AI code review
Structured review of agent-generated or vibe-coded repos for security, tests, and deployment readiness before launch.
ServiceWebsites, apps, and software built with AI—you own the code.
Short answer
PunkSolid takes prototypes built with AI coding tools—Lovable, Bolt, v0, Cursor exports, and similar—and hardens them for production with security review, tests on critical paths, logging, and deployment documentation. You keep the full repository and may add optional 1:1 Cursor coaching for your team.
Vibe-coded prototypes ship fast in chat UIs—they often lack production posture: secrets in client bundles, missing auth boundaries, or deploy scripts that only work on one laptop. PunkSolid moves those repos toward production in Cursor with human review on the paths that carry money or personal data.
Clients arrive with exports from Lovable, Bolt, v0, or agent sessions that never faced staging traffic. Some are marketing sites that need SEO and analytics; those may shift toward website development once the prototype stabilizes. Product-shaped repos stay in this service until auth, logging, and CI are trustworthy.
We document findings from an initial audit: dependency risks, environment variable handling, database migrations, and payment or CRM integrations. Implementation follows our methodology—specs for risky changes, automated link and type checks where the stack allows.
Spec-driven development helps when the prototype never had written acceptance criteria. We add them before expanding scope.
Large content properties sometimes start as vibe-coded microsites, then join a wider WordPress exit. The healthcare WordPress rebuilds case study shows the bar for tracking and performance on clinical sites: GTM, GA4, consent, call tracking, and HIPAA-aware forms must survive launch. Prototypes bound for those environments need the same discipline before they touch patient data.
We count nine rebuilt sites in client and network proof points, with confidential traffic figures where required.
AI code review delivers a structured findings report and fix recommendations. This service includes engineering time to apply fixes, add tests, and document deploy steps. Choose review-only when your team will implement; choose production rescue when you need hands-on delivery.
You receive repositories and runbooks—not a hosted black box—with code ownership of the hardened source at handoff. Optional 1:1 Cursor coaching helps your developers keep shipping after rescue. We do not quote fixed rescue prices without seeing the prototype.
Compare custom software development when the prototype is mostly integrations or workers. Use contact with repo access and launch constraints.
Repeated issues include API keys in front-end bundles, missing server-side validation on forms, absent rate limits on public routes, and deploy instructions that assume a single developer laptop. Rescue work closes those gaps before marketing sends traffic. When prototypes back patient intake or billing, compare requirements to the tracking and forms discipline in healthcare WordPress rebuilds.
We expect separate staging and production credentials, documented in the runbook—not only in a .env.example from an agent
session. Rotation steps and who owns vendor dashboards should be clear at handoff.
Lovable, Bolt, v0, Cursor, and Claude Code are vendor or product names used nominatively. PunkSolid does not claim partnership with those companies. Rescue pricing and calendars are quoted after audit, not on this page.
Signup and login, password reset, payment intent creation, webhook signature verification, and admin-only routes get automated coverage before cosmetic polish. Visual regressions can follow once functional smoke tests are green. If the prototype never had tests, we add a thin critical-path suite rather than claim blanket coverage.
Designers may still work in Figma while engineers harden code. We separate token updates from auth refactors so releases stay small. Public pages pulled from the prototype inherit SEO checks from website development when they are part of the same launch.
Rate limits on public APIs, CAPTCHA or Turnstile on forms, and basic abuse monitoring are in scope when the prototype faces the open internet. Rescue does not stop at “it compiles on my machine.”
If stakeholders confuse lab Lighthouse scores with Search Console Core Web Vitals, we document both on a short performance readme so executives do not misread launch metrics.
Staging data should exclude production PHI or PII unless legal approves; we prefer synthetic fixtures during rescue so agents never summarize real patient records in chat logs.
Link the prototype repository on contact when you want the audit scheduled. Mention compliance rules if the prototype will handle regulated data after rescue. Read methodology for the review sequence we apply after the initial audit pass. Pair audit findings with AI code review if you want a report before implementation hours begin.
We map auth, secrets, dependencies, and hosting assumptions in the prototype and list blockers before feature work.
Checkout, signup, admin, or intake paths get explicit error handling and rollback notes agreed with your team.
Automated checks cover types, lint rules, and selected end-to-end flows. Agents help write tests; humans pick coverage.
Deploy docs, environment variables, and monitoring hooks are delivered with the hardened repository.
Not always. When the architecture is salvageable, we harden in place. When routing or auth is unsafe, we may recommend a partial rewrite scoped in the audit.
Yes. Teams sometimes pair rescue work with [web app development](/services/web-app-development/) for net-new modules while we stabilize the core.
Review is a focused pass. Production rescue includes implementation, tests, and deployment work. You can start with [AI code review](/services/ai-code-review/) if you only need findings first.
Share a repo link or export and describe launch pressure. We reply from [email protected].
Cursor is a trademark of Anysphere, Inc. Claude Code is a product of Anthropic. PunkSolid is not affiliated with either company.
Link the repo or tool export and tell us what must work on day one.
Structured review of agent-generated or vibe-coded repos for security, tests, and deployment readiness before launch.
ServiceDashboards, portals, and authenticated web apps built in Cursor with tests, review gates, and full repo handoff.
ServiceEvery PunkSolid client receives full access to finished code—maintain it in Cursor, hand it to another developer, or stay independent if we part ways.
ServiceProduction delivery using Claude Code alongside human architecture review, tests, and full repository handoff.
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