Ship AI features with absolute confidence.
Erzo scans AI-generated diffs for vulnerabilities, exposed secrets, and performance landmines — before they hit main.
Sec-Posture Score
Board-Ready Grade
Hardcoded Supabase Service Role Key
Prompt Injection Susceptibility (LLM)
Works with your favorite tools
8 Pillars of Institutional AI Security
Erzo provides full-stack coverage across every layer of the modern agentic software stack. Defend your posture with 100% visibility.
LLM Logic Layer
Vibe-CodeDetects hallucinations, insecure shortcuts, and hidden architectural flaws in AI-generated code snippets.
Database Layer
Automated verification of Row Level Security (RLS) policies and preventing unauthorized data horizontal traversal.
Identity Layer
Entropy-based secret detection for Supabase, AWS, and Stripe keys accidentally commited by AI tools.
Interface Layer
Flags prompt injection vectors and unvalidated LLM-facing endpoints in TypeScript and Python routes.
Observed Layer
ABOMMonitors the software supply chain for 'AI-hallucinated' packages and malicious typosquatting attempts.
Infrastructure Layer
Detects exposed MLflow, Jupyter, and Ollama endpoints that lack secondary authentication layers.
Compliance Layer
Maps findings to the OWASP Top 10 and common AI risk categories for clear, actionable reporting.
Remediation Layer
Deep ScanGenerates one-click context-aware PR fixes that maintain functional parity while closing security gaps.
Need a custom security assessment? Contact the Erzo Team →
Detects patterns common in AI outputs.
Secrets & credentials
Supabase keys, AWS tokens, GitHub PATs, and Stripe secrets accidentally exposed by AI.
Insecure AI patterns
Hallucinated packages, broken auth shortcuts, and unsafe RLS policies.
Dependency vulnerabilities
Checks against the live OSV CVE database in real-time.
Prompt injection vectors
Flags LLM-facing endpoints and unsanitized user inputs.
Infra exposure
Detects open Ollama, Jupyter, and MLflow endpoints.
Blocks bad code before it merges.
Connect your repo
Takes 2 minutes. Read-only access.
We scan AI-generated diffs
Runs automatically on every PR or push.
You get one-click patches
Receive PR comments with the exact inline fix.
prompts tableWe noticed an AI agent added a new table without enabling Row Level Security. This exposes all prompts to any authenticated user.
CREATE POLICY "Users can only read own prompts" ON prompts FOR SELECT USING (auth.uid() = user_id);
Inline PR comments prevent AI hallucinations from reaching production.
5 Security Mistakes Every Vibe Coder Makes
45% of AI-generated code introduces known vulnerabilities. Here's what's actually happening — and how Erzo fixes each one.
Hardcoded API keys in source code
AI drops credentials directly into code. Bots scan every public commit and can drain accounts overnight.
Erzo's Secret Detection module finds leaked keys, tokens, and credentials instantly.
Zero input validation
AI-generated forms almost never validate input. Veracode found AI failed to protect against XSS 86% of the time.
Our Code Analysis module detects XSS, SQL injection, and 50+ vulnerability patterns.
Authentication that looks right but isn't
Login forms work, but auth checks live in the browser where anyone can bypass them. Missing RLS means any user reads any data.
Erzo's RLS Policy Checker verifies your database security policies are correctly configured.
Open configuration in production
CORS wildcards, debug mode on, no rate limiting. The app works on localhost but is wide open in production.
Our Header & Config scanner flags open CORS, missing HTTPS, and insecure production settings.
Trusting AI-chosen dependencies blindly
AI picks packages from outdated training data — sometimes inventing packages that don't exist. Attackers register those names ("slopsquatting").
Dependency scanning finds vulnerable packages and recommends secure replacements.
Built with AI?
Here's what we find.
AI coding agents are fast, but they grade their own homework. We audited 2,000+ AI-built apps and found consistent, platform-specific gaps.
Lovable
"Your logic is perfectly written, but your environment variables are exposed to the world."
