Turn AI Prototypesinto Rock-Solid Software.

Turn your AI prototype into production software. Clank Dynamics fixes critical bugs, scales PostgreSQL databases, and guarantees Google Play 12-tester approval in 2–4 days.

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AI Prototype Rescue & Bug HardeningGoogle Play 12-Tester Pass Guaranteed100% Code & Database Ownership
Engine Active
Production Ready · 99.99%
Raw Prototype / AI CodeProduction App (Stable)
VERIFIED
CLANK ENGINE
CRASH RATE0.00%
API SPEED11.4ms
STATUSLAUNCH-READY
THE PROTOTYPE RESCUE PIPELINE

Fix the Bugs. Connect the Database. Launch Without Crashing.

Most AI-generated apps and early MVPs work great in the demo—until real users hit edge cases, databases drop connections, and app stores reject your build. We step in as your senior engineering team to audit your code, fix security holes, optimize performance, and turn your fragile prototype into rock-solid software you can sell.

AWS
Google Cloud
Cloudflare
Next.js
TypeScript
PostgreSQL
Redis
Docker
Kubernetes
Terraform
Temporal
SOC 2 Type II
ISO / IEC 27001
OWASP
AWS
Google Cloud
Cloudflare
Next.js
TypeScript
PostgreSQL
Redis
Docker
Kubernetes
Terraform
Temporal
SOC 2 Type II
ISO / IEC 27001
OWASP
Vibe Coder Capabilities

Everything Your Prototype Needs to Go Live.

From fixing broken AI spaghetti code and securing Supabase to passing Google Play's 12-tester rule in 2–4 days.

2–4 Days Sprint

AI Prototype Launchpad

Production Docker containerization, custom domain DNS + SSL, and automated GitHub CI/CD to your cloud accounts.

Docker ContainerizedCustom DNS & SSLGitHub Actions CI/CD
48h Staging Preview URL · Zero Lock-In
15h Deep Debug

Code Stabilization & Debugging

Senior staff triage. We eliminate race conditions, patch memory leaks, and wire resilient Stripe webhooks and auth refresh.

Stripe Webhooks 200 OKAuth Token SyncMemory Leaks Patched
Zero Unhandled Exceptions · Clean Refactor
2–3 Days Setup

Database Architecture & RLS

Normalized PostgreSQL schema design, strict user-level RLS policies, connection pooling, and automated encrypted backups.

PostgreSQL SchemaStrict RLS PoliciesAutomated Backups
Zero Data Leaks · Production SQL Migrations
100% Pass Guaranteed

Google Play 12-Tester Pass

Managed closed testing cohort on 12 physical Android devices, Crashlytics telemetry, and 20-question release coaching.

12 Physical Androids14 Days Active Opt-InCrashlytics Telemetry
100% Google Play Approval or Full Refund
AI Prototype Services

From Broken Prototype to Production Software.

Inspect deliverables, turnaround timelines, and fixed pricing for every rescue and launch package.

2–4 Day Turnaround100% Code OwnershipFor AI Builders & Vibe Coders
SERVICE 01 / 05

AI Prototype Launchpad

If you built an MVP using AI tools, you likely hit the wall: broken authentication, failing Stripe webhooks, database connection limits, or constant crashes. We step in as senior engineers to clean the codebase, fix critical bugs, and deploy production-grade software.

Production Deliverables & Artifacts

Deep code audit & critical bug fixes across your frontend and backend
Database architecture, schema migrations & connection pooling (Supabase / Postgres)
Production authentication, Stripe billing integration & email deliverability
Turnkey deployment to Vercel, AWS, or Docker with automated backups
Cursor / v0 / BoltNext.js & ReactSupabase / PostgresStripe Billing
How We Work

From Messy Code to Live App in 3 Steps.

No guesswork, no junior developer delegation, and no surprise hourly overages. Just fast, transparent execution.

PHASE 01

Rapid Code & Architecture Triage

24–48 Hours

We inspect your AI-generated prototype, diagnose critical bugs, database bottlenecks, and auth failures, and deliver a fixed-price rescue plan.

Phase Checkpoints & SLA
Complete code audit identifying broken logic, memory leaks, and hydration errors
Database schema, indexing, and connection pool bottleneck review (Supabase / Postgres)
Authentication, Stripe webhooks, and third-party API verification
Fixed-price sprint proposal with clear deliverables and daily milestones
Deliverable:Full Technical Audit & Fixed-Price Action Plan
PHASE 02

Hands-On Stabilization & Launch Sprint

Days 2 – 4

Senior engineers work directly on your codebase with daily preview links, fixing bugs, setting up databases, and wiring payments.

Phase Checkpoints & SLA
Direct communication channel in Slack or Discord with your senior engineering lead
Daily preview environments so you can test and click through changes live
Row-Level Security (RLS) policies, Stripe webhooks, and automated error boundaries
Zero junior delegation—every line of code is written by experienced builders
Deliverable:Tested, Staging-Verified Production Code
PHASE 03

Deployment & 100% Code Ownership Handoff

Final Deployment & Handoff

We deploy to your production cloud, submit to app stores with our 12-tester guarantee, and hand over 100% of the IP.

Phase Checkpoints & SLA
Production deployment to your Vercel, AWS, or Docker cloud environment
Apple App Store & Google Play Store submission with 12-tester compliance guarantee
Architecture documentation, database backup schedules, and maintenance notes
100% IP, repo, and account ownership transferred directly to you—zero vendor lock-in
Deliverable:Live Production Software & 100% IP Ownership
Founder Guarantees

Built for Builders Who Value Speed & Code Quality.

Clear deliverables, rapid 2–4 day turnarounds, and zero junior developer delegation.

Guaranteed Pass

100% App Store & Google Play Approval Guarantee

We guarantee your mobile app passes Apple App Store review and Google Play's strict 14-day 12-tester policy without rejection.

Google Play12 Testers Pass
Apple App Store100% Approved
Code SigningIncluded
High Velocity

2–4 Day Fast Turnarounds

Senior engineers working directly in your Slack or Discord with daily preview links and rapid PR merges.

UpdatesDaily Previews
Delegation0% Juniors
Zero Lock-In

100% Code & IP Ownership

Every commit, repository, and database belongs strictly to you from day one. You are never locked into proprietary tools.

Code Rights100% Yours
AccountsYour Cloud
1st Audit Free

1st Security Audit 100% Free

We scan your code for exposed API keys, vulnerable dependencies, broken database permissions (RLS), and security leaks before launch.

First Audit100% Free
Turnaround24–48 Hours
RemediationReady PRs
Frequently Asked Questions

Clear Answers for AI Builders & Founders.

Yes! That is our specialty. AI tools are amazing for prototypes, but they often break on complex state, authentication, database connection limits, and Stripe webhooks. We step in, diagnose the exact bugs, clean up the architecture, and deploy a stable, production-ready app.

Have an AI Prototype That Needs Fixing or Launching?

Schedule a 20-minute consultation call, or get started to submit your repository and project requirements directly.

Schedule Rescue CallGet Started
Fixed-price sprint delivery 100% Code & IP ownership Direct senior engineering lead