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AI Development Tool

Building With Cursor, Shipped With Real Review

Cursor is our default editor. It genuinely speeds up understanding a codebase, drafting features, and chasing down bugs, but we treat every suggestion as a draft that still needs a human to review, test, and take responsibility for it.

Where It Fits

Where Cursor Helps

Cursor works best as part of a workflow with real review, not as a replacement for one.

Codebase understanding

Faster navigation of unfamiliar code and tracing logic through a project we did not just start.

Feature drafting

Context-aware suggestions that speed up implementation, always followed by our own review before it merges.

Bug fixing

Faster inspection of related files and failure points when tracking down what actually broke.

Code review support

A second pass that helps catch unclear logic or risky changes before a human reviewer looks at it.

Legacy refactoring

Help understanding dependencies and planning safer, incremental changes to older code.

Documentation

Faster first drafts of implementation notes and explanations that we then clean up.

Our Capabilities

What We Use It For

Across product modules, backend APIs, and internal tools, with the same review standard every time.

Feature development

Using Cursor to plan and draft product features while we stay in control of the actual architecture and quality.

Backend APIs

Applying it to business logic and integrations with proper review before anything ships.

Dashboards and admin panels

Faster UI logic and component work for internal tools and product interfaces.

Documentation support

Faster implementation notes and code explanations for handoff.

Architecture

How We Actually Use It

The tool does not remove engineering discipline; it just makes the drafting faster.

01Setup

Workflow boundaries

Clear task planning and review checkpoints so it is obvious what an AI-assisted change actually needs before it merges.

  • Task planning
  • Clear ownership
  • Review checkpoints
PlanningOwnership
02Build

Quality control

Every suggestion goes through the same code review and testing standard as anything written by hand.

  • Code review
  • Testing before merge
  • Consistent standards
Code ReviewTesting
03Ship

Human sign-off

A person reviews and owns every change before it ships, regardless of how it was drafted.

  • Human review
  • Final approval
  • Accountability
ReviewAccountability
Tech Stack

What It Pairs With

Cursor speeds up writing code; the rest of our stack is what makes that code trustworthy.

AI Tools

CursorClaudeGitHub Copilot

Frontend

React.jsNext.jsTypeScript

Backend & API

Node.jsExpress.jsREST API

DevOps & Delivery

DockerCI/CD
Our Standards

What We Care About

Speed is worth nothing if it comes at the cost of quality nobody catches.

A human always reviews

We are clear about where Cursor can assist and where a person has to review, test, and approve the final call.

Testing comes first

Suggestions get connected to real testing and release-readiness checks, not shipped on faith.

It is a tool, not a shortcut

We use it to move faster on the parts that benefit, not to skip the parts that need real thought.

FAQ

Frequently Asked Questions

What people usually ask about AI-assisted development.

Yes, it is our default editor, used for understanding codebases, drafting features, and debugging, with our own review and testing applied to every change regardless of how it was drafted.

No, the opposite really. We are deliberate about where Cursor helps and where a person has to review and take responsibility before anything ships.

Yes, for planning and drafting. We structure the workflow so the speed gain does not come at the cost of code quality.

Yes, for understanding dependencies and planning safer changes, still combined with our own review before anything gets touched in an older codebase.

The same code review and testing standard we apply to everything else. Nothing merges just because it was generated quickly.

Let's Build

Want a team that builds fast without skipping review?

We use Cursor to move quickly, but every line still gets reviewed and tested by an actual person before it ships. Tell us what you are building.