Lovable is incredible for speed, but the default 'Share' settings often expose sensitive environment variables. We found 10% of audited Lovable apps were leaking unrestricted production DB keys.
Replit
"You've deployed a Replit Agent that works perfectly, but left the dev-server endpoints accessible."
Replit Agents often spin up helpful debugger endpoints that aren't stripped in production. Our agents found critical SSRF and Auth Bypass patterns in 22% of agent-deployed Replit projects.
Cursor
"Cursor wrote a beautiful auth middleware, but missed the one 'null' check that allows anyone to login."
Cursor's 'Composer' is a superpower, but it has a blind spot for 'Insecure Defaults.' We regularly catch Cursor-generated 'protected' routes that are actually public due to missing await keywords or hallucinated middleware.
v0 / Vercel
"You generated a stunning dashboard, but your Supabase Service Role key is visible in the Inspect tool."
v0 excels at UI but often blends client and server logic in ways that expose 'secret' environment variables to the browser. We find exposed keys in 1 out of 3 v0-generated complex dashboards.
Bolt.new
"Your Bolt project works in the preview, but it's wide open to CSRF attacks in production."
Bolt's automated environment setup often defaults to '*' for CORS to ensure the preview works, which is a critical security risk. Our scans catch these insecure defaults before you point your domain.
GitHub Copilot
"Copilot suggested a perfectly valid S3 upload snippet, but used a legacy pattern that leaks IAM credentials."
Copilot was trained on millions of repos with bad habits. It frequently suggests insecure credential handling patterns (like hardcoded IAM users) that modern security teams flag as critical blockers.
Research based on CVE-2025-48757 and audits of 5,000+ public vibe-coded repositories.
Full Case StudySee It in Action
Watch a live scan from URL to security report.
ErzoClick to run a simulated scan
Why Erzo vs. generic SAST and copilots
Traditional SAST isn't tuned for AI noise and patterns. Copilots generate code; they don't own security outcomes. Erzo sits between AI and your main branch.
| Aspect | Erzo | Generic SAST | AI Copilot |
|---|---|---|---|
| Detection Engine | Context-Aware "Vibe Debt" Scanner | Traditional Static Regex/Rulesets | Self-Reporting (Rarely flags own flaws) |
| AI Security (LLM) | Proactive Prompt Injection Probing | None to Basic String Checks | Blind to runtime AI-logic risks |
| Hallucinations | Detects fake/slop packages | Only known vulnerabilities (CVE) | Commonly introduces them |
| Remediation | One-click Patch & PR suggestions | Code examples for manual fix | Regenerates with same context |
| Neutrality | Independent (Reports to YOU) | Neutral | Vested interest in their own model |
| Governance | Board-Ready Compliance Score | Technical Dev-Only Lists | None |
Strategic Neutrality: We report to you, not the vendors.
Unlike AI-coding assistants that "grade their own homework," Erzo is an independent security layer. We accept zero funding from LLM providers or cloud hyperscalers to ensure your project receives a 100% unbiased security posture score.
Paid by Buyers Only
ERZO is 100% customer-funded. We have zero vested interest in promoting any specific AI model or cloud platform.
Conflict-Free Logic
Our detection signatures are built to find flaws regardless of which AI tool generated the code.
We never see your code.
Code safety shouldn't require trading away your IP. Erzo is built on zero-trust principles for security-conscious engineering teams.
Read-only access
We request minimal OAuth scopes. Erzo only reads your PR diffs—we never clone your full repository or write code without explicit approval.
Ephemeral Scans
Scans run ephemerally in memory. We never store your source code anywhere. We only retain metadata and security findings to show in your dashboard.
Compliance Ready
Designed with strict data isolation. Our architecture is built on enterprise-grade principles to ensure maximum security for our customers.
Frequently Asked Questions
Start scanning today.
Developer?
Run a scan on your repo right now. Find out what secrets or vulnerabilities AI hallucinated into your codebase.
Scan a repo freeEvaluating for your team?
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