Understand your codebase without learning to code.
Ask questions in plain English, get answers anyone can understand. Perfect for product managers, executives, and non-technical team members who need codebase context.
- Ask questions the way you'd ask a senior engineer
- Get explanations, not code dumps
- Works in Slack and Teams where you already are
60% of codebase questions come from non-developers. They shouldn't need to interrupt engineers for every question.
1. User initiates checkout
→ Creates a Stripe payment intent
2. Stripe processes payment
→ Handles card validation, 3D Secure, etc.
3. Webhook confirms success
→ Updates order status to 'paid'
→ Sends confirmation email
The flow is in
app/services/checkout_service.rb if engineering needs specifics.Non-developers who need codebase context.
Product Managers
Specs & PlanningUnderstand what exists before writing specs. Scope features more accurately. Know what's easy vs hard without always asking engineers.
Executives
OversightVerify engineering estimates. Understand technical decisions. Prepare for board meetings with concrete data about your tech assets.
Support & Success
Customer HelpUnderstand where customer issues might originate. Get context for escalations without waiting for engineering to investigate first.
Questions you can ask without any coding knowledge.
Get a plain-English explanation of any feature in your app. Understand the flow without reading code yourself.
Understand your data model for compliance, specs, or customer conversations. No database knowledge required.
Get a rough sense of effort before proposing features. Know if infrastructure exists or needs to be built.
Stop being dependent on engineer availability for every question.
Get the context you need, when you need it.