v4.9.3 — Production Ready

Stop bad
AI code
before production.

HefestoAI is the architectural guardian your CI/CD is missing. It catches semantic drift, security vulnerabilities, and structural decay in AI-generated code — before any of it reaches your repositories.

Install Now View Pricing
$ pip install hefesto-ai Copy
17
Languages Supported
<5s
Validation Speed
0
False Positives
100%
Pre-Commit Compatible

The Problem

Your CI/CD approves code it doesn't understand.

Linters validate syntax. Test suites validate implementations. Neither validates intent.

AI-generated code looks clean. It compiles. It passes tests. But it quietly breaks business logic — charging users daily instead of monthly, inverting permission checks, corrupting data at scale.

That's semantic drift. And traditional tools can't catch it.

# What you committed: def charge_user(user, plan): amount = plan.monthly_rate return stripe.charge(user, amount) # What AI silently wrote: def charge_user(user, plan): # "optimized" billing cycle amount = plan.monthly_rate / 30 return stripe.charge(user, amount) # Your tests: PASS # Your linter: CLEAN # Your users: CHARGED DAILY # HefestoAI: BLOCKED

How It Works

Three-layer validation. Under 5 seconds.

01
Syntax Analysis
Full static analysis across 17 languages. Complexity scoring, code smell detection, and dependency checks.
Layer 1
02
Semantic Drift Detection
ML-powered behavioral contracts verify that function intent matches implementation. Catches regressions your tests don't see.
Layer 2
03
Security Scanning
Hardened vulnerability detection tuned for AI-generated patterns. No false positives — only real threats.
Layer 3

Pricing

Start free. Scale when ready.

Free
$0
forever
  • Up to 3 repos
  • Syntax analysis
  • Pre-commit hooks
  • Community support
pip install hefesto-ai
Most Popular
PRO
$8
/month
$14
Founding Member — 40% OFF
  • Unlimited repos
  • Semantic drift detection
  • Security scanning
  • Priority support
  • 17 languages
Founding price locks forever
OMEGA
$19
/month
$32
Founding Member — 40% OFF
  • Everything in PRO
  • Multi-agent pipeline
  • Team analytics
  • Custom rules
  • API access
  • SLA support
Founding price locks forever

Free Resource

AI Code Quality Checklist

10 things to verify before merging AI-generated code. Used by engineering teams shipping with confidence.

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The Team

Built by engineers who ship.

AV
Arturo Velasquez
Co-Founder & CTO
Builder of multi-agent AI systems. Architect of the OMEGA ecosystem. Former Miami-based engineer who believes developer tools should be ruthlessly practical.
RV
Rina Natalia Vinelli
Co-Founder & Operations
AI DevOps strategist. Built the HefestoAI go-to-market from zero. Author of the Three-Layer Validation framework for AI-generated code quality.
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