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Maced AI

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Autonomous AI pentesting that finds, proves, and fixes risks across your entire stack—fast.

Last updated Apr 18, 2026

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What is Maced AI?

Maced AI is an autonomous AI penetration testing platform that continuously probes your entire technology stack—code, APIs, web apps, cloud, and infrastructure—to find, prove, and help fix vulnerabilities fast. Using black‑box and white‑box testing, Maced AI delivers validated findings with proof of exploit, auto‑triages by real risk, and can generate merge‑ready fixes. Enterprise‑grade security, rapid deployment, and up‑to‑the‑minute CVE testing make Maced AI a powerful, scalable choice for modern AppSec and DevSecOps teams.

Maced AI's Top Features

Key capabilities that make Maced AI stand out.

Autonomous AI pentesting agents that crawl, fuzz, and exploit across code, APIs, web apps, and infrastructure

Full‑stack coverage in one platform (code, APIs, web, infrastructure, and cloud)

Validated findings with proof of concept, evidence payloads, and step‑by‑step reproduction

Black‑box and white‑box testing modes for speed and depth

Automated remediation with merge‑ready pull requests and verification retests

Continuous 24/7 monitoring and testing of the entire stack

Auto‑triage with deduplication and prioritization by severity, exploitability, context, and impact

Enterprise‑grade security: SOC 2, RBAC, audit logging, SSO, and custom deployment options (cloud, on‑prem, air‑gapped)

Deep integrations with Jira, Slack, GitHub, and CI/CD pipelines

Latest threat and CVE testing within hours of disclosure, plus rapid deployment with results in minutes

Use Cases

Who benefits most from this tool.

CISO/CTO

Establish continuous, autonomous penetration testing across the entire stack without scaling headcount.

AppSec Engineer

Shift‑left security with white‑box code analysis, auto‑generated PR fixes, and retesting in the SDLC.

DevOps/Platform Team

Gate releases by triggering pentests in CI/CD and block risky deployments automatically.

Cloud Security Architect

Continuously validate cloud and infrastructure configurations and detect misconfigurations.

API Developer

Fuzz and test REST/GraphQL endpoints for auth, injection, and logic flaws pre‑ and post‑release.

Product Manager

Run rapid pre‑launch security checks on new features to reduce time‑to‑market risk.

Compliance Manager

Generate audit‑ready evidence and reports for SOC 2/ISO with full logs and RBAC controls.

Security Consultant/MSSP

Augment assessments with autonomous scanning, PoCs, and prioritized remediation guidance.

Startup Founder/SMB

Get fast, affordable, and continuous security testing without hiring an internal red team.

Threat Ops/IR Team

Rapidly test exposure to newly disclosed CVEs within hours and validate exploit paths.

Explore Top AI Use Cases

Tags

AIpenetration testingvulnerabilitiesblack‑box testingwhite‑box testingAppSecDevSecOpsenterprise securityCVE testing

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Frequently Asked Questions

What is Maced AI and what does it do?
Maced AI is an autonomous AI penetration testing platform that tests code, APIs, web apps, and infrastructure, delivering validated findings with proof of exploit and actionable fix guidance.
How long does it take to get results from Maced?
You can get results in minutes; setup is quick and initial penetration test findings arrive shortly after connecting targets.
What areas of security does Maced AI cover?
Maced covers web security (APIs and web applications), code security (source code analysis), and infrastructure/cloud security.
What types of vulnerabilities can Maced AI find?
It detects OWASP Top 10 issues, business logic flaws, authentication bypasses, injection flaws, hardcoded secrets, insecure dependencies, vulnerable configurations, and tests against the latest CVEs.
Does Maced AI provide fixes for discovered vulnerabilities?
Yes. Maced can generate merge‑ready pull requests, suggest fixes, and retest to confirm the vulnerability is resolved.
What testing modes does Maced AI offer?
Maced supports black‑box testing for an external attacker view and white‑box testing for deep, full‑source analysis.
How often can I run pentests with Maced?
Run tests on your schedule—daily, weekly, on every deploy—and leverage 24/7 continuous monitoring.
What enterprise features does Maced AI provide?
Enterprise features include SOC 2 compliant infrastructure, RBAC, audit logging, SSO, custom deployments (cloud, on‑prem, air‑gapped), and integrations with Jira, Slack, GitHub, and CI/CD tools.
What kind of proof does Maced provide for each finding?
Each finding includes a proof of concept (PoC), evidence payloads, reproduction steps, and attack path graphs from entry to impact.
How does Maced AI prioritize vulnerabilities?
Maced deduplicates related findings and auto‑triages by severity, exploitability, environmental context, and real impact to surface true risk.