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I will set up claude code and cursor ai coding workflows for your dev team
kai_spencer
About this gig
Your developers have AI coding tools, but are they getting consistent, safe results? I'll set up AI-assisted engineering workflows tailored to your codebase, so the AI follows your conventions and your team ships faster without lowering quality.
At a fintech, I led my team's adoption of AI-assisted engineering and built reusable AI tooling that the whole team uses. I know what works in a real production codebase, and what goes wrong.
I can set up:
- Claude Code and Cursor rules (CLAUDE.md, project rules) that capture your architecture, style and testing standards
- Reusable commands, skills and prompts for common tasks such as features, migrations and tests
- MCP connections to GitHub, your issue tracker, database or docs
- AI-assisted code review and checks in CI (GitHub Actions)
- Guidelines on security, secrets and what not to share with AI tools
- A short team guide and recorded walkthrough
Ideal for TypeScript, React and Node.js teams, though most of it applies to any stack. I'm not tied to one stack, so I'll use whatever suits your product.
Please message me with your team size, stack and tools before ordering.
Get to know kai_spencer
kai_spencer
Senior full stack and AI engineer for LLM apps and agents
- FromUnited Kingdom
- Member sinceMay 2020
- Last delivery4 years
Languages
English
Hi, I'm Kai, a UK senior full-stack engineer who builds practical AI into real products. As a founding engineer at a fintech, I built an FX product, payment SDKs used by 100+ merchants, and led my team's move to AI-assisted engineering with reusable AI tooling. Before that I led the NHS.UK React design system at NHS England, and I ran a Shopify store with custom automation. I build AI agents, LLM features and dev-team AI workflows that are reliable, secure and maintainable. I work one dedicated day a week, so please message me before ordering.
Other AI Development Services I Offer
FAQ
Do you need access to our code?
Read access to the repository is ideal so the rules match how your code really works. I never need production credentials, and I can work from a copy if needed.
Claude Code or Cursor?
Many teams use both. I keep the rules consistent across tools so you aren't maintaining two sets of instructions.
Will this work for non-TypeScript teams?
Yes, the approach is language-agnostic. My deepest experience is TypeScript, React, Node.js and infrastructure-as-code, so I'll flag anything outside that before you order.
