Built with AI...
reviewed by humans who've seen things break.
A senior engineering audit designed for startups that moved fast with AI-assisted or experimental code — and now need production confidence before launch or fundraising.
- Flat fee
- Senior engineers
- 3-5 day turnaround
- No sales call required
The problem
Fast-built products break in slow ways.
AI-assisted development has changed how startups build.
You can validate an idea in weeks instead of months.
Before exposing your product to
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Real users
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Investors
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Public traction
But speed often comes with hidden risks:
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Architecture that won't scale
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Security gaps no one noticed
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Performance issues under real usage
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Fragile integrations
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"Works in demo" but not in production
The gap between "it works" and "it's ready" is exactly what a technical audit closes.
The service
A Pre-Launch Technical Audit
For a flat fee, Xogito senior engineers conduct a structured review of your product's codebase.
Real usage
Actual traffic, real concurrency, edge cases
Real growth
10x, 100x the current user load
Real scrutiny
Independent review before launch
Scope of review
We assess the foundations that determine survival.
Click any item to expand.
Will this break at 100 users? 1,000? 10,000?
We assess your data layer, query patterns, caching strategy, and service topology to identify the precise point at which your current architecture will stop working.
What could be exploited?
Auth flows, input validation, secrets handling, dependency exposure — we look at what an attacker would find attractive about your codebase.
Is the system built to evolve?
We evaluate separation of concerns, coupling between components, and whether the current structure allows you to ship fast in 6 months — or will slow you to a crawl.
Where will it slow down under load?
We identify N+1 queries, synchronous operations that should be async, memory leaks, and render performance issues that only appear at scale.
What works in demo but not in the real world?
Observability, error handling, graceful degradation, deployment practices — we check whether your system is equipped to run reliably when you're not watching it.
What you receive
A Clear, Founder-Friendly Audit Report
Not a 50-page engineering document. We translate technical reality into launch decisions.
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What's working
The parts of your codebase you can build on with confidence.
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What's risky
Areas that represent meaningful launch or growth risk — ranked by severity.
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What must be fixed before launch
The blocking issues. No ambiguity. Clear prioritization.
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What can wait
Technical debt and improvements that won't bite you in the short term.
After the audit
You choose what happens next.
Fix internally
Take the recommendations and move forward with your team. The report is yours — no strings attached.
Full ownership of all findings
Harden for scale
Engage Xogito to remediate critical issues and prepare your product for real-world growth.
Clear estimate provided — no obligation
Who it's for
Designed for founders who:
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Vibe-coded their MVP
Built fast with AI assistance, prompting through architecture decisions
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Used AI to move fast
Copilot, Cursor, or code-gen tools shaped a large portion of the codebase
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Preparing to launch publicly
About to expose the product to real users for the first time
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Entering fundraising conversations
Investors will have technical questions — you need confident answers
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Need credibility with technical investors
Due diligence is coming. Get ahead of it.
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Want confidence before growth
Growth amplifies both strengths and weaknesses
Timing
The best time to do this is before.
Doing an audit after you've launched is like doing a safety check after you've taken off. The earlier, the cheaper.
Launch
Fundraising
PR or traction push
Enterprise deals
Why founders do this
Launching with unknown technical risk is expensive.
Fixing problems early is fast.
Fixing them after traction is slow, painful, and public.
Know before you launch.
Request an audit. We'll review your request and follow up within one business day.
Flat fee · Senior engineers · Clear answers