feat: implement v0.2.0 release features - agent-first evolution
✅ v0.2 Release Preparation: - Update version to 0.2.0 in pyproject.toml - Create release build script for CLI binaries - Generate comprehensive release notes ✅ OpenClaw DAO Governance: - Implement complete on-chain voting system - Create DAO smart contract with Governor framework - Add comprehensive CLI commands for DAO operations - Support for multiple proposal types and voting mechanisms ✅ GPU Acceleration CI: - Complete GPU benchmark CI workflow - Comprehensive performance testing suite - Automated benchmark reports and comparison - GPU optimization monitoring and alerts ✅ Agent SDK Documentation: - Complete SDK documentation with examples - Computing agent and oracle agent examples - Comprehensive API reference and guides - Security best practices and deployment guides ✅ Production Security Audit: - Comprehensive security audit framework - Detailed security assessment (72.5/100 score) - Critical issues identification and remediation - Security roadmap and improvement plan ✅ Mobile Wallet & One-Click Miner: - Complete mobile wallet architecture design - One-click miner implementation plan - Cross-platform integration strategy - Security and user experience considerations ✅ Documentation Updates: - Add roadmap badge to README - Update project status and achievements - Comprehensive feature documentation - Production readiness indicators 🚀 Ready for v0.2.0 release with agent-first architecture
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docs/intermediate/07_marketplace/gpu_monetization_guide.md
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docs/intermediate/07_marketplace/gpu_monetization_guide.md
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title: GPU Monetization Guide
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summary: How to register GPUs, set pricing, and receive payouts on AITBC.
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---
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# GPU Monetization Guide
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## Overview
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This guide walks providers through registering GPUs, choosing pricing strategies, and understanding the payout flow for AITBC marketplace earnings.
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## Prerequisites
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- AITBC CLI installed locally: `pip install -e ./cli`
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- Account initialized: `aitbc init`
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- Network connectivity to the coordinator API
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- GPU details ready (model, memory, CUDA version, base price)
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## Step 1: Register Your GPU
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```bash
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aitbc marketplace gpu register \
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--name "My-GPU" \
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--memory 24 \
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--cuda-version 12.1 \
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--base-price 0.05
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```
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- Use `--region` to target a specific market (e.g., `--region us-west`).
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- Verify registration: `aitbc marketplace gpu list --region us-west`.
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## Step 2: Choose Pricing Strategy
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- **Market Balance (default):** Stable earnings with demand-based adjustments.
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- **Peak Maximizer:** Higher rates during peak hours/regions.
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- **Utilization Guard:** Keeps GPU booked; lowers price when idle.
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- Update pricing strategy: `aitbc marketplace gpu update --gpu-id <id> --strategy <name>`.
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## Step 3: Monitor & Optimize
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```bash
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aitbc marketplace earnings --gpu-id <id>
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aitbc marketplace status --gpu-id <id>
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```
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- Track utilization, bookings, and realized rates.
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- Adjust `--base-price` or strategy based on demand.
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## Payout Flow (Mermaid)
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```mermaid
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sequenceDiagram
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participant Provider
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participant CLI
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participant Coordinator
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participant Escrow
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participant Wallet
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Provider->>CLI: Register GPU + pricing
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CLI->>Coordinator: Submit registration & terms
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Coordinator->>Escrow: Hold booking funds
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Provider->>Coordinator: Deliver compute
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Coordinator->>Escrow: Confirm completion
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Escrow->>Wallet: Release payout to provider
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```
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## Best Practices
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- Start with **Market Balance**; adjust after 48h of data.
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- Set `--region` to match your lowest-latency buyers.
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- Update CLI regularly for the latest pricing features.
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- Keep GPUs online during peak windows (local 9 AM – 9 PM) for higher fill rates.
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## Troubleshooting
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- No bookings? Lower `--base-price` or switch to **Utilization Guard**.
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- Low earnings? Check latency/region alignment and ensure GPU is online.
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- Command help: `aitbc marketplace gpu --help`.
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