Security intelligence for
autonomous code
Traditional security tools were not designed for the risk surfaces autonomous code introduces. VORO evaluates findings across six threat dimensions with Bayesian scoring and produces integrity-verified ThreatReports for auditor handoff, developer triage, and operator review.
Six risk surfaces. One structured review.
Every finding is mapped to a threat dimension before it reaches your team. Review starts with context, not a flat queue of alerts sorted by severity alone.
Agent Autonomy
How much autonomy an agent has to read, write, execute, approve, or exfiltrate beyond its intended envelope.
Over-broad tool access, unsafe delegation chains, prompt-injection-sensitive actions, and ungoverned execution paths.
Agentic workflows create new attack surfaces that traditional AppSec tools were not built to model cleanly.
Works where you already build.
VORO fits into the workflow your team already runs. Use GitHub as the primary live integration surface, run the CLI inside local or CI paths, and export findings in formats your existing toolchain already understands.
GitHub App
GitHub is the primary already-live integration surface. Scan on pushes and pull requests, with findings carried into the review flow your team already uses.
CI/CD Pipeline Templates
Ready-to-copy templates exist today for GitLab CI, Azure DevOps, Bitbucket Pipelines, CircleCI, and Jenkins without claiming native marketplace packaging.
CLI
The CLI works in local and pipeline workflows, including air-gapped or offline-capable paths where teams need the scanner to run inside their own boundary.
Output Formats
Export findings in SARIF, JSON, or HTML so the same scan can feed GitHub Code Scanning, custom toolchains, and human review without extra translation.
What You Get
One practical security report surface for both paths: the Free local CLI for offline review, and the hosted Pro path for shared browser review around the same core ThreatReport.
CLI report
free vibe · local export exampleOnline dashboard
pro accountHosted review workspace for browser submission, API intake, and structured team triage around the same ThreatReport artifact.
Mapped to recognized security frameworks.
ThreatReports map into established security frameworks so engineers, auditors, and security leaders can read the same artifact through the language they already use.
One report. Multiple review vocabularies.
The goal is not to bury teams in framework overhead. It is to keep the same ThreatReport legible for engineers, security leads, auditors, and protocol reviewers without rewriting the artifact for each audience.
Gives engineers familiar weakness categories so findings can move into triage without first learning a VORO-only vocabulary.
Translates report content into the high-level web-risk language security leaders and customers already use in reviews and questionnaires.
Keeps protocol findings legible for Web3 teams by mapping them into established smart-contract review language instead of flattening them into generic AppSec labels.
Adds a formal assurance lens for Ethereum-focused reviews when teams need to communicate contract controls in a governance-friendly structure.
Frames over-broad tool access, unsafe delegation chains, and prompt-sensitive execution paths that sit outside older scanner models.
Adds a familiar scoring vector when teams need to compare impact across tickets, reports, and existing governance pipelines.
One artifact. Four workflows.
The same surface can support protocol teams, security engineers, agent builders, and auditors without pretending those users need identical workflows.
Protocol reviews often begin without a reusable evidence baseline.
VORO gives protocol teams a structured evidence artifact before the external review begins.
Clients usually hand over a codebase, not a structured finding baseline.
Start each engagement with a structured ThreatReport as the baseline evidence layer.
Conventional security tools rarely model what autonomous agents are actually allowed to do.
The agent_autonomy dimension evaluates permission scope and execution boundaries for agentic code.
Many cloud scanners require sending sensitive code into someone else's infrastructure.
Air-gapped and offline-capable, so the review can stay inside your environment.
The scanner is the starting line.
VORO V1 ships the evidence engine: structured threat reporting with Bayesian scoring across six dimensions. The underlying architecture is built to support a broader review surface over time.
Continuous posture scoring
Extend from a single report into a broader risk surface that tracks how security posture changes across repositories over time.
Trust verification pipelines
Carry the evidence engine into stronger scan provenance and trust-verification workflows as current V1 controls widen.
Deeper agentic risk modeling
Push the agent_autonomy surface further as OWASP Agentic AI taxonomy and customer workflows continue to mature.
Start locally. Move into hosted review when the work gets shared.
Start locally with the free CLI. Move into hosted review when your team needs shared triage, structured reporting, and ongoing follow-through.
Run the evidence engine locally.
Air-gapped scanning from your terminal. Offline-capable, evidence-first output, ready to plug into your existing review workflow.
$ pip install voro-scanBring the same artifact into hosted review.
Shared triage, browser review, and structured reporting for the same evidence your team starts locally.