Airuncode
Freemium
Developers preferring fully local agent execution
Zenveil
FreemiumSelf-Hosted
Copilot autocompletes a hardcoded AWS key, Cursor leaves an auth check off a user-scoped route, and your existing SAST tool — tuned for code humans wrote — misses both because it wasn't looking in the right places. ZenVeil is a CLI-first security scanner built specifically for the bug patterns AI coding tools produce at scale.
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Pricing
- Free Tier
- Free for public repos
Summary
Install via pip, point it at a GitHub repo, and the vendor states a full scan returns findings in under 30 seconds — flagging secrets, missing authorization middleware, vulnerable dependencies, and tokens written to localStorage. Verified fixes ship as GitHub PRs opened automatically, skipping manual triage. The internal benchmark lists a largest tested repo of roughly 48,000 files scanned in under 8 minutes, though the vendor notes this is not yet independently verified. The scanner intentionally defers to Snyk and Semgrep for known CVE coverage rather than replacing them, so you are adding a layer, not consolidating one. No API is available, which limits programmatic integration to the CLI and CI/CD pipeline.
Bottom line: Slot this into CI/CD for repos with frequent AI-generated commits and you get a fast, targeted second pass that catches what Snyk misses — but if your security workflow requires programmatic API access or feeds findings into a SIEM, ZenVeil has no API and that pipeline stalls.
Find your fit
Before you choose Zenveil
More options in Coding Assistants. Compare pricing, platforms, and features side by side.
Atlarix
Freemium
Engineering teams needing private/local AI coding assistance
Pros
- Rule families tuned to AI assistant failure modes — hardcoded secrets, missing auth middleware, localStorage token storage — so findings are relevant to the actual commit patterns your team produces, not a generic SAST noise floor.
- Automated GitHub PR creation with verified fixes, which means a critical finding goes from detected to patched-and-under-review without a developer manually triaging and writing the fix.
- Scan completes in under 30 seconds per the vendor's internal benchmark, so adding it to a CI/CD gate does not meaningfully extend pipeline time on average-sized repositories.
- No signup required for public repos and code is described as never stored, so security teams can run an evaluation scan without a procurement cycle or data-handling review.
- Self-hosted CLI option available, so teams with air-gapped environments or strict data residency requirements are not forced onto a cloud-only path.
Cons
- No API is available — findings cannot be programmatically pulled into a SIEM, ticketing system, or custom dashboard without parsing raw CLI output. Teams that need findings in Jira or Splunk automatically will build a brittle wrapper or switch to a scanner with a native integration layer like Snyk.
- The vendor explicitly does not cover known CVE dependency scanning, which means ZenVeil does not replace Snyk, Semgrep, or Dependabot — it stacks on top of them. Teams hoping to consolidate tooling end up maintaining two scanner configurations instead of one.
- The internal performance benchmark is self-reported and noted as not yet independently verified, so scan time guarantees on large monorepos — the vendor's largest tested is ~48,000 files at under 8 minutes — cannot be confirmed before you commit the tool to a production CI/CD gate.
- Not open-source, which means teams that require auditability of the detection rules themselves — a common requirement in financial services or healthcare DevSecOps — cannot inspect what is running against their code.
About
- Platforms
- CLI, GitHub Actions, browser
- API Available
- No
- Self-Hosted
- Yes
- Last Updated
- July 14, 2026
Best For
Who it's for
- Teams using GitHub Copilot, Cursor, or Claude for development
- Repositories with frequent AI-generated commits
- DevSecOps workflows needing fast, AI-tuned vulnerability detection
What it does well
- Scanning repositories after AI-assisted code generation
- Detecting hardcoded secrets and credentials in generated fixtures or tests
- Identifying missing authorization checks and insecure token storage
- Opening automated GitHub PRs with verified fixes
Integrations
Frequently Asked Questions
- Is Zenveil free?
- Zenveil offers a free option alongside paid upgrades. Check the current allowances and terms before choosing a plan.
- Can I self-host Zenveil?
- Yes. Zenveil supports self-hosting on your own infrastructure.
- What platforms does Zenveil support?
- Zenveil is available on: CLI, GitHub Actions, browser.
ZenVeil runs as a command-line tool — installed with a single pip command — that scans GitHub repositories for the specific vulnerability classes AI coding assistants produce most frequently: hardcoded secrets and credentials, routes missing authorization middleware, insecure token storage in localStorage, dependency confusion risks in package manifests, and missing rate limits on API endpoints. The core workflow is two commands: scan a repo and, for findings worth acting on, run a fix with the auto-PR flag. ZenVeil opens a GitHub PR with the patch applied, history scrubbed where relevant, and the offending pattern blocked from re-entry. The vendor states the full cycle from scan to open PR takes under 30 seconds on typical repositories.
The differentiating design choice is rule families tuned to AI-specific failure modes rather than general-purpose static analysis. The vendor documents that AI models routinely inline placeholder-looking credentials that are real, forget authorization middleware on routes handling user-scoped data, default to localStorage for token storage, and generate package.json files that mix scoped and unscoped dependency names in ways an attacker can hijack via dependency confusion. ZenVeil ships explicit detection rules for each of these patterns — a different detection surface than tools built before AI-assisted development became the default workflow.
The scanner is positioned as additive to an existing stack, not a replacement. The vendor explicitly states ZenVeil does not compete on known CVE dependency scanning — mature tools own that, and the recommendation is to keep them. Where the tool hits a wall: no API is available, so feeding findings into external systems requires parsing CLI output rather than calling an endpoint. The tool is not open-source. Paid-only features exist, though the vendor offers free access for public repositories. Self-hosted deployment is supported, with code described as read-only during scans and never stored.
Language support documented on the page includes Python, Node.js, Go, Rust, and Ruby. Detection coverage references OWASP Top 10 classifications and a library of 200+ secret patterns. CI/CD integration is supported alongside direct CLI use and a browser-based scan interface.
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