Security review for AI-built software

A senior engineer reviews what your AI wrote.

AI wrote it fast; we check it carefully. The Launch Security Check is a fixed-price security review of an app built with Cursor, Lovable, Bolt, Replit or Claude Code, with findings ranked by real exploitability.

Launch Security Check
from US$790 fixed once scope is confirmed
Report delivered
within two business days of confirmed scope, payment and access
You get
Report + 30-min walkthrough
Book a scoping call Opens an email to hello@proofmerge.com
Finding formatIllustrative example
HIGH

Table profiles is readable without a session

Where
public.profiles, row level security disabled
Impact
Anyone holding the public anon key can read every row.
Fix
Enable RLS and restrict reads to the owning user.
+ alter table public.profiles enable row level security;
+ create policy "own row" on public.profiles
+   for select using (auth.uid() = id);
An illustration of the format, not taken from a client engagement.

Who it is for

Teams that ship faster than anyone can review

The code works. Nobody senior has checked the secrets, the authentication, the database rules, the exposed APIs or the dependencies.

AI-product startups

You are shipping an LLM feature or an agent

A small engineering team selling to businesses that will ask security questions. You need a senior review before the customer's questionnaire arrives.

Founders and solo builders

You built the product with AI tools

Cursor, Lovable, Bolt, Replit or Claude Code got you to a working app. You want to know what is exposed before real users and real data arrive.

Software agencies

You build AI apps and MVPs for clients

You need a security partner to review a build before handover, under your brand if you prefer, or to help answer a client's security questionnaire.

What gets checked

Five areas we check in every AI-built app

Automated scanning does the first pass. The ranking and the conclusions are human: each finding states where it is, what an attacker could do with it, and how to fix it.

Secrets

API keys, tokens and credentials in the repository, its history, or the code shipped to the browser.

Authentication

Sign-in, sessions and authorization: who can reach which route and which record.

Database rules

Access rules on your data, for example Supabase row level security policies.

API exposure

Endpoints that answer without the checks the interface assumes are there.

Dependencies

Third-party packages with known vulnerabilities, and what they mean for your app.

We say what was reviewed and what was not. A clean report means we found nothing in the agreed scope; it does not mean the product is secure.

Offers

Fixed scope, fixed price, in US dollars

Start with the check. Step up only if the findings or your product call for it.

  1. Start here

    Launch Security Check

    For apps built with Cursor, Lovable, Bolt, Replit or Claude Code. Secrets, authentication, database rules, API exposure and dependencies. Report plus a 30-minute walkthrough.

    from US$790 fixed once scope is confirmed · report within two business days of confirmed scope, agreed payment arrangements and complete access

  2. LLM features and agents

    AI Agent & LLM Security Sprint

    Prompt injection, data leakage, agent and tool permissions, MCP integrations. Mapped to the OWASP Top 10 for LLM applications.

    US$1,900–4,500 agent or MCP sprint to full application · 2–7 days

  3. We fix it

    Fix Sprint

    We remediate the findings and install a CI/CD security pipeline (SAST, secrets, SCA and IaC scanning) so they stay fixed.

    from US$1,500 2–5 days

  4. Infrastructure

    Cloud & CI/CD Security Assessment

    Review of AWS, GCP or Azure together with GitHub or GitLab, delivered as a prioritized remediation plan.

    US$2,400 3–5 days

Prices are the current launch offer, in USD, for the scope agreed in writing before work starts. US$790 covers one small application; larger or multi-service codebases are quoted after the scoping call.

Services

Beyond the security check

The same engineering, applied to building and running software. Scoped per project after a short call.

Launch Security Check

Independent, human-reviewed security assessment before production launch. From US$790 for a confirmed small-app scope.

AI Automation & Workflow Development

Agents and automations that connect your tools and remove manual steps, built with access controls and logging from the start.

DevSecOps & Cloud Security Consulting

CI/CD pipelines with security checks built in, cloud configuration reviews on AWS, GCP or Azure, and hands-on remediation.

Tools & Templates

Coming later: downloadable checklists and automation templates from our own delivery work. Nothing is on sale yet.

Automation and consulting work is quoted per project. Write to hello@proofmerge.com with what you want to build or review.

How it works

Four steps, no surprises

  1. Scope and NDA

    A short call to agree what is in scope and what is not. We sign an NDA and you authorize the review in writing before anything is shared.

  2. Read-only access

    You grant read-only access to the repository and the relevant configuration. You control the access and remove it when the work is done.

  3. Review

    Automated scanning runs first. A senior engineer then reads the code and configuration, confirms what is real, and ranks it by exploitability.

  4. Report and walkthrough

    You receive the written report, then we go through it together on a 30-minute call so your team knows what to fix first.

The Launch Security Check report is delivered within two business days of confirmed scope, agreed payment arrangements and complete access.

What the report looks like

Not a scanner dump

A short document your engineers can act on the same day.

  • Ranked by real exploitability. What an attacker can actually reach comes first.
  • Specific. File, table or endpoint, the impact, and the fix.
  • Honest about scope. A list of what was reviewed and what was not.
See a sample report →

report structure

  • Summary and scope01
  • Findings, ranked02
  • Evidence and impact03
  • Recommended fixes04
  • Reviewed / not reviewed05

About

Senior engineering, start to finish

Proofmerge is an independent security and engineering practice led by a senior DevSecOps and security engineer. We read AI-generated code as both the engineer who has to ship it and the reviewer who has to find what is wrong with it.

Every review is done by a senior engineer personally. There is no hand-off to a junior team and no report assembled from tool output alone. Proofmerge is a small practice, not a large firm, and holds no certifications to sell you.

  • 4+ years across software development, security and DevOps
  • Based in Da Nang, Vietnam
  • Works remotely, in English

FAQ

Questions a CTO asks first

What access do you need, and how is it kept confidential?

Read-only access to the repository and to the configuration in scope, such as database access rules. We do not ask for write access for a review.

An NDA is signed before you share anything, and work starts only after you authorize it in writing. You grant the access yourself and remove it once the report is delivered.

Is this a penetration test or a certification?

No. It is a security review of your code and configuration, done with access you grant. It is not a penetration test, and it is not a certification or an audit opinion.

We do not issue SOC 2 reports or ISO 27001 certificates. The report describes what we found in the agreed scope at the time of the review.

What is in scope, and what if my app does not fit?

The Launch Security Check covers one application: secrets, authentication, database rules, API exposure and dependencies. Scope is agreed in writing after the scoping call, in the statement of work, before any invoice.

If your product is larger or runs LLM features and agents, we will say so on the call and point you to the right step of the ladder instead of stretching the check.

How do I pay?

By invoice, in US dollars. The price is fixed for the agreed scope, and payment terms are set out in the statement of work you sign before work starts. There is no checkout on this site and we never ask for card details by email.

Can you fix what you find?

Yes, as a separate Fix Sprint from US$1,500. We remediate the findings and install a CI/CD security pipeline so the same issues are caught before the next merge.

Proof before you merge

Fixed price. Report within two business days of confirmed scope, agreed payment arrangements and complete access. Findings ranked by real exploitability.

Tell us what you built and what it was built with. We reply with times for a short scoping call.

Book a scoping call

No mail app? Write to hello@proofmerge.com