Fixing & Completing AI-Generated Applications

From “almost done” to
ready for the real world

AI got you 80% there fast, but the last 20%. Bugs, security, stability. Is the hard part. Siri9 fixes and finishes it so you can ship to production with confidence.

See pricing

Production-readyTestedNo regressionsReady for operations

Fix bugs for good

Ticket queue

09:12Ticket #182 · resolved✓

11:40Ticket #183 · quoted✓

14:05Ticket #184 · in progress…

This month12 tickets · on time

Whatever your quick build is stuck on, we clean it up

Runtime errors / crashesSecurity holesMessy / unmaintainable codeNo testsWon’t deploySlow / performance issuesNot production-ready

The product is nearly done, but you daren’t launch it

Endless little bugs

Fix one, another appears; it gets messier without a solid base.

Missing the last 20%

The hardest part. Error handling, edge cases, security. Is what AI skips.

Afraid to go live

Fear of crashes, data loss or leaks once real users arrive.

We finish the hard part so it runs for real

A product that’s genuinely ready

Production

Ready to go live for real

100%

Every change is tested

Documented

Handover with docs & notes

Continuity

Can move straight into an ops plan

From a rough AI build to a delivered product

Day 1, 2

Quick audit

Siri9 does:Review the product state, list bugs and remaining work.

You prepare:Grant source access and describe what you want.

Day 3

Scope & quote

Siri9 does:Lock the task list and give a clear project quote.

You prepare:Approve the scope and priorities.

Per project

Fix & finish

Siri9 does:Fix, finish, harden and test in cycles.

You prepare:Give feedback and accept each cycle.

On completion

Deliver production-ready

Siri9 does:Deploy, hand over with docs; ready to move into operations.

You prepare:Receive the handover and decide next steps.

By project, quoted before we start

Priced by the SCOPE of fixing and finishing needed, estimated after a quick audit. You approve scope and price upfront, no surprises.

Usually follows a Vibecoding audit, and can transition into an operations contract (Group 1).

What is vibe coding bug fixing?

Vibe coding bug fixing means handling the last 20% of an AI-built product, bugs, security and stability, so it can ship to production. Siri9 finishes it so you can launch with confidence.

Can you start without an audit?

Yes, but we still do a quick review first to quote accurately.

Will you rewrite from scratch?

Usually not, we keep what’s good and fix/finish the rest.

Who operates it afterward?

You can run it, or move to a Siri9 Management plan and we handle it.

Any platform or stack?

Most common stacks are supported, we confirm after the review.

Get your AI product across the finish line

Send your product, Siri9 reviews quickly and quotes within 24 hours.

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Fixing & completing AI-generated applications