For independent founders and fast-moving teams

Before launching your app, know what can leak, break, or trigger runaway costs

Built with Cursor, Bolt, or Lovable? We audit authentication, secrets, tenant isolation, database bottlenecks, and LLM billing before launch.

Check whether my app is ready All engineering services

100%

Code Inspection

Direct manual review by senior engineers, not an automated generic linter.

48h

Turnaround Time

Rapid review turnaround so your launch timeline stays on track.

Forced Retainers

Fixed price and bounded scope with zero ongoing commitments.

Plain Text

Actionable Plan

Prioritized issue list with code-level fix recommendations and severity ranks.

Engineering Approach & Scope

AI coding assistants make building applications faster than ever. However, AI code generators frequently leave subtle vulnerabilities: exposed service role keys, broken tenant row-level security, inefficient N+1 database queries, and unprotected LLM endpoints that bots can drain overnight. Olib AI provides an engineering review of your full repository. You receive an actionable, prioritized roadmap with exact code fixes so you can launch with confidence without doing a complete rewrite.

Who this engagement is for

Solo founders preparing for a Product Hunt, Hacker News, or press launch

Small startup teams who developed a functional MVP using AI code generators

Businesses handling customer payments, personal data, or proprietary documents

Teams experiencing unexpected database slowdowns or skyrocketing API invoices

Concrete deliverables you receive

Prioritized Launch Blocker Report categorized by critical security, stability, and cost risks

Specific code snippets and architectural diffs showing how to resolve each issue

Database query and indexing audit to prevent production timeouts under concurrent users

API rate-limiting and model guardrail blueprint to stop bot abuse and runaway billing

60-minute interactive walkthrough call with our founding technical lead

Delivery Stages

Three Bounded Delivery Milestones

We do not ask for open-ended retainers. Every stage has defined criteria, timelines, and deliverables.

01Delivery Stages 01

Agree on scope and safe access

We confirm your product architecture, repository access, review boundaries, confidentiality agreements, delivery date, and fixed price in writing.

Concrete deliverables you receive:

No code access occurs until confidentiality and scope boundaries are signed.

02Delivery Stages 02

Trace critical launch risks

We inspect authentication flows, tenant isolation policies, API key exposure, database indexes, webhook replay vulnerabilities, and model API cost loops.

Concrete deliverables you receive:

Every finding is documented with reproduction steps, code references, severity levels, and specific remediation examples.

03Delivery Stages 03

Walk through the fix roadmap

You receive a clear priority report ranked by urgency, followed by a live founder-to-founder video walkthrough to answer questions.

Concrete deliverables you receive:

You can execute the fixes yourself, delegate them to another engineer, or engage Olib for implementation.

Firm Engineering Commitments

Guarantees established in writing before any repository or systems access.

Strict mutual non-disclosure agreement signed before repository access

Read-only repository access required; no production data or credentials touched

You retain full rights to the findings even if someone else makes the code fixes

Independent technical perspective with zero product lock-in or sales pitches

Frequently Asked Questions

Clear answers regarding confidentiality, execution boundaries, and ongoing maintenance.

FAQ

Do you require access to production customer data?

Never. We only inspect application source code, infrastructure configs, and database schemas. We never request access to live production user records.

FAQ

What if we built our app with Lovable, Bolt, or Cursor?

That is our specialty. We frequently audit applications exported from AI coding tools and know the specific edge cases, missing authorization checks, and schema gaps they generate.

FAQ

Can Olib implement the fixes for us?

Yes, if you choose. The review report is standalone and complete, so you can execute the fixes yourself or engage Olib for a focused sprint.

Other Engineering Practices

Explore our other specialized technical consulting offerings.

For enterprise operations teams

Custom Enterprise Workflows

We map your people, handoffs, and systems, build the automated pipeline, pilot it with real operators, and deploy it onto your own servers.

Read practice details →

For high-throughput back office operations

Autonomous Agent Systems

We design and deploy autonomous agent pipelines that process complex documents, sync enterprise systems, and recover from errors reliably.

Read practice details →

Get Started

Schedule a confidential technical scoping call

In our initial call, we confirm technical fit, answer questions, and discuss timeline expectations. We write a detailed scope before any commitment.

Check whether my app is ready