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Agents Cleared the Noise, People Went Deeper — Particle CS and AuditAgent

Running the Full Security Pipeline on Bloxchain Protocol

September 17, 2026

Nethermind Security audited Particle CS's Bloxchain Protocol, an EVM security framework, via AuditAgent, AgentArena, and a full manual audit.

Triangle diagram of the three 2026 constraints on AI security analysis: speed, cost and ecosystem coverage.

Speed, Cost, and Ecosystem Coverage: The Next Constraints in AI Security Analysis

April 22, 2026

The 2026 constraints on AI security tooling are how fast analysis runs, what it costs at scale, and how much it covers.

Nested circles showing known EVMBench vulnerabilities inside real vulnerabilities inside false positives, illustrating what recall misses.

Recall Is Not Enough: False Positives and the Limits of Benchmarking

April 16, 2026

Recall says what a tool finds, not what it costs. AuditAgent's validation cut false positives by 75%, from 3,230 to 798. Why benchmarks need precision too.

AuditAgent's EVMBench score: 67% recall, 80 of 120 high-severity vulnerabilities detected across 40 real audit repositories.

AuditAgent on EVMBench: 40 Repositories, 120 Vulnerabilities, No Repos Skipped

April 7, 2026

AuditAgent detected 80 of 120 high-severity vulnerabilities on EVMBench. 40 repositories, run in order, no repos skipped. Full results and methodology.

Using AuditAgent for AI-assisted security analysis on the CMTAT, with the Nethermind, CMTA and Taurus logos.

Using AI-assisted security analysis on the CMTAT: Case study of how CMTA and UBS have used Nethermind's AuditAgent on CMTAT contracts

January 27, 2026

How the UBS team and CMTAT developers ran Nethermind's AuditAgent on 75 contracts of the CMTAT Solidity token standard before the v3.1.0 release.

What LUKSO Learned Running AI-Assisted Security Analysis on Their Hyperlane Bridge Contracts

December 1, 2025

How LUKSO used AuditAgent as a security AI copilot on their HypLSP7 and HypLSP8 Hyperlane bridge contracts before engaging external auditors.

How Nethermind Security Uses AuditAgent Alongside Manual Audits

Last Updated: 20 September 2025

Nethermind Security ran AuditAgent after 29 manual audits to see what was missed: valid issues in 62% of projects, and 30% of all auditor findings matched.