Developer builds Solidity scanner that prioritizes accuracy over finding volume

A developer has built a smart-contract security scanner for Solidity code designed to eliminate false positives, in contrast to existing tools that often generate hundreds of misleading findings. The scanner uses deterministic checks rather than AI guesswork to verify whether access controls, token whitelists, and return-value handling are genuinely absent before raising an alert. Testing against production protocols and the entire OpenZeppelin library produced zero false positives, with 13 previously flagged findings correctly identified as non-issues and suppressed. Key improvements include recognizing intended role-based access patterns, detecting token curation registries that rule out fee-on-transfer risks, and reading surrounding code lines to avoid misclassifying checked call return values. The developer argues that a smaller, verified set of real findings is more valuable to protocol teams than large noisy reports that erode trust in security tooling.