How does Perfai Security work?

Perfai Security runs a continuous loop of Map → Attack → Fix → Verify on every commit. It uses three agents: a Vision Agent to map routes/roles/permissions in the live app, a Security Agent to generate and execute tailored exploit tests, and a Fix Agent to package vulnerability context and route patches to your code tools, then re-test to verify remediation.

Does Perfai Security require source code access?

No. Perfai Security can map and test your live application with no code access and no configuration—typically starting from just your app URL.

What types of vulnerabilities does Perfai Security find?

It tests 70+ threat categories including BOLA/IDOR, broken access control, business-logic abuse, SSRF, broken authentication, prompt injection, RAG poisoning, secrets exposure, and other OWASP Top 10-style issues.

How does Perfai Security reduce false positives?

Perfai Security “proves the exploit” by confirming reachability and impact before raising a finding, aiming to reduce noise compared to tools that only flag theoretical issues.

Can Perfai Security auto-fix vulnerabilities?

Yes. Perfai Security can generate patches and open a pull request, or push fixes into AI coding tools such as Cursor, Claude Code, GitHub Copilot, Replit, and Windsurf, then re-run tests to verify the issue is closed.

Which AI app-building/coding tools does Perfai Security support?

Perfai Security is designed for apps shipped from tools including Cursor, Bolt, v0, Replit, Windsurf, Claude Code, GitHub Copilot, Devin, Codeium, Aider, StackBlitz, and Vercel v0.

Does Perfai Security provide compliance or audit reporting?

Yes. It produces audit-ready reports that map findings to frameworks such as ISO, SOC 2, GDPR, and HIPAA, and includes details like severity, OWASP category, CVSS, and CWE references.

What pricing plans are available for Perfai Security?

Perfai Security offers a Free plan (900 credits/month, no credit card required), a Pro plan ($99/month), and a Growth plan ($499/month).

Perfai Security

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Perfai Security is an autonomous, agentic AppSec platform that continuously maps, exploits, verifies, and auto-fixes real vulnerabilities in live AI-built apps—shipping validated patches as pull requests and routing fixes into tools like Cursor, Copilot, Claude Code, Replit, and Windsurf.

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Updated:Jul 10, 2026

What is Perfai Security

Perfai Security is an autonomous security platform purpose-built for modern, fast-changing applications—especially “vibe-coded” and AI-generated apps. Instead of relying on scheduled scans or one-off pentests, it learns your application from the outside (no code access required), tests it continuously, and focuses on high-impact issues like access control and business-logic flaws. It supports 70+ AI-native threat categories (including BOLA/IDOR, broken access control, SSRF, prompt injection, and RAG poisoning) and produces audit-ready reporting mapped to frameworks such as ISO, SOC 2, GDPR, and HIPAA.

Key Features of Perfai Security

Perfai Security is an autonomous, agentic application security platform built for AI-generated and rapidly changing apps. It continuously maps a live application’s routes, roles, and permission combinations (without requiring source-code access), generates and executes thousands of contextual exploit tests across 70+ threat categories (e.g., BOLA/IDOR, broken access control, business-logic abuse, SSRF, prompt injection, RAG poisoning, OWASP Top 10), validates exploitability to reduce noise, and then closes the loop by automatically producing verified fixes as pull requests or routing patches directly into AI coding environments (e.g., Cursor, Claude Code, GitHub Copilot, Replit, Windsurf). It also provides audit-ready reporting mapped to common compliance frameworks and integrates into existing developer workflows, CI/CD, chat, issue trackers, and storage.

Vision Agent app mapping: Autonomously navigates the live app to discover routes, workflows, roles, and permission combinations, building an attack surface map in minutes with no configuration and no code access required.

Security Agent tailored exploit testing: Generates and runs thousands of app-specific attack tests per run, targeting modern authorization and logic flaws (e.g., multi-tenant isolation, privilege abuse, broken UI/API permissions) across 70+ threat categories including OWASP Top 10 and AI-native threats.

Exploit proof & reachability validation: Confirms real exploitability and impact before raising findings, aiming to reduce false positives and “scanner noise” by proving the issue is reachable in the running app.

Fix Agent auto-remediation loop: Packages vulnerability context and fix plans, routes patches into your existing AI coding assistants, opens auto-fix pull requests, and re-tests to verify the vulnerability is actually closed.

Continuous security on every commit: Detects code changes, re-maps the surface, regenerates relevant tests, and re-runs coverage continuously to prevent regressions in fast-moving AI-built apps.

Audit-ready reporting & integrations: Produces clear reports with severity, CVSS/CWE/OWASP mappings and compliance alignment (e.g., ISO, SOC 2, GDPR, HIPAA), and integrates with chat, CI/CD, issue trackers, storage, and webhooks/SIEM.

Use Cases of Perfai Security

Securing multi-tenant SaaS authorization: Continuously detects and validates BOLA/IDOR and cross-tenant data access issues in SaaS apps by mapping role/tenant permutations and testing real privilege boundaries.

Vibe-coded startup app hardening: For teams shipping quickly from tools like Bolt/v0/Replit/Cursor, Perfai can find live vulnerabilities in minutes and auto-ship fixes as PRs without requiring a traditional pentest cycle.

