Ship with Confidence Review · Pre-launch readiness

Before you tell users it's ready—let's find out what you actually shipped.

AI coding tools are great at getting an app live. They are less great at handling edge cases, wiring integrations correctly, or setting up deployment config that holds up in production. This is a 48-hour readiness review that tells you what will break when real users hit it—and what to fix first.

Book a 30-Minute Fit Call

$750 – $1,500 · Written report · 48-hour turnaround · Optional fix work at $120/hr

Who this is for

For founders who moved fast with AI tools and need a straight answer before they ship.

Built for solo founders, non-technical founders, and early-stage teams with consumer apps, micro-SaaS, or marketing-led products. You do not need a technical background. You need a clear list of what will actually break in the next week—before real users, investors, or your own reputation are on the line.

  • You shipped an app with Cursor, Bolt, Claude Code, Lovable, or similar tools.
  • You are not sure whether your flows, integrations, or deployment config will hold up with real users.
  • The happy path works, but edge cases, empty states, and error handling were never really tested.
  • You want a clear written report—not a vague “you should hire a developer someday.”
  • You may want help fixing the worst issues after the review.

What we look for

The failure patterns that show up when AI builds the first version.

Broken flows, missing states, and error conditions that will surface with real users on day one
Missing validation, silent failures, and edge cases the AI left unhandled
API integrations and third-party services that are connected but not correctly configured
N+1 queries, missing indexes, and unoptimised payloads that will visibly degrade under real traffic
Environment variables, build settings, and hosting config gaps that cause prod-vs-dev divergence
Gaps between the happy path and what actually happens—loading states, empty states, error handling

What you receive

A report you can act on this week.

The review is priced between $750 – $1,500 based on codebase size, number of integrations, and complexity. Delivered in 48 hours from access. If you want the issues fixed after the report, remediation is available at $120/hr with a clear priority order.

Plain-English readiness report

Each finding explained in terms of real-world consequence—what a real user would experience, not a stack trace.

Severity ranking

Launch Blocker / High / Medium / Low, based on actual likelihood and user impact, not raw tool output.

Prioritised fix list

Ordered by impact, with the smallest number of changes that make the biggest difference to launch confidence.

Walkthrough call

15–20 minute call to walk through findings and answer “what do I fix first”—not an open-ended support line.

Not sure this is the right offer?

Pick the path that matches your situation.

Build project

Custom AI Integration

You have real data and manual work, and you need AI that plugs into how the business already runs.

See Custom AI Integration

Sprint + optional retainer

AI Reliability Guardrails

You already built an agent or LLM workflow, but it is not safe or predictable enough to put in front of customers.

See Reliability Guardrails

Better a 48-hour readiness check now than a broken launch later.

Share repo access (or a walkthrough), the stack, and when you're planning to ship. We will confirm whether the Ship with Confidence Review is the right next step.

Book a 30-Minute Fit Call