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Trace Protocol Roadmap

This document outlines the planned development milestones for Trace Protocol, an AI agent verifier on Ethereum that classifies agents as AUTONOMOUS, HYBRID, or HUMAN.

v0.1 - Foundation

  • Monorepo scaffolding with Turborepo
  • Ethereum WebSocket listener for real-time transaction monitoring
  • Signal extraction pipeline for transaction metadata
  • Core type definitions (AgentSignal, ScanResult, Verdict)
  • CI pipeline with lint, type-check, and unit tests
  • Initial documentation and contribution guidelines

v0.2 - Classification Engine

  • ONNX model integration for agent classification
  • Feature extraction pipeline (32 behavioral features)
  • Verdict engine with weighted scoring
  • SDK release — github source · trace-protocol-sdk
  • SDK published to npm registry — gated on trace-protocol org setup
  • TypeScript and Python query examples
  • Turborepo pipeline optimization for parallel builds

v0.3 - On-Chain Attestation

  • Foundry contract for on-chain attestation storage
  • create_attestation and query instructions
  • Devnet deployment of trace-attestation program
  • Fastify migration for API layer
  • Python FastAPI inference server
  • Feature extraction expanded to 47 behavioral signals

v0.4 - Real-Time Feeds and Calibration

  • WebSocket feed for live verdict streaming
  • Batch query endpoint for high-volume consumers
  • Platt scaling confidence calibration
  • SDK live subscription method
  • Backfill script for historical agent classification
  • Rate limiting and API key authentication

v0.5 - Mainnet Preparation

  • Mainnet deployment of trace-attestation program
  • Mainnet scanner configuration and RPC failover
  • Model v2 training with expanded labeled dataset (10k+ agents)
  • Latency optimization target: sub-200ms end-to-end classification
  • Load testing at 1000 concurrent queries
  • Security audit of Foundry contract by third-party firm
  • API key management and usage dashboard

v0.6 - Ecosystem Integrations

  • Webhook notifications for verdict changes
  • REST callbacks for partner integrations
  • Agent reputation score (rolling 30-day behavioral index)
  • Historical verdict timeline per agent address
  • Grafana dashboard for operational monitoring
  • Public status page

v0.7 - Advanced Classification

  • Ensemble model with gradient-boosted trees + neural net
  • Temporal feature extraction (behavioral drift detection)
  • Multi-chain support: Ethereum L2 agents (Base, Arbitrum)
  • Agent clustering and similarity search
  • Explainability layer: per-feature contribution to verdict
  • Model retraining pipeline with automated dataset refresh

v0.8 - Developer Experience

  • CLI tool for local agent verification
  • Embeddable verification badge (SVG/React component)
  • Verification widget for dApp frontends
  • Improved SDK with retry logic and connection pooling
  • OpenAPI spec generation from route definitions
  • Interactive API playground

v0.9 - Governance and Decentralization

  • On-chain governance for classification thresholds
  • Stake-weighted validator participation in verdict consensus
  • Dispute resolution mechanism for contested verdicts
  • Transparent model versioning on-chain
  • Community-contributed feature proposals
  • Bug bounty program launch

v1.0 - Production Release

  • Stable API with backwards-compatibility guarantees
  • SLA commitments for uptime and latency
  • Comprehensive audit trail for all verdicts
  • Multi-region deployment for global low-latency access
  • Published research paper on behavioral classification methodology
  • SDK v1.0 with long-term support
  • Full documentation site with tutorials and guides