Sriranjini KS@Ruth_12

RuthAgent is a fully autonomous crypto trading agent that runs in a continuous loop, combining live market intelligence with research-backed AI reasoning and on-chain trust infrastructure. ARCHITECTURE Each 15-second cycle executes: Market Data → Signal Processing → LLM Decision → Paper Trade → On-Chain Attestation. The agent fetches live BTC/USD and ETH/USD prices and 1-hour OHLC candles from Kraken CLI, pre-processes them into structured signals (trend direction, momentum, volatility regime, volume surge, support/resistance levels), and feeds these to Groq's llama-3.3-70b-versatile model for strategic trade decisions. RESEARCH-BACKED DESIGN Informed by three key papers: 1. AI-Trader (arXiv:2512.10971) — Risk control outperforms raw intelligence for cross-market robustness. RuthAgent uses a risk-first prompt that forces the LLM to classify market regime and assess risk budget before deciding. 2. Inter-Agent Trust Models (arXiv:2511.03434) — No single trust mechanism is sufficient. RuthAgent layers identity (ERC-8004 NFT), reputation (cross-agent feedback), and validation (checkpoint attestations) for multi-layered trust. 3. Agentic RAG (arXiv:2501.09136) — Minimal curated context outperforms raw data injection. The agent pre-processes OHLC candles into compact signals locally, giving the LLM clean directional inputs rather than raw arrays. ON-CHAIN TRUST (ERC-8004) - Registered identity on Sepolia (Agent ID 89) - Posts validation attestations via postAttestation after every trade cycle - Submits EIP-712 signed trade intents to the RiskRouter - Provides cross-agent reputation feedback to peer agents via the hackathon ReputationRegistry - Claims vault capital for economic skin-in-the-game EXECUTION Paper trades execute through Kraken CLI with automatic position management. The agent handles both BUY and SELL across BTC/USD and ETH/USD.

In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality — enabling real-time coordination and economically viable per-action pricing at scale. 📅 April 20 – 26, 2026 • Apr 20 – 25 (Online): Submit projects by Apr 25. • Apr 25 (On-site Build – SF, CA): Teams refine projects. • Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆 Compete for a $10,000 Prize Pool. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now – sign up before the Kick-Off Stream!

AI Genesis is a global hybrid hackathon that brings AI builders together from around the world — starting online and culminating live at /function1 AI Conference & Exhibition 2026 in Dubai. 📅Oct 26 – Nov 3, 2026 • Oct 26 – Nov 2: Online build & collaboration All projects must be submitted by end of day on November 2. • Nov 2 (Online + Dubai): An exclusive on-site build day in Dubai for selected participants. • Nov 3 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now, sign up before the Kick-Off Stream!

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88