Autonomous AI Security Research
Deploy highly specialized security agents that work in parallel to uncover novel findings that evade manual review.
Protocols we’ve helped secure
Tired of generic AI scans? Finally, highly specialized agents you can trust
Auron lets you deploy a swarm of highly specialized agents fine-tuned to work the way a world-class security team does: building real understanding of your codebase first, then hunting for exploitable paths, and only surfacing issues they can validate with a working proof of concept.
HOW IT WORKS
Your codebase: understood, investigated, and secured by specialized AI agents.
Auron doesn’t deploy one generic scanner. It coordinates specialized AI security agents. Together, they follow the same four-phase workflow used by elite security researchers, operating continuously and at scale to uncover novel findings across your entire codebase.
01
Context Building
02
Threat Modeling
03
Exploit investigation
04
Validation
01
Context Building
Before Auron hunts for anything, it reads everything.
Context-building agents ingest the full repository: code, documentation, architecture diagrams, annotations, and developer intent. They build a shared working model of the system: what it’s supposed to do, how the components relate, and where the design assumptions live.
This step is what separates Auron from tools that scan in isolation. Real vulnerabilities often hide in the gap between what the code does and what it was meant to do.
BATTLE-TESTED IN LIVE COMPETITIONS
Ranked against the world's best security researchers.
We’ve tested Auron in open, judged audit competitions on Code4rena and Sherlock, placing against top human security researchers under real conditions.
1st place
Chainlink Payment Abstraction v2
3 medium risk findings
2nd place
XRP Ledger
3 high & 6 medium risk findings
2nd place
Monetrix
1 medium risk finding
3rd place
Kakarot
2 high risk findings
TWO WAYS TO WORK WITH AURON
Embedded in your workflow.
Or run by our team.
Auron Platform
Deploy Auron’s agentic security workforce through an API and dashboard. Integrate specialized agents into pull requests, commits, and releases for continuous coverage without the overhead of scheduling reviews.
API-first design for seamless CI/CD integration
Dashboard for tracking findings, severity, and remediation status
Supports Solidity, Rust/Anchor, Move, Go/EVM, and more
Proof-of-concept-backed findings on every run
Findings triaged and validated by our team before delivery
Auron Audit
A full security audit, delivered by our team. For protocol teams preparing for launch, major upgrades, or post-incident recovery. Auron Labs runs a complete review of your codebase, combining specialized Auron agents with human security researchers for maximum depth and coverage.
Professional audit report with severity classifications
Proof-of-concept exploit for every confirmed finding
Remediation guidance from researchers who understand the code
A deliverable you can share with investors, users, and stakeholders
Continuous communication with your team throughout the engagement
ECOSYSTEM COVERAGE
Wherever your protocol lives, Auron can audit it.
Auron is language-agnostic by design. The research pipeline adapts to the primitives, tooling, and vulnerability patterns unique to each ecosystem, not just EVM assumptions carried over elsewhere
Solidity / EVM
Go / EVM
Rust / Anchor (Solana)
Move
Cairo / Vyper
BUILT FOR
For teams that can't compromise on security.
Frequently
Asked Questions
How is Auron different from static analyzers?
Auron is not a point-in-time scanner or a single generic model. It deploys specialized AI security agents to build codebase context, map likely attack surfaces, investigate exploitable paths, and validate findings with working proofs of concept.
Does Auron support languages beyond Solidity?
Yes. Auron is language-agnostic by design and built for ecosystems beyond Solidity, including Go / EVM, Rust and Anchor for Solana, Move, and other DLT ecosystems.
Are findings always backed by a PoC?
That is the standard. Auron validates findings end to end in an isolated environment, and if it cannot produce a working proof of concept, it does not report the issue.
Is this a replacement for manual audits?
No. Auron Platform deploys specialized agents to extend and strengthen continuous security research, while Auron Audit combines that agent workforce with human researchers for formal review, human judgment, professional reporting, and actionable findings.
Can Auron integrate into CI/CD workflows?
Yes. Continuous, workflow-integrated security research is a core part of the platform direction, with Auron designed to fit into pull requests, commits, releases, and remediation workflows.
What does the audit deliverable include?
Auron Audit delivers a professional audit report with proof-of-concept-backed findings, severity classifications, and remediation guidance. It is designed as a formal review teams can act on and share with stakeholders.




