71% of developers ship AI-generated code unreviewed — DORA 2024 · Do you know what you built?

You shipped it fast.
Does it survive production?

Paste a repo URL. Get a mathematically proven Launch Readiness Score (LRS) in under an hour.

First scan free · No credit card · $499/scan after

What your report looks like

repositoryexample/acme-platform
LRS (Launch Readiness Score)
64 / 100

⚠ Launch with Conditions — remediation required before go-live

S_arc 81
S_ops 74
S_ux 68
S_k 22
S_change 85
S_fail 71
S_data 88
S_cog 60
S_econ 55
S_sec 62

AI-generated code detected with incomplete quality gates

VCRS 0.71 — 3 unenforced toolchain gaps. Recommend: add type-check, lint, and test gates to CI before launch.

Single point of failure: only one person understands the codebase

S_k (Knowledge): bus factor = 1. If this engineer leaves, critical logic is undocumented. 2 remediation actions ranked below.

P(failure 90d) = 0.23 · CCR = 64.7% · Provenance: W3C PROV-DM · INV-1–INV-9 enforced

From repository to LRS in four steps

No configuration. No manual review. No subjective opinion.

01

Paste your repo URL

GitHub, GitLab, or Bitbucket. No OAuth. No code stored.

02

Pipeline runs

12 engines. CPG, NACE, CCR, Monte Carlo. Under an hour.

03

Read your LRS

Score, 10-dim SVR, CCR heatmap, ranked remediation list.

04

Act

Fix the top-3. Show your investors. Export to Jira.

10 survivability dimensions

Each scored independently, composed into a single LRS (Launch Readiness Score). Hover any dimension for detail.

S_arcArchitecture
S_opsOperations
S_uxUser Experience
S_kKnowledge
S_changeChange Safety
S_failFailure Containment
S_dataData Governance
S_cogCognitive Load
S_econEconomics
S_secSecurity

When does a team run Aura?

Every high-stakes decision that used to run on gut feel.

Before your Series A

Investors will run technical DD. Know your LRS first and walk in with a remediation plan.

Before a major launch

LRS ≥ 80: Launch Ready. LRS < 60: fix first. A go/no-go gate — not a gut call.

Continuous governance

Trigger on every PR. Track LRS trend. Alert before a dimension becomes an incident.

You've been vibe-coding

71% of developers ship AI-generated code unreviewed. VCRS tells you what you actually built.

Before an acquisition

Paste the target repo. Get blast radius, bus factor, and vendor lock-in in under an hour.

After a production incident

CCR analysis shows which node caused the cascade — in 30 minutes, not a 3-day postmortem.

What engineering leaders say

LRS = Launch Readiness Score  ·  S_k = Knowledge continuity  ·  DD = Due diligence

LRS 61 the week before Series A DD. Fixed the S_k issue in two sprints. DD came back clean.

CTO
Series A SaaS, 18 people

LRS below 70 requires VP Eng sign-off. Replaced three tools and a weekly architecture review.

VP Engineering
150-person scale-up

LRS 34. One engineer on the critical data layer. Three lock-in vendors. We passed on the deal.

Technical Partner
Seed-stage VC, 40 portfolio cos

Know before the launch.
Know before the raise.

Paste a repo URL. Get your LRS in under an hour.

Run your first scan free

First scan free · $499/scan · $4,900 for VC due diligence · $24,900 for M&A deals