VibeGuard: selling tools

Evidence for VibeGuard: 1. Evidence pack · 2. Answers to buyer questions · 3. Figures & benchmarks · 4. Selling tools · IHVRK kit · Learn it

The evidence is your best sales tool: a buyer can check it without trusting you. Press Copy on any box, fill in the [brackets] and send it, one person at a time.

What to send, and when

When	Send this
First message	A short personal note with the kit page
They reply, "show me"	The live demo on a call, using the script below
"Send it to our engineer"	The kit and the evidence pack
Security review or questionnaire	The answers page. Never upgrade a NO to a YES.
Finance or procurement wants records	The figures page and figures.tsv
Ready to go ahead	The hand-off below. The founder does the contract, price and setup.

Who to approach

Founder of an AI-built product: Shipping safely without a security team.
Agency owner: Client deliverables.

Questions to ask them

What did you build with AI?
Who reviewed it?
When do you launch?

30-second pitch

VibeGuard reviews Python that an AI assistant just wrote, catches invented packages, swallowed errors and fake scores, and only signs an AI repair that is clean and changed nothing else.

We recorded 6 live checks, including 4 attack cases it had to refuse or flag, and every one matched. You can re-run them yourself without an account.

Don't trust us. Check it: https://cainstudio.online/ihvrk-vibeguard.html

First email

Subject: checking the code your AI wrote

Hi [first name],

AI-written Python has typical mistakes: invented packages, swallowed errors, fake scores.
We catch them with rules and only sign a repair that adds nothing new.

https://cainstudio.online/top25-vibeguard-lab.html

The evidence: We recorded 6 live checks, including 4 attack cases it had to refuse or flag, and every one matched. You can re-run them yourself without an account.
Check it yourself: https://cainstudio.online/ihvrk-vibeguard.html

[your name], working with FIRME AI CORPORATION
[your postal address]
If you'd rather not hear from me again, just say so and I won't write again.

LinkedIn connection note (under 300 characters)

Hi [name], we check AI-written Python for the typical mistakes (invented packages, swallowed errors) before launch. Happy to show you.

One follow-up, three days later (then stop)

Hi [first name], before launch is the cheapest time to catch these. Want a fixed-price check?

Live demo call script

1. Show the normal case
   Do: Open https://cainstudio.online/top25-vibeguard-lab.html and run: Sample: Clean Standard-Library HMAC Token Verifier
   Say: AI-written Python checked by syntax tree and the supply-chain guard.

2. Now the attack
   Do: Run: Sample: Slingshot Hallucinated Package (Cursor / Windsurf AI diff)
   Say: AI-written Python checked by syntax tree and the supply-chain guard.

3. Now the attack
   Do: Run: Sample: Fabricated Confidence Metric (Mock-dressed-as-computation)
   Say: AI-written Python checked by syntax tree and the supply-chain guard.

4. Let them check you
   Do: Send the kit link and ask them to run python3 verify.py --live on their own computer.
   Say: They don't have to take your word for any of this. That's the point.

5. Say the limit yourself
   Do: Tell them what the kit does not show.
   Say: Say it before they ask. It costs nothing and it earns trust.

When they push back

AI fixing AI?

The AI proposes; rules decide whether the repair is signed.

Is it live?

Check the product page for the current deploy status before promising.

Why should I believe your numbers?

You shouldn't have to. Run the kit on your own computer: https://cainstudio.online/ihvrk-vibeguard.html. It re-sends every request and compares the answers, using no code of ours.

What doesn't it do?

Written down here: https://cainstudio.online/top25-vibeguard-limits.html

Are you SOC 2 or ISO certified?

No, we hold no certification. What we offer instead is evidence you can check yourself.

Has anyone independent tested it?

No third-party audit has been completed. The attack cases in the kit are our own. I'd rather tell you that now.

Who else uses it?

We are an early company. I can show you the product working and the evidence, not a customer list.

It found nothing. So we're safe?

No. It means none of its checks fired. It doesn't prove something is safe.

How much is it?

Sell VibeGuard inside the Fabrication Audit for AI-written codebases, plus Fix + Prove for findings.

One-page summary (paste into a document or email)

VibeGuard
by FIRME AI CORPORATION, a California corporation

What it does
VibeGuard reviews Python that an AI assistant just wrote, catches invented packages, swallowed errors and fake scores, and only signs an AI repair that is clean and changed nothing else.

The evidence
We recorded 6 live checks, including 4 attack cases it had to refuse or flag, and every one matched. You can re-run them yourself without an account.
Recorded 2026-11-03. 6 live checks. Median round trip 42 ms including network; this is not a load test or an SLA.

Check it yourself
https://cainstudio.online/ihvrk-vibeguard.html
Zip SHA-256: b3330c2fbce4f8e1a3eee4492291486a8c22f181236c098454238fa1a0d7db71
Signing key fingerprint: 1cacdfc1fc2024b6bb4f8fb02c7c80f4a57f44c5adb11c507190781b5d613de3
Run: python3 verify.py --live  (Python 3, no account, no code of ours)

What it does not do
Written down here: https://cainstudio.online/top25-vibeguard-limits.html

What this is not
Not a third-party audit, a certification or a guarantee. No SOC 2 or ISO certification is held.

Contact
[your name], working with FIRME AI CORPORATION, [your email]

After the call: the proposal email

Hi [first name],

Thanks for your time. As discussed, here is what I suggest for VibeGuard.

What you told me: [their problem, in their words]

What we'd do: Sell VibeGuard inside the Fabrication Audit for AI-written codebases, plus Fix + Prove for findings.

Evidence you can check before deciding: https://cainstudio.online/ihvrk-vibeguard.html
Answers for your security review: https://cainstudio.online/evidence-vibeguard-answers.html
Figures for your files: https://cainstudio.online/evidence-vibeguard-figures.html
Limits: Written down here: https://cainstudio.online/top25-vibeguard-limits.html

Next step: [date], [who]. The founder, Vincent Noriega, handles contract and setup.

[your name], working with FIRME AI CORPORATION
[your postal address]
If you'd rather not hear from me again, just say so and I won't write again.

Hand-off to the founder

To: vincent@firmeai.com
Subject: Lead: VibeGuard - [company]

Company: [company]
Person: [name], [job title], [email]
What they said: [paste their reply]
Evidence already sent: https://cainstudio.online/ihvrk-vibeguard.html
Price mentioned: [what you quoted, or none]
Next date: [date]

The rules

Send each message yourself, one person at a time. No bulk lists and no automated sending.
Commercial email needs your real name, a real postal address and a way to opt out, and you stop when someone asks (US CAN-SPAM; many countries are stricter, so check yours).
Never change a number, invent a customer, or say certified, audited or guaranteed.
Only test a system the client owns or operates, after they confirm it in writing.
Your share is agreed in writing with FIRME AI CORPORATION before your first message (email vincent@firmeai.com). Nothing here promises income. Most messages get no reply; that is normal.