Find what's hiding
in your codebase.
Zynoptes runs AI security review across your whole repo, not one file at a time. We catch the cross-file vulnerabilities that other scanners walk right past.
Most security tools
can't see the whole picture.
Modern codebases are tightly interconnected. A vulnerability rarely lives in one file. It lives in the path data takes through a dozen of them. A tool that only scans one file at a time won't find it.
Shallow scanning
Most scanners look at one file or commit at a time with a generic prompt. They can't follow data across a real codebase, so cross-file taint flows slip past them.
Gated access
Deep AI security review does exist. It's gated behind private partnerships with frontier labs, and you only get to use it if you're a top-tier enterprise customer. Everyone else gets the shallow version.
No infrastructure layer
No platform lets a normal team apply AI to security properly. Models burn context, compact too early, and return unreliable output on anything bigger than a toy repo.
The whole codebase. Understood at once.
Scroll to watch Zynoptes take in an entire repository and reason across it, following the connections between files that single-file scanners never see.
It sees your whole codebase.
Not one file at a time. Zynoptes takes in your entire repository and how every part of it connects, so nothing important falls through the gaps between files.
It knows what matters.
Most of a codebase isn't where the risk lives. Zynoptes zeroes in on the code that actually handles sensitive data, trust, and access, so effort goes where it counts.
It reasons, it doesn't pattern-match.
Instead of matching patterns against single files, Zynoptes follows how data and trust actually move through your system, the cross-file paths a scanner can't see.
It proves every finding.
Every result is checked and ranked before it reaches you, so you get a short list of real, verified issues instead of a wall of false positives to triage.
Workflows that find what scanners miss.
Each Zynoptes workflow runs over a focused subgraph. The model only sees the code relevant to the question, so it can actually answer 'does this input reach that sink?' instead of 'this file looks fine.'
Taint tracking from every entry point to every sink, across modules. We follow the data, not the file it happens to live in.
Click a finding. See the whole path.
This is what a Zynoptes finding looks like: not a line number and a guess. Every result traces the data from source to sink, shows the exact vulnerable code, and ships with a verified fix. Try it.
Unsanitized route param reaches raw SQL executor
42router.get('/users/:id', async (req, res) => {43 const { id } = req.params;44 // validate: id checked for presence only45 const q = `SELECT * FROM users WHERE id = ${id}`;46 return res.json(await db.raw(q));47});An attacker can append SQL to the id parameter and read, modify, or destroy any table the DB user can reach. Pre-auth on public routes.
Parameterize the query: `db.raw('SELECT * FROM users WHERE id = ?', [id])`. The validator should reject non-numeric ids before the value reaches the executor.
Pattern matching vs. actual reasoning.
Traditional SAST tools match signatures against files. Zynoptes reasons over the relationships between them. The difference shows up in what each one can, and can't, find.
We tested against one of
the most security-scrutinized targets we could find.
On a rolled-back, sandboxed fork of a widely-deployed open-source TLS library, Zynoptes independently surfaced substantive vulnerabilities, including a pre-auth memory-safety issue and a cross-module state-confusion bug that external audits had missed for years.
All on the limited budget of two college students. No frontier-lab partnership, no private model access. Just the harness.
- Codebase
- Open-source TLS library
- Language
- C · low-level systems
- Scope
- Rolled-back historical fork
- Prior audits
- Multiple, multi-year
- Run budget
- Two students · days
Findings land where your team already is.
No new dashboard to babysit. Zynoptes files findings as PR comments, tickets, and chat alerts, at the commit that introduced them.
New findings annotate the exact line in the pull request that introduced them.
Verified findings auto-file as Jira or Linear issues with full taint path attached.
Critical findings ping the right Slack channel the moment they're confirmed.
Priced to your codebase, not your headcount.
A flat base that covers most codebases, then it scales with the size of the code we analyze. Run scans whenever you want, you pay for your codebase, never per seat or per scan.
Scales with your codebase past 500K lines. You pay for size, not per seat or per scan, so run it as often as you like.
1M LOC ≈ $6K/mo · 2M LOC ≈ $12K/mo
- Full-repo analysis and cross-file reasoning
- All security workflows included
- Unlimited developers
- Run scans whenever you want
- Priority verification and deduplication
- Quarterly security review
- Dashboard exports and integrations
For 5M+ lines, regulated industries, and larger orgs that need to control deployment.
- Everything in Scale
- SSO / SAML & SCIM
- SLAs & uptime guarantees
- VPC / on-prem deployment
- Dedicated security engineer
Priced by codebase · unlimited seats · run scans whenever you want
Questions, answered.
Still have something specific in mind? We're happy to talk through your stack, your repo, and what a first pass would look like.
SAST tools match signatures against individual files. Zynoptes ingests the entire repository into a graph model and reasons across the relationships between files, so it can trace a tainted input from an API route, through a validator, into a SQL executor three modules away. Pattern matchers can't see that path. We can.
Stop developing
in the dark.
Turn the lights on for your coding agents with Zynoptes. Connect a repo and we'll run a full-repo security pass, surfacing the cross-file vulnerabilities your scanners can't see.
- Whole-repo reasoning, not file-by-file scans
- Verified, deduplicated, severity-ranked findings
- First results within hours, not quarters
- No procurement cycle to start