VibeGuard Presentation

VibeGuard

Security guardrails for AI-generated code

Ship AI-generated code with confidence, not blind trust.

AI is already writing your code

  • AI coding tools (Copilot, Cursor, agents) are generating a large and growing share of production code
  • Teams move faster than ever—but most security practices are still built for human-only development
  • Security and compliance leaders struggle to see what AI is pushing into production
  • The result: a growing pool of silent security risk hidden inside AI-generated code

Speed has upgraded to AI. Security hasn't.

Problem: AI-generated code is a blind spot in AppSec

  • AI can confidently suggest insecure patterns (weak auth, unsafe APIs, hard-coded secrets)
  • Traditional scanners (SAST/DAST) are slow, noisy, and not designed for AI workflows
  • Reviews often happen after merge, when fixing issues is slower and more expensive
  • Engineering leaders face a constant trade-off: slow down for security reviews, or ship quickly and accept unknown debt

Modern teams ship AI-generated code at AI speed—but secure it at waterfall speed.

Real vulnerabilities we're detecting right now

From 50,000+ repositories scanned in the last 30 days

CRITICAL ↗ +23%
🔑 Hardcoded Secrets Epidemic
9.8

AI-generated code commits containing live API keys, database passwords, and private keys.

847
Found Today
$4.4M
Avg Breach Cost
2.3x
AI Code Risk
HIGH ↗ +15%
🎯 AI-Generated SQL Injection
8.4

Template literals and string concatenation in database queries.

423
Found Today
67%
AI Code Rate
252
Avg Fix Days
EMERGING 🔥 NEW
🤖 LLM Prompt Injection
9.1

Unguarded LLM integrations allowing prompt injection and unrestricted tool access.

156
Found Today
89%
Apps at Risk
NEW
Attack Vector

VibeGuard: Real-time security guardrails for AI code

  • Monitors AI-generated and human-written code as it flows through Git and CI/CD
  • Flags vulnerabilities and insecure patterns before code is merged
  • Provides clear, developer-friendly explanations of each risk
  • Suggests safer code alternatives aligned with security and compliance policies

If AI is writing the code, VibeGuard makes sure it's safe to ship.

Product capabilities

AutoPatch Engine
Turns findings into minimal PRs with tests, cutting review toil and improving MTTR.
Secret Rotation
Detect, verify if live, rotate with provider runbooks, and validate completion.
LLM Guardrails
Controls mapped to OWASP LLM Top 10 (2025): prompt isolation, output validation, tool-call limits.
SBOM Generation
CycloneDX/SPDX exports for procurement and audits; supports NIS2-driven supply-chain visibility.
Light DAST
Headers, endpoint enumeration, config checks to surface misconfigurations quickly.
Compliance Reports
Evidence packs for SOC 2/ISO/NIS2/GDPR reviews—without spreadsheet drudgery.

How it fits into your development workflow

1

Connect

Install the GitHub App (read-only) or connect your CI token

2

Scan

SAST, secrets, dependencies, and LLM checks tuned for signal

3

AutoPatch

Draft PRs ship with unit tests and explanations; you review & merge

4

Harden

Policy gates, continuous monitoring, and audit-ready reports

Developers keep moving fast. Security teams get visibility and control. Leaders reduce the risk of AI-driven breaches.

A new category at the intersection of AI and security

$4.4M
Avg cost of a data breach
IBM, 2025
23.8M
Secrets leaked on GitHub in 2024
GitGuardian, 2025
252 days
To resolve half of flaws
Veracode SoSS, 2025
NIS2
EU directive in force Oct 2024
European Commission

Software security and DevSecOps are already large, fast-growing markets. Adoption of AI coding tools is turning every dev team into an AI-augmented team. This shift creates a new, urgent need: security guardrails specifically for AI-generated code.

Boards, customers, and regulators are starting to ask: "How are you securing AI-generated code?"

Transparent pricing that scales

🚀 Maker
Free
$0
Forever
  • 1 private repository
  • Monthly security scans
  • Basic vulnerability detection
  • Community support
⚡ Indie
Indie
$59
per month
  • Up to 5 repositories
  • Weekly automated scans
  • 50 AutoPatch credits/month
  • SBOM generation
  • Email & chat support
⭐ Most Popular
Team
$299
per month
  • Up to 25 repositories
  • Daily automated scans
  • Unlimited AutoPatch fixes
  • CI/CD integration
  • Policy gates & compliance
  • Priority support
  • Secret rotation workflows
🏢 Enterprise
Custom
Let's talk
Contact for pricing
  • Unlimited repositories
  • On-premise & air-gapped
  • SSO/SAML/SCIM
  • Custom security rules
  • SLA guarantees
  • Dedicated engineer

Who we are built for

Primary target customers:

  • AI-first startups and SaaS companies using coding copilots and agents
  • Product teams under pressure to move fast and stay compliant (SOC2, ISO, NIS2)
  • Organizations in regulated industries (FinTech, Healthcare, E-commerce)

Key use cases:

  • Guardrails for code written with AI assistants and agents
  • Reducing manual security review workload on senior engineers
  • Demonstrating stronger software security posture to customers and auditors

Wherever AI is writing real production code, VibeGuard sits in the loop.

Team

Faheem ud Din
Founder
  • Founder of VibeGuard, focused on practical AI solutions for real business problems
  • Hands-on experience working with AI-driven products and digital projects at Barium Digital
  • Co-founder of Spark Leads AI, building AI-powered tools for growth and lead generation
  • Strong blend of product thinking, growth mindset, and real-world exposure to how teams adopt AI
Burhan ud Din
Co-Founder
  • Co-founder of VibeGuard, bringing strategic vision and operational expertise
  • Deep understanding of security challenges in modern software development
  • Committed to building tools that developers actually want to use

Drawing on experience from engineers, security-minded practitioners, and AI builders in the ecosystem. Intention to grow a focused core team across engineering, security, and go-to-market.

Where we're going next

Vision:

  • Make AI-generated code as safe and trusted as any well-reviewed human-written code
  • Become the default security layer wherever AI is part of the software development lifecycle

Near-term priorities:

  • Deepen analysis capabilities tailored to AI-generated code patterns
  • Expand integrations with developer tools and AI coding platforms
  • Collaborate with AI-first teams as design partners to refine the product

Let's make AI-powered development fast and safe

✉️ [email protected]
https://vibeguard.co
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