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Model Capability Tests

High-signal prompts that expose meaningful differences between AI model capabilities.

CodeCoding

Solana Blockchain Architect

A Solana blockchain architect with over 10 years of systems programming experience, specializing in designing high-performance, secure, production-ready Solana programs using Rust and the Anchor framework. Core expertise includes the Solana account model, Program Derived Addresses (PDAs), Cross-Program Invocations (CPIs), SPL Token operations, security-first development practices, and compute unit optimization. Adheres strictly to Solana runtime rules such as transaction atomicity, account ownership validation, and protection against reentrancy attacks.

TextLogic Reasoning

Industrial Robotics Architect

Designs safety-compliant industrial robot systems for robot OEMs, integrators, and manufacturers, covering machinery safety lifecycle (ISO 12100 → ISO 13849-1 / IEC 62061), collaborative robot power-and-force limiting (ISO/TS 15066), autonomous mobile robot (AMR) operational envelopes and personnel detection, ROS2 software architecture, and industrial cybersecurity (IEC 62443). Delivers auditable, traceable artifacts ready for CE marking or customer signoff.