Agent lifecycle platform for prediction markets

Build trading agents with the process already wired in.

Describe a thesis, research live markets, generate or edit strategy code, test it through simulations and paper trading, then operate the web, mobile, API, and execution surfaces behind explicit risk gates.

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CODE-BACKED PLATFORM

More than a prompt box

YorN now connects the full agent workflow and its operating layer: Trade Builder research, Strategy Lab generation, crowd simulation, capital pools, alerts, scenario intelligence, mobile screens, exchange credentials, and event-backed analytics.

Trade Builder tools

Strategy Lab tools

334

Registered app routes

Mobile screen files

Coordination modes

Exchange integrations

THE OPERATING LOOP

From market question to governed agent

YorN's marketing can claim more now because the product does more. The core loop has research, code generation, testing, deployment, review, mobile, notification, capital allocation, and compliance surfaces instead of a single bot configuration form.

Research markets, order books, positions, balances, calendars, ML predictions, expected P&L, and sport DNA context through Trade Builder.
Generate strategy code, inspect it, backtest it, compare alternatives, and deploy successful candidates as agents from Strategy Lab.
Run teams in Swarm, Council, Pipeline, Deliberation, or Crowd Sim modes when a single agent is not enough.
Keep self-learning changes behind a mutation state machine with paper testing, harness checks, promotion evidence, and rollback paths.
Operate capital pools, alerts, streams, scenarios, exports, data rights, and billing controls through the wider platform surface.

See the Process

                    strategy_lab.py
                    CONTROLLED
                

# YorN agent loop
1. research()        # markets, books, sport DNA
2. generate_code()  # Strategy Lab
3. backtest()       # fill model + metrics
4. crowd_sim()      # 7 archetypes, 10-10K
5. paper_trade()    # live data, simulated funds
6. deploy_live()    # tier-gated, risk-gated
                

WHAT YORN CAN CLAIM NOW

A real platform surface, not just future intent

These are product capabilities represented in the current codebase and surfaced across the marketing pages.

Strategy Lab

Conversational strategy workbench with generation, code-backed backtesting, strategy comparison, custom-code testing, and deploy-as-agent tooling.

Explore Agent Builder

Trade Builder

Natural-language trade construction with market search, order book inspection, portfolio context, expected P&L, ML prediction, and sport DNA enrichment.

Explore Trade Builder

Sports DNA

Sports-market context spans NBA, NFL, MLB, NHL, CBB, and MLS live feeds, plus DNA history signals that can be injected into agent reasoning.

Explore Sports Markets

Kalshi + Polymarket

Credential and execution paths support both Kalshi and Polymarket, with encrypted credential vault storage and user-controlled live mode.

Explore Smart Execution

Mutation Governance

Self-learning updates move through analysis, shadow strategy setup, paper testing, evaluation, promotion, or rollback instead of silently changing live behavior.

Explore Governance

Event-Backed Analytics

Trading events can flow through Postgres and Parquet-backed sinks, giving YorN a durable path for audit trails, replay, analytics, and ML training data.

Explore Analytics

Capital Pools

Capital allocation APIs support dedicated and shared pools, allocation, deallocation, sweep, transfer, pause, resume, equity history, transactions, and pool settings.

View API Families

Scenario Intelligence

The God's Eye scenario runner, reports, and Knowledge Graph endpoints help test event paths and retrieve market context before committing to a strategy.

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Alerts and Notifications

Users can manage price and market alerts, notification preferences, web push subscriptions, Expo push tokens, and notification tests from the platform.

View Notification APIs

Data and Streaming Surface

Market matching, Kalshi series, Polymarket markets, order books, candlesticks, crypto matching, cross-exchange comparison, stream controls, and feed health are wired into the API layer.

View Data APIs

Mobile Workspace

The Expo client includes auth, agents, markets, portfolio, analytics, games, DNA, settings, trading controls, notifications, offline-aware hooks, and biometric-gated live actions.

View Platform Docs

Security and Compliance Controls

Account flows include email verification, password reset, MFA, phone OTP, compliance acceptance, credential vaulting, and data export or erasure requests.

Review Privacy

Marketplace Commerce

Marketplace routes support publishing, installs, reviews, listing purchases, seller onboarding through Stripe Connect, earnings, listings, and payout dashboard access.

Explore Marketplace

LLM and Credits Layer

Provider credential management, model catalog APIs, credit balances, pricing, burn-rate visibility, and tier prompts are represented in settings and system routes.

View Plans

Build the thesis. Test the agent. Control the risk.

Start in paper mode, use the web or mobile workspace, review the API-backed controls, and graduate to live trading only when your strategy and risk limits are ready.

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