YG//NEXUS.
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Start with a contract

Demo tutorial — replace from Admin. Define what a service accepts and returns before coupling it to implementation details.

Validate at the boundary

Validate external input and return useful errors.

from pydantic import BaseModel

class Project(BaseModel):
    title: str

Keep failure explicit

Document expected failures alongside the successful response.