Smart API Response Tester

Smart API Response Tester

“Stress-test your AI before the real world does.”

NovaQ’s Smart API Response Tester is a versatile module that simulates how AI or backend APIs behave under normal, edge-case, and hostile input conditions — just like automated security fuzzing, but for inference and logic endpoints.

Core Functionalities:

• Edge & Adversarial Prompt Libraries: Uses a curated and generative set of prompts that simulate:

  • Overlong queries

  • Ambiguous, contradictory, or recursive input

  • Injection-style attacks (e.g., prompt leakage)

  • Nonsensical, misformatted, or multi-language input

• Latency & Failure Scenario Simulation: The tester measures how fast and reliably your system responds across various scenarios:

  • Cold-start latency

  • Load-induced slowdowns

  • Incomplete data outputs

  • Retry and fallback mechanisms

• WASM-Like Logic Execution: Testing scripts behave like WebAssembly modules — light, secure, modular. These simulate interaction flows and failure branches with minimal overhead, ideal for stateless testing of production or staging environments.

• Quantum-Adversarial Testing Models: Inspired by post-quantum cryptanalysis, this tester applies entropy-based prompt corruption to simulate how AI systems might degrade under unpredictable or high-noise environments.

Integrations:

• Compatible with OpenAI, Anthropic, Hugging Face, and any REST-based inference endpoint.

• Can run mock attacks on decentralized inference APIs to test protocol robustness.

Why It Matters:

• Prevent embarrassing API crashes or hallucinations during production.

• Ensure AI behavior is consistent even when users behave unexpectedly.

• Prove resilience to quantum-era AI adversaries.