Agent Mode · AI chatbots & agents
Find the prompt injections before your users do.
Synthetic users converse with your AI agent across the full intent spectrum — friendly, hostile, confused, malicious. Oracle Bot surfaces what your agent says when nobody's looking.
Air-gapped sandboxAuthorized targets onlyAudit trail per run
Agent Mode · commit a3f92c1
5,000 personas
Safety score
78/100
Injection rate
4.2%
Hallucinations
1.2%
→ agent leaks system prompt to bot_437
→ refund granted after 'pretty please' x3
→ agent hallucinated product SKU not in catalog
✓ no public requests · sandbox destroyed
What Agent Mode finds
The bugs your existing tests can't see.
Unit and integration tests prove a single flow works. Oracle Bot proves a population of users doesn't break it.
- Prompt injections that bypass your system prompt
- Hallucinations that invent products, prices, or policies
- Jailbreak patterns that break safety guardrails
- System-prompt leaks to unprivileged users
- Off-topic drift and conversation hijacks
Scenario library
Pre-built scenarios. Or roll your own.
Pick from agent mode scenarios tuned to your workload, or compose a custom mix of personas, intents, and intensities.
Adversarial mix
5k personas attempt jailbreaks + injections
Confused user
2k personas ask malformed or off-topic questions
Persistent attacker
500 personas run multi-turn social engineering
Real-user simulation
10k personas with realistic intent distribution
Who it's for
Agent Mode is built for the people shipping right now.
- → Anyone shipping a chatbot, support agent, or sales agent
- → Teams building with the Claude / OpenAI Agent SDKs
- → Regulated industries deploying customer-facing AI
The full platform