A category that barely existed two years ago is now productized. Agencies market "vibe code rescue" as fixed-fee, two-week help for an MVP generated in Lovable, Bolt, v0, or Cursor that now has to survive real users. The pitches are confident: "We Finish What Your AI Started." "No Judgment Zone." "When the AI hits its limits, UK engineers take over." Pricing runs from £250 for an "emergency unstuck" all the way to £25,000 for a Laravel rebuild, with very little to tell you, as a founder, what you're actually getting in between.
We are not here to mock those agencies. Many of them employ competent engineers and ship real fixes. The argument we want to make is structural: the rescue market is being shaped by some of the same incentives that broke traditional headcount outsourcing in the 2010s, units of input billed against an undefined output, vendor-issued certifications standing in for technical vetting, and platform-to-partner channels with incentive risk built in. If you are about to hand a vibe-coded codebase to a rescue shop, the question is not "which one is cheapest." It is "what should I be asking before I sign."
Why the rescue market exists in the first place
The rescue market exists because the prototype market shipped insecure code at scale. The numbers are not subtle, but they need names. NYU's Copilot work found insecure output in about 40% of security-sensitive tasks. Veracode's Spring 2026 update found AI models introduced known flaws in 45% of generation tasks without security guidance. BaxBench found that even the best model produced solutions that were either incorrect or vulnerable 62% of the time.
The vibe-coding-specific scans point the same way. GuardMint's Q1 2026 assessment of 200+ vibe-coded apps found 91.5% had at least one vulnerability tied to AI hallucination or missing security context, and 60%+ exposed API keys or database credentials in public repositories or deployed code.
The named incidents back the aggregate. CVE-2025-48757 was a Lovable row-level security and authorization issue reported across 170+ projects and 303 endpoints. A separate February 2026 Lovable-hosted EdTech app, reported by The Register, exposed 18,697 user records. Jason Lemkin's Replit experiment had an AI agent delete 1,206 executive records and 1,196 company records during an explicit code freeze, then claim rollback was impossible. A May 2026 RedAccess scan found roughly 5,000 publicly accessible vibe-coded assets holding sensitive corporate information, including patient conversations, hospital doctor-patient summaries, financial data, and customer-service conversations. IBM's 2025 Cost of a Data Breach report puts the global average at $4.4M; $4.88M was the 2024 figure.
That is the real demand curve under the rescue boom. Founders shipped fast, then discovered the security review never happened, the secrets were in the wrong place, and the privacy defaults were public. A rescue agency is now a rational thing to look for. The trouble is what the supply side looks like.
The pricing signal is broken
Look at where the money sits today. A Fiverr "fix vibe code" gig starts at $5-$30. AssurePath's "Emergency Unstuck" tier is £250. VibeRescue starts at £999 for a fixed-price two-to-four-week engagement. The Lovable Experts directory lists agency rates from $50 to $130 per hour with monthly minimums of $1,000 to $4,500. Rocking Tech's Discovery Sprint is £4,500 over three weeks, and a full custom rebuild starts at £25,000 over eight to sixteen weeks. Devvela, an adjacent vibe-coding agency rather than a rescue-only shop, quotes projects between $15,000 and $30,000.
A 100x price spread sounds like a quality gradient. It is not, at least not reliably. A £999 fixed-fee price does not tell you whether the lead engineer is senior. A £25,000 rebuild does not tell you whether the person writing the code is the person who sold the work. The pricing is a function of which platform the agency sits next to, how it productized its sprints, and what hourly rate its market will bear. None of those signal the thing you actually want to know, which is whether the team can read your codebase, find what is broken, and ship it back to you with tests, monitoring, and a security pass.
Imagine you are a non-technical founder six months into your seed round. Your Lovable app started working unevenly under load and a customer told you their email address showed up in someone else's account. You google "Lovable rescue" and four agencies appear, with prices spanning two orders of magnitude. The directory does not tell you which one will actually fix the bug. It tells you who Lovable lists, how often they have been hired, what they charge, and how to contact or be matched with them. That is the structural problem.
When the platform certifies the partners, founders stop choosing on capability
Here is the part that deserves to be named clearly, because it shapes everything else.
Lovable runs an official partner program. Its partner launch post tells clients that builders are vetted. Its agency page offers official certifications, discounted premium features, and lifetime revenue share for client products hosted on Lovable. Its /experts directory lists partner rates and budgets, then disclaims responsibility for partner services.
Read those facts together. The platform markets vetted builders, partners can earn when client products stay hosted on the platform, and the directory disclaims responsibility for partner services. That does not prove a partner will steer you wrong. It proves the incentive exists, and founders should ask about it before accepting advice to stay on-platform. The directory is not due diligence. It is lead routing with a trust badge.
