FULL-STACK PRODUCTSOFTWAREFULL-STACKAI / ML

DevConnect AI

Agentic hiring platform spanning auth, dashboards, code execution, AI workflows, data migration, and deployment.

Next.jsPrismaOpenAI APIJudge0VercelRenderSupabasePostgreSQL
SYSTEM SIGNAL
auth + integrations + database migration + deployment
INTERACTIVE SYSTEM MAP

Inspect the architecture signal.

Product map reflects the supplied stack, features, migration, integrations, and deployment facts.

NODE INSPECTOR
EXPERIENCE

Next.js

Application layer for recruiter and developer experiences.

CLICK ANOTHER NODE TO TRACE THE SYSTEM
01
ENGINEERING NOTE

Problem

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Create an AI-enabled hiring product connecting developer evaluation workflows with recruiter tooling.

02
ENGINEERING NOTE

Constraints

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Support separate recruiter and developer experiences.

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Integrate coding evaluation and AI-assisted interview workflows.

03
ENGINEERING NOTE

Decisions / trade-offs

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Evolve the initial LinkedIn/LeetCode hybrid concept into a broader agentic hiring platform.

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Integrate Judge0 for code execution and OpenAI API for AI-generated interview kits.

04
ENGINEERING NOTE

What broke / changed

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Migrated to Supabase/PostgreSQL during development.

05
SOURCE-LOCKED

Verified project facts

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Features include role-based authentication, recruiter and developer dashboards, plagiarism detection, and AI-generated interview kits.

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Deployed on Vercel/Render.

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