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Clueless: The Enterprise Agentic Talent Engine

What It Does

Clueless is an AI-driven hiring platform that transforms candidates’ GitHub repositories into real-world debugging challenges. By replacing static quizzes with hands-on debugging sessions, we mirror actual engineering workflows and uncover true problem-solving talent.

Capabilities

Agent-Powered Bug Injection
Claude Agent analyzes any public repo, selects meaningful code snippets, and injects subtle, logical bugs in seconds.
Live Collaboration & Insight
Real-time synchronized editor captures every decision point and strategy as candidates debug.
Personalized, Fair Assessments
Each challenge is unique to the candidate’s own code—no generic puzzles or surprises.
Objective, Data-Driven Scoring
Gemini-Flash evaluates fix speed, code quality, and approach, delivering a standardized scorecard instantly.
Zero-Friction Experience
Candidates join with only a name; interviewers spin up sessions and review results on an intuitive dashboard.

Technologies

Orchestration: Letta
Frontend: Next.js · React · TypeScript · Tailwind CSS
Real-Time Sync: Socket.IO
AI Agents: Anthropic Claude-4 Agent · Google Gemini-1.5 Flash
Auth & Database: Supabase
GitHub Integration: Octokit API

What Sets Us Apart

Scale & Efficiency: Fully automated, agent-driven workflow replaces manual test design and biased grading.
Deep, Actionable Insights: Go beyond pass/fail—understand candidate thought processes in real time.
Personalization at Scale: Custom tests for every candidate without adding recruiter workload.
Improved Candidate Experience: No sign-ups or setup—focus on code, not logistics.
Data-Backed Hiring: Turn technical interviews into a repeatable, objective process.