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## Development With Codex
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Contractless is designed and developed by Bruce Bates. OpenAI Codex, including the GPT-5.6 SOL model, has been used as an AI-assisted development tool.
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GPT-5.6 SOL assisted with:
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- Reviewing and debugging peer connection, bootstrap, handshake, and automatic reconnection behavior.
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- Tracing multi-node synchronization and orphan-correction failures across source code and node logs.
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- Hardening network-map monitoring and connection-state handling.
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- Implementing and reviewing on-chain data-storage transaction support.
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- Integrating data storage, address data, NFTs, loans, assets, and transaction history into the GUI wallet.
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- Improving [GUI wallet](https://contractless.dev/contractless/Contractless-GUI-Wallet) cache synchronization, cache deletion safety, and Windows file-access coordination.
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- Reviewing Rust transaction validation, mempool handling, block saving, and chain-reorganization paths.
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- Identifying behavioral inconsistencies between local wallet caches and RPC responses.
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- Expanding and reorganizing user documentation for installation, wallets, transactions, validation tools, loans, swaps, NFTs, fees, and data storage.
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- Assisting with testing, compilation checks, technical explanations, and project presentation materials.
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Codex served as a development assistant. Project architecture, consensus rules, economic design, feature requirements, testing decisions, and final implementation direction remain human-controlled.
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Contractless is designed and developed by Bruce Bates.
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## System Requirements
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