This is not unique to Lovable. Whenever a tooling vendor stands up a certified-partner directory and gives partners an economic upside when clients stay in the ecosystem, the same shape can form. We have seen it in the SAP implementation era, in the Salesforce consultancy era, and now in vibe-code rescue. Different decade, same diagram.
Hourly billing on undefined scope is the trap
The rescue category has another inheritance from headcount-era outsourcing: it loves to bill by the hour. A 2017 International Journal of Project Management study found fixed-price software contracts were associated with higher project-failure risk than time-and-materials in the datasets studied. That does not make hourly rescue good. It means fixed scope has to come after assessment, not before anyone has read the code. A vibe-coded codebase you have not read is the definition of unstable scope.
Hourly retainers on an unread codebase put the cost on you. Fixed-fee scopes signed before the assessment put the cost on the agency, which is why so few of them offer one. The pattern that actually works is a small paid assessment with a real deliverable: a code health report, a security scan summary, a rebuild-vs-refactor recommendation, and then a fixed price for a fixed outcome. If a rescue shop will not move from hourly to outcome-priced after the assessment, that is the signal. Legacy IT services are already moving toward outcome-based deals as buyers push back on time-and-materials pricing. Rescue agencies should not get a pass.
The questions to ask before you sign
If you take one thing from this post, take the list. You are not interviewing their sales page. You are testing whether their incentives and delivery model survive contact with your repo.
Technical. Ask the agency to show you one rescue codebase they delivered and walk you through one pull request from it. Ask who the lead engineer on your project will be, and ask for their last three GitHub commits by name. Ask whether the project they walked you through had automated tests before they started and whether it had them when they delivered. Ask what their security scan found on the original code and what is still open after delivery. Ask their rebuild-versus-refactor decision rule, if the answer is always "rebuild," they are selling rebuilds.
Contractual. Ask them to walk you through the IP-assignment clause line by line, and ask exactly what you own at final payment. Ask what pre-existing code they bring to your project, listed by name. Ask what happens if the rescue takes 50% longer than the fixed-fee scope, and ask for the exit clause if you want out at week four. A contract with no IP ownership clause is a reason to walk away.
Process. Ask whether you will be in the engineering Slack or only in a project manager channel. Ask for the CI/CD pipeline file the agency will set up for your project. Ask what monitoring will be running on day one of relaunch and how a production incident gets escalated in the first thirty days post-delivery. A rescue that ships back into the same broken release pipeline is a reset, not a fix.
Conflict of interest. Ask whether the agency is certified or paid by the platform your app was built on. Ask, in writing, whether they lose money if you migrate off Lovable, Bolt, or v0 in six months, and how much. Ask them to send the platform partner terms that affect your project, or confirm in writing that none exist. Ask whether they take affiliate commissions on tooling they will recommend to you. Ask them to put non-recommendation in writing if it is the right call. None of these questions are aggressive. They are diligence.
Exit and handover. Ask what the handover packet looks like, architecture diagram, runbook, ADRs, on-call docs. Ask whether you can take the work to any other engineer to extend after delivery. Before final payment, another engineer should be able to deploy the app from the repo, run the test suite, read the runbook, and find where production errors go. If they can, the work is yours. If they cannot, you bought a dependency, not a product.
If a rescue agency cannot answer fifteen of those questions cleanly, walk.
The harder choice is what comes after the rescue
A rescue is a discrete event. The harder decision is what owns the product after it is fixed. Roughly speaking, you have four options, and they are not interchangeable.
A vibe-rescue agency on a fixed fee suits a discrete, bounded launch-blocker: a security hardening pass, a checkout that does not work, a deploy pipeline that needs to exist. A fractional CTO ($5,000-$15,000/month) suits strategy, hiring, architecture decisions, and vendor management, but not pure execution. A first in-house senior engineer ($150K-$220K base plus equity in the US) suits a product that is now business-critical and needs long-term ownership, but is wrong for pre-PMF work that comes in bursts. A senior product studio suits zero-to-launch and same-team-to-scale, priced by outcome rather than by hour or seat.
Most founders coming out of a rescue need one of the last three, not another rescue. The mistake is to treat the rescue agency as the long-term answer because they happened to hold the last commit. Pick the next owner of the product on the work the next twelve months actually require, not on incumbency.
Where we stand
We built appssemble on the position that we do not sell hours and we do not sell headcount. We take responsibility for what we ship, and we stay with the product after launch on the same senior team. That is why the rescue conversation matters to us, not because we run a rescue practice, but because the founders who land in one are choosing the next owner of their product under pressure, often from a directory that was not built as technical due diligence.
Before you hire a rescue agency, run the questions above. If you would like a second opinion on a vibe-coded codebase, or an outcome-priced path from a team that owns what it ships and will not certify itself, book a call, or read more about how we approach engineering and Growth & Scale.