Adversarial exposure validation that
proves what’s exploitable
Strobes' agents validate findings the way an attacker would, so you fixwhat's actually reachable, not what a scanner guessed.
Chosen by teams who can't afford to get it wrong
One engine for every exposure problem
See how Strobes aggregates, validates, and pentests across your whole attack surface. It proves what's actually exploitable at every layer, instead of just flagging it.
Exposure Assessment
Unify findings from 100+ scanners, de-duplicate, and rank by validated, business-aware risk. One prioritized view of your real exposure.
Auth bypass on /api/v2/orders — IDOR chained into SQLi, reproduced end to end.
Confirmed exploitableAgentic Pentesting
Autonomous agents chain real exploits across your network, cloud, and AD. Pentest-grade evidence continuously, with a human in the loop.
Exposure Validation
Every finding is proven by real exploitation and re-checked as your environment changes, so you only ever remediate what’s truly reachable.
Scanners cry wolf Your team pays for it
In independent testing on the OWASP Benchmark, more than 60% of scanner findings could be removed as false positives without losing a single real vulnerability. Strobes proves every finding with a real exploit, so what reaches your backlog is already validated.
We ran an autonomous pentest on a live app, then measured it against the field
One public target, independent ground truth. Every result backed by 31,400 logged telemetry events and independently validated.
Free · 25-minute read · Sent straight to your inbox
strobesSTROBES AI · BENCHMARK 2026
Autonomous Pentesting Benchmark Report
One live target. Independent validation. Full run telemetry.
RESULTS AT A GLANCE
Built for enterprise offensive security
Isolated sandbox per engagement
Every run executes in a fresh, ephemeral sandbox. Payloads, credentials, and target data never leak across customers or runs.
Runs on internal networks
Deploy a lightweight on-prem agent and run agentic pentests inside VPCs, Kubernetes clusters, and Active Directory domains. No data leaves your perimeter.
Human in the loop
Pause for review on sensitive actions, request approvals for higher-impact exploits, and hand off to your team mid-engagement — without slowing the agents down.
RCE on auth-service — exploit chain ready
Private data and BYOM
Bring your own model and keys. Data, prompts, and findings stay within your tenant. SOC 2-ready isolation, no training on your data.
Persistent agent memory
Findings, recon, and exploit context persist across phases, runs, and assets. The platform gets smarter about your environment with every engagement.
Continuous re-verification
Every patch triggers an exploit replay — clean confirmation that the fix actually worked, not just that the ticket closed.
Works with the stack you already run
Strobes ingests from 100+ scanners, cloud providers, and identity sources, then pushes validated, prioritized findings straight into your ticketing workflow.
Qualys
Nessus
Burp Suite
Snyk
CrowdStrike
Nuclei
Checkmarx
SonarQube
AWS
Azure
Jira
ServiceNowIn their own words
Security teams on what changed after switching to Strobes
Go deeper on agentic validation
How Strobes compares
| Category | strobes | Vulnerability Mgmt (VM) | Breach & Attack Sim (BAS) | External Attack Surface (EASM) |
|---|---|---|---|---|
| Primary focus | Validate and remediate exploitable exposure | List CVEs, never prove them | Test control response to known TTPs | Inventory external-facing assets |
| Core question | Which exposures are exploitable, and what to fix first? | What CVEs exist in my environment? | How do controls respond to a TTP? | What does my external surface look like? |
| Testing model | Agentic adversarial emulation, safe by design | Non-exploitative scanning | Predefined playbook simulations | Non-exploitative scanning |
| Testing environment | Live environment, safe by design | Read-only scanning | Simulated environments | Read-only scanning |
| Attack progression | Chains real multi-step exploits | No attack progression | Predefined playbooks only | No attack progression |
| Is the risk proven? | Yes, proven by real exploitation | No, CVSS-based assumption | Partially, simulated only | No, visibility only |
| Prioritization | Validated exploitability plus business impact | Static CVSS scores | Asset criticality | Static severity scores |
| Remediation | Orchestrates remediation and re-verifies the fix | Patch recommendations for CVEs | Detection and control tuning | Patch or mitigation recommendations |
Start validating exposure like an attacker would
Strobes brings adversarial exposure validation across your assets, vulnerabilities, and attack paths, so your team fixes real risk first.