Find out if your application is actually ready to ship.

A rigorous, evidence-based audit of your internally vibe-coded application scored against a production bar, with hard blockers named, a prioritized fix roadmap, and every finding traced back to your code. No guesswork. No hand-waving. Just a clear verdict.

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Readiness Scorecard page from an actual Production Readiness Review report, showing a weighted 46% (F) overall score
From an actual report
5
Review Categories
34
Agent Fan-Out
20
Prioritized Fixes
1
Clear Verdict

A verdict you can act on Monday.

The bottom line
“A coherent, well-tested core sitting behind an open front door — the work ahead is hardening, not redesign.”
— Executive summary, Ship Check report

Teams don't ship late because they lack talent — they ship late because no one has an honest, complete picture of what's actually blocking launch. Ship Check gives you that picture. We review your platform the way an adversary and an SRE would, then hand you a report your whole team can rally around.

01 / Score

A weighted readiness score

Every category scored 0–5 and weighted by its real influence on shipping safely, rolled into one composite grade and a target after remediation.

02 / Blockers

Named hard blockers

The specific issues that independently force a “not ready” verdict — with file references, so there's no debating what they are.

03 / Roadmap

A sequenced fix plan

Each item rated by severity and effort, ordered so blockers and the cheapest high-certainty wins land first.

04 / Alignment

Backlog alignment

Findings mapped against your existing issues — what's tracked, what's partial, and what needs a new ticket before you call it done.

Four things every review puts in your hands.

Section 01

The Readiness Scorecard

One page, one number, zero ambiguity. We score five categories against a production bar and roll them into a single weighted grade — so leadership sees status at a glance and engineers see exactly where the points are lost.

Weighted composite  ·  0–5 per category  ·  Target after fixes
Section 02

The Hard Blockers

Not a wall of minor nits — the handful of issues that each independently force a “not ready” verdict. Every blocker comes with the exact file, the failure it causes, and the fix.

File-level evidence  ·  Ship-or-not signal  ·  Concrete fixes
Section 03

The Remediation Plan

Every finding sequenced by severity and effort, blockers first, cheapest high-certainty wins right behind them. Your team gets a punch-list they can start on the same day the report lands.

Severity + effort  ·  Blockers first  ·  Ready to execute
Section 04

Backlog Alignment

We reconcile every finding against your existing issue tracker — what's well-tracked, what's only partial, and what has no ticket at all. The result is a clean “prod-gate” subset you can trust as your launch checklist.

Tracked vs. gaps  ·  New-issue candidates  ·  A real launch gate

A look inside an actual report.

This is the real thing — the Covalent AI orchestration platform, reviewed at a single commit. The scorecard below is the heart of the deliverable: five categories, weighted and scored, with the math shown in full. Overall verdict: 46% (F) — not yet ready to ship.

CategoryWeightScore (0–5)Weighted
Code & architecture review2.53.01.50
AI/ML component assessment1.52.50.75
Integration & legacy systems map1.02.00.40
Security & compliance review1.01.00.20
Operability & observability review1.02.00.40
Overall7.03.25 / 7.0 = 46%
Four hard blockers were present — no authN/authZ, broken multi-tenancy / IDOR, anonymous cluster-management endpoints, and no durable persistence. Each independently forces a “not ready” verdict.

Validate your AI-generated app.

Tell us about your idea or current application and we'll set up a 30-minute call to scope the review and walk you through exactly what you'll get.

  • A clear ship / no-ship verdict — not a vague health check.
  • Findings traced to your actual code, at a specific commit.
  • A roadmap your team can start executing the same week.
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30 minutes with AI Development Experts.
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