Agent Probe automatically tests LLM-based agents for hallucinations, security vulnerabilities, PII leaks, bias, and toxicity — before they reach production.
Traditional software testing doesn't cover LLM behavior. One hallucination, one jailbreak, one PII leak — and the damage is done.
Models confidently generate false information. Without testing, you won't know until a customer reports it.
Attackers manipulate your agent via crafted inputs. Jailbreaks bypass your safety guardrails completely.
Personal data — national IDs, IBANs, phone numbers — can leak through AI responses unexpectedly.
Your agent may respond differently based on gender, race, or age. 20 bias categories, systematically tested.
LLMs can generate harmful, offensive, or inappropriate content under certain prompts.
Select your AI model, judge model, test layers, evaluators, and how many samples to run. Takes 60 seconds.
Agent Probe sends test cases from curated Golden Datasets, collects responses, and evaluates them in parallel.
Get real-time results with scores, evidence trails, and failure explanations. Compare across models and versions.
Inspired by the software testing pyramid — adapted for AI agents.
Each evaluator uses academic Golden Datasets and LLM-as-judge scoring.
| Feature | Agent Probe | DeepEval | Garak | LangSmith | Lakera |
|---|---|---|---|---|---|
| Turkish Language | ✓ | ✗ | ✗ | ✗ | ✗ |
| 6-Layer Testing | ✓ | ~ | ~ | ~ | ~ |
| Deterministic Eval | ✓ | ~ | ✗ | ✗ | ✗ |
| Real-time Dashboard | ✓ | ✗ | ✗ | ✓ | ✗ |
| CI/CD Quality Gate | ✓ | ✓ | ✗ | ✓ | ~ |
| Cost Guardrail | ✓ | ✗ | ✗ | ✗ | ✗ |
| On-Premise / BYOK | ✓ | ✗ | ✓ | ✗ | ✓ |
| Plugin SDK | ✓ | ✓ | ✗ | ✗ | ✗ |
| 15+ LLM Models | ✓ | ~ | ~ | ~ | ✗ |
| Policy Engine | ✓ | ✗ | ✗ | ✗ | ✗ |
✓ Full support · ~ Partial · ✗ Not available
Detect prompt injection, jailbreaks, and PII leaks before they become incidents. Evidence-based reports for audit trails.
Systematic 6-layer testing catches regression before deployment. Track quality metrics across model versions.
Compare 300+ models side by side. Integrate into CI/CD with a single API call. Real-time feedback during development.
EU AI Act-aligned risk tiering. Sector-specific policy templates for finance, healthcare, and legal industries.
Perfect for individual developers and small projects.
For teams building serious AI products.
For organizations with compliance requirements.
Works with 300+ models via OpenRouter —