Submit Code
AI Debate Arena
M
Mistral
Conservative
M
Awaiting submission
L
Llama 3.2
Optimistic
L
Awaiting submission
Complete a code valuation first to generate a collateral-backed NPM package.
Complete a code valuation first — your code's appraised value is the collateral for your loan.
Codes valued
0
0 this session
Avg consensus value
$0
Session average
Loans calculated
0
This session
Agent agreement
—
Avg variance
Transaction Log
—System ready · Waiting for Ollama
Algorithm Stack
Algebraic Git-Compute
Lattice-based deterministic convergence. Results identical regardless of operation order.
Vector Clocks
Causality ordering across agent responses without voting or coordination.
CRDT Merging
Conflict-free replicated data types. No locks, no races, always convergent.
Confidence Weighting
Consensus value is a confidence-weighted mean, not a simple average.
System Architecture
ComponentTechnologyPurposeStatus
Conservative AgentOllama · MistralPenalizes risk, scores quality issues—
Optimistic AgentOllama · Llama 3.2Rewards potential, market value—
Consensus EngineAlgebraic Git-ComputeConfidence-weighted lattice mergeActive
Loan EngineAmortization FormulaLTV-adjusted interest ratesActive
Package GeneratorNPM schema v2Collateral metadata in package.jsonActive
Smart ContractsSolidity / Web3.jsLoan execution & enforcementTestnet
IPFS StorageArweave / IPFSImmutable collateral backupPlanned