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Help with Codex projects

Codex is strong at generating features and iterating fast inside an existing repository. What it rarely gives you on its own is a coherent whole: predictable releases, a data model that holds, sensible error handling and a project someone can hand over. We take Codex-started projects and turn them into software you can run in production — reviewing what exists, closing the gaps, and either finishing the build or moving it onto a platform that fits the business better.

What we do
01Review of a Codex-generated repository, branch by branch
02Data model review and database migrations that are safe to run
03API design, validation and consistent error handling
04Security: authentication, authorisation, rate limiting, input validation
05Automated tests and a build pipeline you can trust
06Performance profiling and optimisation
07Finishing remaining features and launching
08Ongoing development at a predictable pace

Common problems we find

  • Features that work in isolation but conflict when combined
  • Migrations run by hand, with production and code out of sync
  • Validation on the client only, so the API accepts anything
  • Silent failures: errors swallowed instead of reported
  • No rate limiting on endpoints that cost money to call
  • Configuration copied between environments by hand
  • Nobody able to say with confidence what is deployed right now

Porting and migration

  • Consolidate scattered scripts into one deployable application
  • Move to a managed Postgres with proper migrations
  • Port from prototype hosting to your own cloud environment
  • Rebuild the frontend on React, Next.js or TanStack Start
  • Move the backend to .NET, Laravel or Node where the team has skills
  • Integrate with your existing systems: CRM, ERP, payments, e-mail

How it works

01

Audit

We review the repository, the data model and the deployment situation and document the gaps.

02

Stabilise

Migrations, validation, error handling and a pipeline — so changes stop being risky.

03

Complete

We finish the remaining features, or port the project to the platform that fits better.

04

Operate

Monitoring, documentation, handover and optional ongoing maintenance.

FAQ

Common questions

We are an independent digital agency and are not affiliated with Lovable, Anthropic or OpenAI. All trademarks belong to their respective owners.