Blog
Release audits: verify the audits behind a launch
Guardix now checks whether a project's audit reports, release source, and deployed bytecode still line up before teams ask users to trust the launch.
Model quality update: EVMBench, validation, and fewer vague claims
Guardix publishes quality as benchmarked behavior: 59.8% EVMBench recall, 70 of 117 high-severity bugs detected, and a clear plan for the misses.
Guardix on EVMBench: 59.8% recall across 117 high-severity vulnerabilities
We ran the full Guardix pipeline against EVMBench — 117 ground-truth vulnerabilities across 40 Code4rena audits — with zero modifications. Here are the results, what we learned, and what we are improving.
Inside the exploit pipeline: how Guardix proves vulnerabilities are real
Finding a vulnerability is one thing. Proving it is exploitable on a live fork with real protocol state is another. Here is how the exploit pipeline works end to end.
Ship, audit, fix, repeat: the continuous security workflow
How versioned audit runs and immutable scan history turn security review into a continuous practice instead of a one-time gate.
Architecture-first auditing
Why understanding invariants, assumptions, and design decisions before searching for bugs produces better results.
The economics of smart contract security
Traditional audits cost $50K+ and take weeks. AI-first auditing changes the math for teams that ship continuously.
Consensus validation: how multi-model agreement reduces noise
A single model produces noise. Multiple models with independent analysis and cross-validation produce signal.
Introducing Guardix
Why we built a repository-native audit platform and what changes when security review starts from your actual codebase.
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