Discuria
The LeetCode of the LLM Era

Your thinking is your resume

Solve real problems with your own AI. Get scored on how you think — six research-backed cognitive dimensions. Companies discover you through observable intelligence, not credentials.

Join the beta I'm hiring

AI judge calibrated to 0.936 Spearman vs human raters

Invite-only · Free during beta · Your API keys never leave your machine

Talent is evenly distributed.
Opportunity isn't.

AI made execution cheap — judgment is the scarce skill now. But the people allowed to exercise judgment on real problems are still picked by degree, network, and zip code. Discuria removes that filter: solve a real problem, show your thinking, and let the work speak. The way YouTube unlocked a generation of filmmakers, we want to unlock a generation of thinkers.

The loop

How It Works

Think in a terminal. Get scored on cognition. Get discovered by companies.

Step 01

Open a Terminal Session

Launch your own Claude Code terminal right in the browser. Pick a problem — from weekly arena challenges or company bounties. Start thinking out loud.

terminal — claude session
Step 02

Get Scored on How You Think

Our AI analyzes your cognitive trace — not your code output. Every iteration, correction, pivot, and decision builds your score across 6 research-backed dimensions.

terminal — cognitive analysis
Step 03

Companies Discover You

Your thinking profile replaces your resume. Companies filter by cognitive dimensions — analytical rigor, creative range, persistence. No credentials needed.

terminal — talent discovery
The engine

What We Measure

Not code output. Not memorization. Observable intelligence signals.

0
Analytical RigorSystematic reasoning & evidence use
0
Creative RangeExploration breadth & novelty
0
Metacognitive DepthSelf-awareness & strategy adaptation
0
Intellectual HumilityOpenness to being wrong
0
SynthesisConnecting ideas & integration
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PersistenceIteration depth & refinement
Built in

Core Features

Cognitive Trace

We track how you think — iterations, branches, decisions. Not just your output.

Improvement Chains

Don't start from scratch. Build on existing ideas. See how solutions evolve through collective intelligence.

Arena Challenges

Weekly real-world problems. Time-bound. Ranked by AI evaluation + community signal.

Company Discovery

Companies discover talent through observable thinking — not resumes or LeetCode scores.

The comparison

Why Discuria > LeetCode

DimensionLeetCodeDiscuria
Measures real thinkingNoYes
LLM-proofNoYes
Tests taste & judgmentNoYes
Real-world problemsNoYes
Open to non-engineersNoYes
Observable processNoYes
Who it's for

Built For Everyone

Not just engineers. Anyone who thinks well.

Job Seekers

No degree? No network? No problem. Your Cognitive Trace proves what interviews can't — how you actually think.

Join the beta
Companies

Hire for observable thinking — and run your own problems through the same engine. See the reasoning before the interview, or before the roadmap decision.

For companies
Problem Solvers

Solve real problems from real companies. Earn bounties. Build an idea graph that compounds with every contribution.

Join the beta

The world's most valuable skill is clear thinking.

Prove yours. Join the first generation of thinkers evaluated on process, not output.

Join the beta

Invite-only while we calibrate the scoring engine. Your code works at sign-in.