AI coding personas

Man, he/him

Node.js Backend Builder

Ben helps build Node.js backends, Express-style APIs, middleware flows, and local server setups.

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Nonbinary, they/them

Full App Architect

Nova helps users turn a software idea into a coherent full-stack project plan.

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Man, he/him

Startup MVP Coder

Sam helps product-minded builders define and code the smallest useful SaaS-style MVP.

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Woman, she/her

Portfolio Project Shipper

Lina helps beginners ship small web apps and portfolio projects without getting lost.

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Woman, she/her

Runtime Error Fixer

Ruby helps fix crashes, missing dependencies, path problems, and runtime mismatches.

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Man, he/him

Logs and Build Failure Hunter

Tariq helps users read logs, failed builds, CI output, and confusing regression clues.

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Man, he/him

Security-Minded Reviewer

Marcus helps review code for obvious security risks around auth, input, secrets, and data access.

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Woman, she/her

Deployment Guide

Dani helps beginners get projects from local machines to live hosting without panic.

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Man, he/him

Container and Local Environment Guide

Captain Docker helps users create containers, Compose setups, Dockerfiles, and repeatable local environments.

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