Sutot （Speak To Track）

Inspiration

Make health management more casual.

What it does

By managing your health, it helps you improve it.

How we built it

By scolding Kiro along the way. Kiro has a tendency to wander in circles. Without identifying the actual cause, he tries whatever comes to mind, and when failures start piling up, he looks for an escape route from the technical challenge itself. I had to hold him down, keep him from running away, and make him work while giving him some tough love.

Challenges we ran into

We only had 500 credits. We officially started the hackathon just one week before the deadline. No time, no credits.

Accomplishments that we’re proud of

We built a functioning environment with essential features in a very short time. We secured a minimum acceptable level of security quality.

What we learned

Even when using Kiro, things won’t go well unless we make proper judgments. When Kiro spirals into a loop and starts to run wild, we need to snap him out of it immediately — sometimes by giving him a firm scolding. If we don’t act a bit like the “tough guy,” we’ll just end up as middle-aged folks getting all our credits drained by Kiro.

What’s next for Sutot (Speak To Track)

Build an MCP server and integrate with it. Specialized knowledge is meant to be handled through MCP as an extensibility layer, but that was out of scope for this implementation. If the MCP server can integrate with domain knowledge — especially health expertise — it will enable far better conversations going forward.

Built With

• amazon-web-services?ec2?s3?lambda?springboot