INVISIBLE
Security arrives before the prompt does.
VibeReview's MCP server feeds your coding agent the rules for the file you're touching. You write what you want the feature to do. The agent ships the secure version.
FOR NON-TECHNICAL TEAMS VIBE-CODING
Ship safe code without learning AppSec.
PMs, designers, founders, and ops folks ship features through Cursor, Lovable, Bolt, and Claude every week. Most have never written a parameterized query in their lives. VibeReview makes security invisible. The agent gets the right rules before it writes the line. Your feature ships shippable.
14-day free trial · No card required
63% of r/vibecoding's 153k members are non-developers. Non-engineers now ship more production code than at any point in the last decade. Most without an AppSec safety net.
You prompting Cursor · app/api/orders.py
"Add an endpoint to fetch user orders by ID."
VibeReview matched 3 guardrails · invisibly - ✓ Parameterize SQL queries
- ✓ Require an authenticated user
- ✓ Filter rows by tenant
@app.get("/orders/{order_id}")
def get_order(
order_id: int,
user = Depends(auth),
):
return db.execute(
"SELECT * FROM orders "
"WHERE id = ? AND user_id = ?",
(order_id, user.id),
)✓ Built secure on the first prompt — no review needed.
NO CHEAT SHEET
No OWASP, no CWE, no scary acronyms.
You don't need to know what SQL injection is. You don't need to memorize what a CSRF token does. VibeReview reads your repo's threat model and turns it into rules the agent already follows.
REAL CODE
Production-grade output. Engineering trusts the diff.
Engineering stops blocking your PRs over OWASP findings. The code ships clean the first time. Reviewers focus on product behavior instead of security debt.
1
Sign up. Connect a repo.
Five minutes. The GitHub App handles auth. VibeReview reads the code, builds the threat model, and generates the starter rules.
2
Open Cursor or Lovable. Type what you want.
Same workflow you already use. The MCP server loads in the background. You don't change tools and you don't open a security tab.
3
Look at the diff. It already passes security.
Parameterized queries. Scoped tokens. Auth checks. The agent picked them up from the rules without asking you.
4
Open the PR. No security surprises.
Engineering reviews the logic. Security review is already done. The feature ships the same week.
NON-TECHNICAL QUESTIONS
What PMs and designers ask before they wire it up.
Do you store my source code?
No. We read it to build a profile, then we keep only the profile metadata (languages, frameworks, etc.) — not your source.
Can I write my own guardrails?
Yes, on Team and above. Add them in the dashboard or via the vibereview-kit CLI; they'll show up in your IDE on the next sync.
What if I cancel?
Cancel any time. Your tenant stops at the end of the billing period — your guardrails and projects stay safe-archived for 90 days, so you can restart later without losing your setup.
Are non-developers really shipping production code with AI now? Should I care?
Yes — and that's the point. A February 2026 analysis of the r/vibecoding community (153K members) found 63% of active vibe coders aren't developers: PMs, designers, founders, marketers, ops. Brian Armstrong said about 40% of Coinbase's daily code is AI-generated and that non-technical teams are shipping production code. The threat surface used to be "your engineers' commits." Now it's "anyone with a Cursor seat." Reactive tools (SAST queues, PR scanners) react after the fact — by then the AI-generated insecure code is already merged. VibeReview makes every prompt threat-informed before the code is even written, regardless of who's prompting.
How is VibeReview different from SAST tools like Snyk Code, Semgrep, or SonarQube?
SAST is reactive: scan after the fact, return a triage queue of findings. VibeReview is proactive: we threat-model the repo first, generate guardrails for those specific threats, then feed the rules to the IDE while the code is being written. The threats often never make it into the PR. When a PR does land, we comment only on the diff lines that crossed a rule — not the whole file. Run SAST for periodic audits; run VibeReview for the prompt-to-PR loop.
Free for solo builders. Five minutes to your first secure PR.
Connect a repo. Install the MCP server in one command. Your next prompt already has the right rules.