In-Depth AI-Generated App Audit and Fix Roadmap by Nivyan BIn-Depth AI-Generated App Audit and Fix Roadmap by Nivyan B
In-Depth AI-Generated App Audit and Fix RoadmapNivyan B
Cover image for In-Depth AI-Generated App Audit and Fix Roadmap
The full teardown. Everything in the critical review, plus the questions you can only answer by reading the whole thing: does this architecture survive real users, is the data model going to trap you in six months, and is it cheaper to fix this or rebuild it?
You'll get an honest verdict on that last one. Sometimes the answer is rebuild, and you deserve to hear it from someone who isn't quoting you for the rebuild.
What you get — everything in the basic review, plus:
Architecture review: where the AI made structural choices that don't scale, and what they'll cost you later
Data model and schema review — the migrations you'll regret
Load reality check: what breaks at 100 users, 1,000, and 10,000
Code quality: duplication, dead code, hallucinated or unmaintained dependencies, inconsistent patterns across AI sessions
Dependency and supply-chain audit
Test coverage assessment and a ranked list of what to test first
AI/API cost modelling at realistic usage — the bill nobody forecasts
Mobile responsiveness and baseline accessibility check
Prioritized remediation roadmap with effort estimates per item, so you can hand it to any developer
Repair vs. rebuild recommendation with reasoning
Kickoff call and findings walkthrough
Two weeks of async follow-up questions after delivery
Scope: One codebase, up to ~50,000 lines. Findings, roadmap, and estimates, implementation quoted separately.
FAQs

Starting at$1,200
Duration3 weeks
Tags
AI Automation
AI Developer
AI Engineer
Service provided by
Nivyan B proLahore, Pakistan
22
Followers
In-Depth AI-Generated App Audit and Fix RoadmapNivyan B
Starting at$1,200
Duration3 weeks
Tags
AI Automation
AI Developer
AI Engineer
Cover image for In-Depth AI-Generated App Audit and Fix Roadmap
The full teardown. Everything in the critical review, plus the questions you can only answer by reading the whole thing: does this architecture survive real users, is the data model going to trap you in six months, and is it cheaper to fix this or rebuild it?
You'll get an honest verdict on that last one. Sometimes the answer is rebuild, and you deserve to hear it from someone who isn't quoting you for the rebuild.
What you get — everything in the basic review, plus:
Architecture review: where the AI made structural choices that don't scale, and what they'll cost you later
Data model and schema review — the migrations you'll regret
Load reality check: what breaks at 100 users, 1,000, and 10,000
Code quality: duplication, dead code, hallucinated or unmaintained dependencies, inconsistent patterns across AI sessions
Dependency and supply-chain audit
Test coverage assessment and a ranked list of what to test first
AI/API cost modelling at realistic usage — the bill nobody forecasts
Mobile responsiveness and baseline accessibility check
Prioritized remediation roadmap with effort estimates per item, so you can hand it to any developer
Repair vs. rebuild recommendation with reasoning
Kickoff call and findings walkthrough
Two weeks of async follow-up questions after delivery
Scope: One codebase, up to ~50,000 lines. Findings, roadmap, and estimates, implementation quoted separately.
FAQs

$1,200