Adversarial testing

Break your assistant before an attacker does

Argus AI doesn’t just test the happy path. It simulates frustration, contradiction, prompt-injection and manipulation, plus AZ↔RU code-switching, to find where your assistant fails under pressure.

Overview

Adversarial testing

Real users are messy and some are hostile. Argus AI stress-tests your assistant with adversarial conversations — frustration, contradiction, prompt-injection and manipulation — and with AZ↔RU code-switching, surfacing the failures a happy-path check would never reveal.

What it does

Pressure-test the failure modes

Simulates frustration, contradiction, prompt-injection and manipulation.

Tests AZ↔RU code-switching within conversations.

Surfaces failures a happy-path test would miss.

Runs at scale across thousands of conversations.

Every adversarial conversation is scored by an Azerbaijani-native judge.

How it works

How adversarial testing works

1Synthetic users are given adversarial goals
2They push frustration, contradiction and injection
3They switch between Azerbaijani and Russian
4The judge scores how the assistant held up
FAQ

Common questions

What adversarial behaviours are tested?

Frustration, contradiction, prompt-injection and manipulation, plus AZ↔RU code-switching.

Why test code-switching?

Because real Azerbaijani users switch between Azerbaijani and Russian, and assistants often break when they do.

How are the results judged?

An Azerbaijani-native LLM judge scores each conversation on accuracy, tone, formality, compliance and safety.

Explore more

More of what Argus AI does

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See Argus AI stress-test your assistant

Request a demo to see Argus AI stress-test your assistant with synthetic Azerbaijani users, then score every conversation.