AI built your MVP. Now keep it alive. NaturalLink Maps your stackFinds what’s breakingRanks fixes by ROIGuides what’s next AI-Generated Code Is Breaking Startups Ship fast. Break everything. That’s the pattern. The Scaling Wall AI agents build fast but can’t see architecture. What works at 100 users collapses at 1,000. Invisible cost spirals $200/mo becomes $4,000 overnight. AI-generated code optimizes for speed, not infrastructure efficiency. Security by accident 37.6% more critical vulnerabilities after AI refinement. Nobody catches them until the audit. How Cortex Works Four steps. Full clarity. Connect Link your stack. GitHub, AWS, Vercel, Supabase — two-minute setup. Diagnose Cortex maps every dependency and surfaces critical signals. Prioritize Signals ranked by ROI — cost, risk, performance. Fix what matters first. Fix One-tap AI fixes. Or export tasks to your existing workflow.

Ship fast. Break everything. That’s the pattern.

AI agents build fast but can’t see architecture. What works at 100 users collapses at 1,000.

$200/mo becomes $4,000 overnight. AI-generated code optimizes for speed, not infrastructure efficiency.

37.6% more critical vulnerabilities after AI refinement. Nobody catches them until the audit.

Link your stack. GitHub, AWS, Vercel, Supabase — two-minute setup.

Cortex maps every dependency and surfaces critical signals.

Signals ranked by ROI — cost, risk, performance. Fix what matters first.

One-tap AI fixes. Or export tasks to your existing workflow.

AI built your MVP. Now keep it alive.NaturalLink <ul style="list-style-type: disc;text-align:left;margin-top: 0px; padding-left: 16px; font-size: 16px; line-height: 24px;font-family:Helvetica, Arial, sans-serif;color: #191c1e;"><li style="">Maps your stack</li><li style="">Finds what’s breaking</li><li style="">Ranks fixes by ROI</li><li style="">Guides what’s next</li></ul>AI-Generated Code Is Breaking StartupsShip fast. Break everything. That’s the pattern.The Scaling WallAI agents build fast but can’t see architecture. What works at 100 users collapses at 1,000.Invisible cost spirals$200/mo becomes $4,000 overnight. AI-generated code optimizes for speed, not infrastructure efficiency.Security by accident37.6% more critical vulnerabilities after AI refinement. Nobody catches them until the audit.How Cortex WorksFour steps. Full clarity.ConnectLink your stack. GitHub, AWS, Vercel, Supabase — two-minute setup.DiagnoseCortex maps every dependency and surfaces critical signals.PrioritizeSignals ranked by ROI — cost, risk, performance. Fix what matters first.FixOne-tap AI fixes. Or export tasks to your existing workflow.