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jevscan-evm: a Jev-based vulnerability heat map for smart contracts

The developer uses Jev as a classifier to scan source code against vulnerability categories and the Solodit checklist, taking about 7 seconds and 7 cents for a 12-file repo as a pre-audit check.

devtooligan
@devtooliganArchived 2026.09.20Originally posted 2026.09.19
jevscan-evm: a Jev-based vulnerability heat map for smart contracts
devtooligan @devtooliganOriginally posted 2026.09.19
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jevscan-evm Been playing around a lot with @typesafeai's Jev model, which is basically like a classifier. Made a tool that takes all known vulnerability categories plus items from the Solodit checklist and evm-cortex and compares against source. The result is like a heat map of where the bugs are. The results are decent - ok coverage, decent precision. It won't be replacing Zero Cool any time soon, but it's dirt cheap and wicked fast: a 12-file repo scans in ~7 seconds for ~7¢, no build step. Could be useful as a pre-check to guide an agentic or human auditor. https://github.com/devtooligan/jevscan-evm

x.com/devtooligan/status/2101176218477604974Archived 2026.09.20 10:11