Devory

Devory Hero Cover
AI EdTech SaaS

Devory

AI-Powered Student Project Platform

Editorial Case Review

Devory is an AI-powered project mentoring application designed to assist computer science students in building portfolio-grade systems. By analyzing user interests, technical skills, and available hours, Devory leverages OpenAI API models to generate structured project roadmaps, suggest coding resources, and monitor development sprints.

Core Capabilities

AI-based project

AI-based project idea recommendations

Structured project

Structured project workflow management

Progress tracking

Progress tracking and portfolio-ready output

Engineering Case Study

The Challenge

Limiting excessive OpenAI usage costs and structuring LLM natural language prompts into reliable, syntax-compliant database roadmaps.

The Solution

Configured structured JSON validation using OpenAI Function Calling and wrapped all prompt generation patterns with server-side caching and dynamic client rate-limiters.

Key Facts

Your RoleFull-Stack & AI Integration Engineer
Timeline5 Weeks (November 2025)
CategoryAI EdTech SaaS

Built With

Next.jsTypeScriptPostgreSQLPrismaTailwind CSSOpenAI API

Product Performance

85%
<2.2sRoadmap generation latency
100%
99.8%Structured parse rate
100%
+140%User project engagement

Interface Gallery

Devory Desktop Screenshot 1