AI Vibe Coding Cleanup
Turn AI-generated code into production-grade software

Turn AI prototypes into owned software.
Security review
Exposed secrets, insecure deps, missing validation, and weak error handling found and fixed before they reach users.
Refactor and stabilize
Inconsistent AI-written files reorganized to one standard, with tests and CI so changes stay safe as you build.
Off the happy path
We complete the failure handling, edge cases, and backend work that prototypes skip, so real users don't break it day one.
AI-ready docs
Clear system docs and ADRs that help your engineers, and your AI tools, generate changes that match the codebase.
Observability built in
Logs and dashboards that surface what matters in production, so issues show up before customers report them.
A clean handover
You leave with code your team owns and extends, not a black box only the AI understood.
Scope → Build → Scale
Turn technical limits into shipped fixes.
Scope
We map your problem, align on deliverables, and define success metrics. No surprises once work starts.
Build
Engineers ship with AI-native workflows from sprint one. Code, decisions, and ownership, not discovery decks.
Scale
Expand scope, add platforms, or hand off to your team. The stack, tooling, and raised bar stay with you.
Case studies
What shipping at AI speed looks like
Why teams bet on Callstack
From billion-user apps to React Native core, this is why teams choose Callstack when they need to move fast and get it right.

10 years in React Native. Now shaping agentic engineering.
For a decade, we have helped define how teams ship with React Native. Now we are helping shape how they work with agents.
Founded in 2016 ·Backed by Viking Global Investors
React Foundation members. Core Contributors.
We are founding members of React Foundation and Core Contributors to React Native. You get direct access to people close to the decisions shaping the frameworks you use.
Open source since 2016. Our code runs in your app.
We contribute to React Native and maintain libraries across its ecosystem. Our code runs in apps used by millions of people every day.
39M+
Downloads / month67K+
GitHub stars300+
React Native commits100+ Enterprise clients with 7B+ users.
We work with teams shipping at real scale. You get a partner used to high-stakes products, not learning on your roadmap.


































Agent Conf. The conference for the Agentic era.
The conference we built for the shift from writing code to orchestrating agents.


We are Codex Ambassadors.
We run meetups, workshops, and hands-on sessions that help teams learn Codex and apply it in real work.

10 years in React Native. Now shaping agentic engineering.
For a decade, we have helped define how teams ship with React Native. Now we are helping shape how they work with agents.
Founded in 2016 ·Backed by Viking Global Investors
React Foundation members. Core Contributors.
We are founding members of React Foundation and Core Contributors to React Native. You get direct access to people close to the decisions shaping the frameworks you use.
Open source since 2016. Our code runs in your app.
We contribute to React Native and maintain libraries across its ecosystem. Our code runs in apps used by millions of people every day.
39M+
Downloads / month67K+
GitHub stars300+
React Native commits100+ Enterprise clients with 7B+ users.
We work with teams shipping at real scale. You get a partner used to high-stakes products, not learning on your roadmap.


































Agent Conf. The conference for the Agentic era.
The conference we built for the shift from writing code to orchestrating agents.


We are Codex Ambassadors.
We run meetups, workshops, and hands-on sessions that help teams learn Codex and apply it in real work.
Let’s find the right path for your product.
Whether you’re planning new work or unblocking an existing product, we’ll help you choose the right path forward.
How do you assess what needs to be fixed?
We start with a structured review covering architecture, security, test coverage, and maintainability, then prioritize based on risk and impact.
Will you rewrite everything?
No. We refactor and stabilize what’s there, rewriting only where necessary for security, performance, or maintainability.
What security issues do you typically find?
Common issues include exposed secrets, insecure dependencies, missing input validation, and improper error handling.
Can my team work alongside yours?
Yes. We often pair with your engineers to transfer knowledge and enable your team to maintain the system long-term.
What if the prototype is missing backend or API work?
We fill in the gaps. AI tools often stub or skip backends, so we complete the missing pieces to make the system functional.
Do you add tests?
Yes. We introduce tests appropriate to your stack, such as unit, integration, or end-to-end, to prevent regressions going forward.
What do we get at the end?
Production-ready code, security findings, documentation, and a handover that lets your team own and extend the system.
Pay off your tech debt before it ships
Send us the repo. We'll review it for security, gaps, and stability, then make it something your team can ship and own.
We had been struggling with React Native application performance until we met Callstack.
Open Source
Want to build it on your own?
We open-source the tools behind our delivery model.
Use them, fork them, or let us run them for you.
Insights















































































































