Solution
Hire a developer after Claude Code.
Claude Code built your architecture. We add the production layer — deployment, CI/CD, monitoring, and ops.
Quick verdict
Claude Code produces architecturally sound code — often better than other AI tools. The production gaps are different: deployment, CI/CD, monitoring, and ops concerns that Claude Code doesn't model. We add the production layer. Audit in 48 hours.
When Claude Code needs a human engineer
01
No deployment or CI/CD
Claude Code is a local CLI tool. It generates and modifies code but has no concept of deployment pipelines, environment management, or production infrastructure.
02
Architectural complexity without ops
Claude Code often generates sophisticated architecture: proper separation of concerns, clean interfaces, good TypeScript. But without ops, the architecture has no production runtime.
03
Context limit issues on large projects
On very large codebases, Claude Code's context window limits mean it starts making decisions without full visibility. Git commits become inconsistent. Architecture starts drifting.
04
Tests written but not integrated
Claude Code will write tests if prompted. But integrating them into a CI/CD pipeline, ensuring they run on every deploy, and maintaining them as the codebase evolves requires ongoing engineering.
05
Missing monitoring and observability
Claude Code generates application code but doesn't set up error tracking, performance monitoring, log aggregation, or alerting. Production apps need all of these.
FAQ
Is Claude Code-generated code production-ready?
More so than most AI tools, but still incomplete. Claude Code tends to produce cleaner architecture and better TypeScript than Lovable or Bolt. The gaps are infrastructure and ops: deployment, CI/CD, monitoring, environment management. These are consistent across Claude Code projects.
How long does it take to ship a Claude Code project?
Audit: 48 hours. For a typical Claude Code app, production setup takes 1–2 weeks: CI/CD, deployment, monitoring, environment configuration. If the codebase has accumulated architectural drift from long sessions, add another week for stabilisation.
Do you work with Claude Code alongside us?
Yes. Many teams continue using Claude Code for feature development while we handle production infrastructure and maintain the CI/CD pipeline. This is an effective split: Claude Code is excellent at code; we handle the production system.
What's the most common gap in Claude Code projects?
Deployment infrastructure. Claude Code has no tooling for production deployment. The second most common: monitoring — Claude Code-generated apps rarely have error tracking or performance monitoring.
Next step
Ready for the last 20%?
Audit first. Clear plan. Fixed fee. No agency theater.
Book free diagnostic →