Enterprise legacy app access-control coverage: Uncovers systemic broken function-level authorization and shadow functionality in large, older applications where periodic pentests and legacy DAST often miss deep permission logic.

Healthcare and regulated-data protection: Helps identify cross-user or cross-facility data exposure risks (e.g., invoices, patient records) and produces audit-ready reports mapped to frameworks like HIPAA and ISO/SOC 2.

AI feature and LLM endpoint security: Tests AI-native risks such as prompt injection and RAG poisoning in apps with generation endpoints, validating exploitability and supporting rapid remediation as AI features evolve.

CI/CD and developer workflow automation: Runs continuously alongside engineering workflows—routing findings to Slack/Teams, tickets to trackers, and fixes to PRs—so security keeps pace with frequent merges and releases.

Pros

Autonomous end-to-end loop (map → attack → fix → verify) with auto-fix PRs, not just findings.

Strong focus on access-control and business-logic vulnerabilities (e.g., BOLA/IDOR) that legacy scanners often miss.

Exploit validation helps reduce false positives and prioritizes issues with proven impact.

Fits modern AI-coding workflows via integrations with popular AI code assistants and common DevOps tools.

Cons

Effectiveness depends on the ability to exercise the live app realistically (e.g., test accounts/roles and accessible environments).

Auto-fix PRs may still require human review for correctness, architecture fit, and potential side effects.

Credit-based plans and advanced capabilities (e.g., autonomous fix agent) may be cost-prohibitive for very small teams at scale.

Primarily runtime/black-box oriented; teams may still need complementary code-level analysis for certain classes of issues.

How to Use Perfai Security

1) Create an account (Start Free): Go to https://cloud.perfai.ai/signup (linked from the Perfai Security site) and create your account. No credit card is required for the Free plan.

2) Sign in to the Perfai Security cloud dashboard: Open https://cloud.perfai.ai/ and sign in. You’ll land in the main workspace where you can create and manage apps, view issues, reports, and integrations.

3) Register your application by URL: In the dashboard, create a new app and paste your AI app’s live URL (Perfai’s flow is “Your AI app URL” → “Live vulnerabilities in minutes”). This is the only required input to begin mapping and testing.

4) (Optional/One-time) Create test accounts and roles: If prompted, complete the one-time setup tasks such as creating test accounts and discovering/creating roles. This helps Perfai’s agents enumerate role/permission combinations across your app.

5) Let the Vision Agent map your app continuously: Perfai’s Vision Agent autonomously navigates your live app like a human to discover routes, workflows, roles, and permission combinations. It keeps this map updated continuously as your app changes.

6) Run autonomous security testing (Security Agent): Perfai’s Security Agent uses the Vision Agent’s map to generate and execute thousands of contextual attack tests tailored to your app. Coverage includes access control and business-logic issues (e.g., BOLA/IDOR, broken access control), plus AI-native threats like prompt-injection and RAG poisoning, and OWASP Top 10 categories.

7) Review findings that are proven exploitable: Open the Issues/Results view in the dashboard to see vulnerabilities grouped by severity (Critical/High, Medium/Low). Perfai emphasizes proving exploitability (reachability and impact) before raising a finding, and provides reproducible context (e.g., endpoints, roles, parameters involved).

8) Connect your developer tools (Integrations): Go to Integrations and connect the tools your team already uses (Perfai highlights 2-click OAuth). Supported destinations include AI coding assistants (Cursor, Claude Code, GitHub Copilot, Replit, Windsurf), plus chat (Slack/Teams), CI/CD, issue trackers, storage, and SIEM/webhooks.

9) Enable auto-fix workflow (Fix Agent) for remediation: Use the Fix Agent to package vulnerability context and route a precise fix plan into your connected AI coding assistant. Perfai can open a pull request (or push the fix into supported coding environments) and then re-run tests to confirm the vulnerability is closed.

10) Verify fixes with automatic re-tests: After a patch/PR is produced, Perfai re-executes the relevant test suite to validate the fix and reduce regressions. Confirm the issue status changes to verified/closed based on re-test results.

11) Generate audit-ready reports: Go to Reports to export audit-grade PDFs that classify findings by severity and map them to common frameworks (e.g., ISO, SOC 2, GDPR, HIPAA). Reports include details like OWASP category, CVSS, and CWE references.

12) Turn on continuous coverage for every commit: Keep continuous security enabled so Perfai detects code changes, re-maps the attack surface, regenerates tests for changed scope, and re-runs tests on new commits/PRs to prevent regressions—matching the “Map → Attack → Fix → Verify” loop.

13) Monitor ongoing posture and coverage: Use the dashboard to track attack surface metrics (workflows, endpoints, roles), test volume, severity breakdown, and ongoing runs. This helps you see what’s monitored and what’s changing as your AI-built app evolves.

Perfai Security FAQs

Perfai Security is an autonomous, agentic application security platform built for AI-built ("vibe-coded") apps. It continuously maps your live app, runs contextual attack tests, and helps remediate issues by routing fixes into your development workflow.

Perfai Security