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Security

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

date

December 1, 2025

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

Security

December 1, 2025

Intro

LUKSO is developing a new generation of smart contract standards (LSPs) and Universal Profiles to improve usability and security across Web3. Ahead of launching the LUKSO ↔ Ethereum bridge, the team sought to strengthen its internal audit process by identifying potential vulnerabilities in its LSP7 and LSP8 integrations of the Hyperlane bridge token router contracts, respectively HypLSP7, HypLSP7Collateral, HypLSP8 and HypLSP8Collateral.

Objective

The goal was to enhance internal security review by integrating a Security AI Copilot into the audit process—expanding the team’s analytical perspective, deepening security insight, and reinforcing design confidence before engaging external auditors.

Methodology

Using AuditAgent Enterprise, LUKSO connected its GitHub repository, ran multiple analyses, and reviewed the generated PDF reports. The intuitive dashboard, descriptive analysis of the findings in the reports and responsive support helped the team quickly extract relevant insights and prioritize improvements. By surfacing reasoning behind its findings, AuditAgent supported the LUKSO team in making more informed discussions and design decisions, effectively acting as a sparring partner in the audit process.

Results

  • Validation of Concerns: AuditAgent surfaced issues and design considerations that aligned with internal hypotheses, providing confidence in planned fixes and guiding design and architecture refinements.
  • Time Efficiency: The tool streamlined the review cycle by at least several days to a week, allowing the team to focus on higher-level design insights rather than manual triage. It also helped allowed the team to use the time saved to focus on other tasks related to the LUKSO bridge launch.
  • Audit Preparation: By catching some straightforward issues early, the subsequent external audit could focus on deeper, niche and harder-to-detect bugs—leading to stronger final security assurance.

Key Takeaways

  • Complementary Role: AuditAgent effectively supports internal audits and complements traditional security reviews.
  • Faster Security Cycles: Reduces time to insight while enabling internal and external teams to focus more on complex or design-level findings.
  • Increased Confidence: Helps to reinforce internal assurance before external validation and launch readiness.
  • Evolving Collaboration: As LUKSO continues to develop, AuditAgent has become a recurring part of their internal security workflow—an always-on copilot supporting iterative improvement.

Conclusion

LUKSO’s experience illustrates how AuditAgent can become a trusted copilot in the audit process—enhancing insight, strengthening confidence, and evolving alongside teams as they scale their security practices.

AuditAgent makes your team more aware of potential risks in your smart contracts, saving days of deep analysis and helping you move faster toward launch while maintaining confidence in safety.

Jean Cavallera, Lead Smart Contract Developer, LUKSO

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