81% of enterprise technology leaders have seen production failures from AI-generated code — CloudBees 2026 · Do you know what you shipped?

You shipped it fast.
Does it survive production?

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

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What your report looks like

repositoryexample/acme-platform
Launch Readiness Score
64 / 100

Launch with Conditions — remediation required before go-live

Architecture quality81
Operational maturity74
User flow completeness68
Knowledge continuity22
Change safety85
Failure containment71
Data survivability88
Cognitive load60
Vendor lock-in55
Security posture62

AI-generated code detected with incomplete quality gates

Change Risk score 0.71 — three 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

Knowledge continuity: bus factor of one. If this engineer leaves, critical logic is undocumented. Two remediation actions ranked below.

Outage probability (90d) = 23% · Blast-radius coverage = 64.7% · Provenance: W3C PROV-DM

No configuration. No manual review. No subjective opinion.

01

Paste your repo URL

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

02

Analysis runs

Twelve analysis stages, including a blast-radius map and an outage forecast. Under an hour.

03

Read your readiness score

Headline score, ten-dimension resilience profile, blast-radius heatmap, ranked remediation list.

04

Act

Fix the top three issues. Show your investors a remediation plan. Gate your next PR.

Ten dimensions of resilience

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

Architecture quality
Operational maturity
User flow completeness
Knowledge continuity
Change safety
Failure containment
Data survivability
Cognitive load
Vendor lock-in
Security posture

When does a team run Itstabyl?

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

Before your Series A

Investors will run technical due diligence. Know your readiness score first and walk in with a remediation plan.

Before a major launch

Score ≥ 80: launch ready. Score < 60: fix first. A go/no-go gate — not a gut call.

Continuous governance

Trigger on every PR. Track the readiness trend. Alert before a weak dimension becomes an incident.

You've been shipping AI-assisted code

52% of developers don't always review AI-generated code before committing — Sonar 2026. The Change Risk score tells you exactly what made it through unreviewed.

Before an acquisition

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

After a production incident

The blast-radius analysis shows which component caused the system-wide outage — in 30 minutes, not a 3-day postmortem.

What engineering leaders say

Score of 61 the week before Series A due diligence. Fixed the knowledge-concentration issue in two sprints. Due diligence came back clean.

CTO
Series A SaaS, 18 people

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

VP Engineering
150-person scale-up

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

Technical Partner
Seed-stage VC, 40 portfolio cos

Know before the launch.
Know before the raise.
Know before the deal.

Paste a repo URL. Get your readiness score in under an hour.

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