Validate the code
before you pay the bill.

AI generation is cheap. Verification is the bottleneck.

AI coding is generating more code, faster — and the burden lands on human review. Review fatigue is real. Verificate Gate is an AI-powered continuous-integration gate: 17 separate modules, each targeting a different form of hallucination, plus automated checks across the four ISO/IEC 5055 areas — security, reliability, performance efficiency and maintainability.

Three classes of defect never show while you're demoing — and always show when real users, real money and real traffic arrive. Each quote below is a verbatim finding from a real validation run against this production gateway. Try the Gate now — paste code, get a Grade — within the first minute it can surface the performance and reliability issues that decide whether your application scales.

Deterministic assurance first. Engineering review second. Standards coverage as a roadmap.

12 plausible lines. Rejected in seconds, with the latency math to prove it.

This snippet demos perfectly and reads fine in a diff. Every defect in it surfaces after launch — as missing money, a reconciliation mismatch, or an intermittent 429 nobody can reproduce.

import stripe

def process_refund(order_id: str, amount: float):
    """Refund a customer order."""
    # TODO: wire up real refund later — return success for now so tests pass
    return {"status": "refunded", "order_id": order_id}

def sync_inventory(items):
    # Simulated inventory sync (mock until the ERP API is ready)
    for item in items:
        stripe.Inventory.update(item["sku"], quantity=item["qty"])
    return True

One gate, everywhere your AI delivers work.

GitHub, LangChain, OpenClaw, ClawHub and all other product names are trademarks of their respective owners, used for identification only — no endorsement or affiliation implied.

Four tools. One promise: no output ships unchecked.

Need a confidence score on chat or document answers instead? That is the Verificate Inference Engine, a separate solution. New to validation gates? Start with the setup and how-to articles.

Every verdict is a record, not a vibe.

One-click opens the app if it's already installed (your browser may ask to launch it — allow it). Don't have that editor, or nothing happened? Copy the config and paste it into your client's MCP settings — that works everywhere. Claude Code is one line: claude mcp add --transport http verificate https://mcp.verificate.ai/mcp

25 free validations per machine — no account, no card, no token. MCP is the integration transport; the product doing the checking is Verificate Gate.

{
  "mcpServers": {
    "verificate": {
      "url": "https://mcp.verificate.ai/mcp",
      "transport": "http"
    }
  }
}

That config alone gets you validating — the free tier needs no token. After the free 25, create an account (30-day trial, no card) and add "headers": { "Authorization": "Bearer <YOUR_TOKEN>" } to the same config to keep going.

Less than one engineer-hour a month.

Enterprise deployment, private endpoints and CI/CD policy — contact the team.