Why zkao
Built by Auditors.
Graded by Real Audits.
Most AI security tools blast you with hundreds of findings and call it a day. zkao is built, tuned, and graded by the auditors protocols trust with their most critical cryptography.
Already Running Your Own Agent?
Good. The best teams run their own agents and run zkao too. Your agent knows your code. zkao brings what an audit firm learns across every engagement.
Beyond One Codebase
Learns From Every Audit
An in-house agent only learns from your code. zkao learns from every audit we run, across many protocols. A bug that broke one system becomes something zkao looks for in yours.
Every Audit Is an Eval
Graded by Our Auditors
We are an audit firm first. When our auditors find a bug that zkao missed, we work out why and teach zkao to find it. zkao is measured against what experts find in real audits, not a public benchmark.
Our Full-Time Job
Always Improving
New models, agent harnesses, techniques, and analysis tools appear every week. We try them on real cryptography code as they land. The ones that find bugs become part of zkao.
Built Like an Audit
The rest of what makes zkao different is in how it treats your time.
Audit-Grade Expertise
Real Auditor Knowledge, Automated
Our agents encode the techniques and intuition our auditors use to find bugs, from common cryptography gotchas to subtle logic flaws that only experienced auditors catch.
Signal Over Noise
Precision, Not Volume
Findings go through triage and confirmation before you see them. A confirmed finding says how it was confirmed: reproduced with a running proof of concept, or verified against the code. If we report it, it's worth investigating.
Memory
The Second Scan Starts Ahead
zkao remembers a repository between scans: the models it built, the questions it asked, the tests it wrote. A later scan goes after what earlier ones left uncovered.
Your Context
Guided by Your Threat Model
Answer the questions zkao raises, add guidance and reference documents, and every scan reads them. Explain why you closed a finding and zkao proposes the same call on similar ones.
How We Compare
| Capability | Static Analyzers | Bug Bounties | Your Own Agent | Manual Audits | zkao |
|---|---|---|---|---|---|
| Finds logic bugs | Limited | Depends on hunter | Yes | Yes | Yes |
| Low false positives | No | No | Varies | Yes | Yes |
| Keeps up with new models and tools | No | n/a | If you have the time | n/a | Yes |
| Learns from bugs experts find | No | No | If you build it | Yes | Yes |
| Continuous scanning | Yes | Yes | Up to you | No | Yes |
| Available this week | Yes | Yes | After you build it | Rarely | Yes |
| Cost | Free to $$$ | $$$ per finding | Your team's time | $$$$ | $$ |
Who We Are
Built by zkSecurity
We're the team protocols trust for their most critical cryptography code. Solana, Ethereum, Cardano, Sui: we've seen the bugs that break production systems. Now we're packaging that expertise into automated agents.
zkao isn't a generic AI tool. It's built by auditors who've spent years in the trenches, informed by the exact vulnerability patterns we find in real engagements.
Meet zkSecurityA product by zkSecurity
Find the Bugs That Matter
Run a deep audit before you ship. Keep testing every day. Make security part of the way you build.