Deep Research for Circuit Security
Like deep research AI tools, but instead of researching topics, our agents exhaustively research your code for vulnerabilities.
Connect Repo
GitHub integration
Parse Circuits
Understand structure
Deep Analysis
Multi-agent research
Validate Findings
Filter false positives
Detailed Report
Actionable findings
What Makes Deep Research Different
Exhaustive Exploration
Instead of running a fixed set of rules, our agents explore your codebase like a researcher would — following leads, testing hypotheses, and connecting dots across files.
Context-Aware Analysis
Agents understand what your circuit is trying to do. They trace data flow across templates, understand constraint relationships, and catch logic bugs that require semantic understanding.
Continuous Improvement
As LLMs get smarter and we encode more patterns from real audits, your scans automatically improve. A bug missed in January might be caught in June — without you doing anything.
Audit-Grade Knowledge
Our agents are trained on vulnerability patterns from 100+ real ZK audits — the exact techniques and intuition our human auditors use, not generic security rules.
How We Compare
| Static Analyzers | Bug Bounties | Manual Audits | zkao | |
|---|---|---|---|---|
| Finds logic bugs | Limited | Depends on hunter | Yes | Yes |
| Cross-template analysis | No | Varies | Yes | Yes |
| Low false positives | No | No | Yes | Yes |
| Continuous scanning | Yes | Yes | No | Yes |
| Gets smarter over time | No | No | No | Yes |
| Cost | Free - $$$ | $$$ per finding | $$$$ | $$ |
Ready to Try Deep Research?
Connect your repo and let our agents start researching. No configuration needed.
Start Analyzing for Free