or live app URL below. Our lead architects will audit your code debt, security leaks, and architecture blockers — and report back within 3 days.