Probubo V1 — Set-and-Go AI Safety

Probubo V1 is the simplest way to protect your AI workflows from hidden risks.

It adds a safety foundation around how you use AI — without changing how you work.

No setup. No configuration. No security knowledge required.

If you use AI tools, Probubo helps keep them safe, stable, and under your control.

Get Probubo V1 →

Who Probubo Is For

Probubo V1 is built for anyone using AI in real work, including:

• Beginners using ChatGPT or other AI tools for the first time

• Creators and writers copy-pasting content into AI

• GPT makers and workflow builders

• Vibe coders and no-code builders

• Small teams and solo founders

• Anyone who wants safer AI without learning security

You don’t need to understand AI risks to benefit — Probubo handles that part for you.

The Problem Most AI Users Don’t See

AI tools feel simple — but the risks are hidden.

Copy-paste, prompts, automations, and workflows quietly create security gaps.

Most problems don’t look like “hacks.” They look like normal usage.

Common hidden risks include:

• Prompt injection

• Instruction override

• Workflow drift

• Unsafe automations

• Accidental data exposure

• Compromised GPT behaviour

These issues affect beginners and professionals alike — often without warning.

What Probubo V1 Does

Probubo V1 adds a safety layer around how your AI is used.

It helps reduce risk before problems occur, rather than reacting after damage is done.

Probubo focuses on stability, consistency, and safe behaviour — not complexity.

Once applied, it works quietly in the background.

Probubo V1 helps:

• Reduce prompt injection risks

• Prevent unsafe instruction overrides

• Stabilise AI behaviour over time

• Protect workflows from accidental misuse

• Reduce common AI security mistakes

• Create safer defaults for everyday AI use

Set-and-Go by Design

Probubo V1 is intentionally simple.

There are no dashboards to manage and no rules to write.

You don’t need to know how AI security works.

You don’t need to monitor anything.

Probubo is designed to be applied once and relied on quietly.

What Probubo Is Not

Probubo is not a monitoring tool.

Probubo is not a firewall.

Probubo does not slow you down.

Probubo does not require technical skill.

It doesn’t replace good judgement — it supports it.

For Experienced Users & Builders

If you already understand AI risks, Probubo V1 gives you a strong baseline.

It helps reduce breakage, drift, and unintended behaviour in real-world usage.

Probubo V1 works well alongside custom prompts, agents, and workflows.

It does not interfere — it stabilises.

Advanced users may also wish to explore Bubotus for safety checks and audits.

Why Probubo Exists

AI security today is fragmented, technical, and inaccessible.

Most people using AI don’t realise they’re exposed until something goes wrong.

Probubo exists to make safe AI use normal — not specialised.

Safety should not require expertise.

What You Get

• Probubo V1 safety foundation

• Clear guidance for safer AI usage

• A stable base for future AI work

• Peace of mind without complexity

Start Safer AI Today

If you use AI, you already have risk.

Probubo V1 helps reduce that risk quietly and reliably.

It’s the easiest way to start using AI more safely — today.

Buy Probubo V1 →

Semantic Layer. AI safety foundation, set and forget AI security, prompt injection protection, safe GPT usage, AI workflow protection, beginner AI safety, GPT builder security, AI risk reduction, defence in depth AI, safe AI defaults, AI misuse prevention, AI workflow stability, protect AI prompts, protect AI workflows, Probubo V1.