ATHelper
AI Agent Testing Platform

Test AI Agents for Reliability, Security & Compliance

ATHelper proves your AI agent is reliable, secure, and audit-ready — before you ship, and on every deploy.

See How It Works

Reliability

Score task success, tool-call accuracy, and recovery — track regressions in CI.

Security

Built-in adversarial probes for prompt injection, jailbreaks, and tool abuse.

Compliance

Every test run becomes EU AI Act / NIST AI RMF audit evidence — exportable in one click.

athelper.cloud / agents / agent-prod-v3.2
LIVE
Trust Score
87
/ 100
PASSING
build #1284 · 2 min ago
Task Success Rate94%
Tool-Call Accuracy91%
Recovery88%
Efficiency76%
Security92%
Compliance100%
Regression detected vs. last deploy
Efficiency dropped 84% → 76% on prod build #1284 · tool_call_loop in 12 / 47 traces

Three Pillars of Agent Testing

One platform. Reliability, security, and compliance — measured continuously, on every deploy.

Reliability

Test Whether Your Agent Actually Works

Define success in YAML. Replay scenarios across model versions. Catch tool-call errors and infinite loops before production.

94% task success across 1,284 scenarios
Security

Test for Attacks Before Attackers Do

Prompt injection, indirect attacks, jailbreaks, tool abuse — adversarial probes ship with every reliability run.

312 probes, continuous cadence
Compliance

Every Test Run Becomes Audit Evidence

Continuous monitoring, risk classification, signed traces. Export EU AI Act Article 85 / NIST AI RMF artifacts in one click.

12-month signed history
Why Agent Testing Matters

Untested Agents Don't Ship. Tested Agents Don't Get Breached.

The numbers behind why reliability and security testing is the new gate for shipping AI agents.

89%
of AI pilots never reach production

Source: Deloitte State of AI 2024. Reliability is the gate.

52%
of shipped agents hit a serious incident

Source: PwC CISO Pulse 2025. Hallucination, data leak, prompt injection — within 12 months.

Aug 2026
EU AI Act conformity goes live

Article 85: high-risk AI systems must produce continuous testing evidence.

Early Access Program

Get a free reliability & security test run for your agent

We're onboarding a limited cohort of design partners ahead of the EU AI Act deadline. Bring your agent endpoint — leave with a Trust Score and an evidence pack.

Frequently Asked Questions

Any agent reachable via HTTP, WebSocket, or a SaaS API: customer-support agents, internal copilots, RAG pipelines, browser-using agents, multi-tool function-calling agents. Connect by endpoint or by SDK adapter — no source-code access required.

LLM eval tools score single prompt-response pairs. ATHelper tests the agent: multi-turn flows, tool selection, recovery from tool failures, and end-to-end task success. We treat the LLM as one component inside the system you actually shipped.

We maintain a continuously updated probe library covering prompt injection, indirect attacks (poisoned docs, malicious tool outputs), jailbreaks, tool abuse, and data exfiltration patterns. Probes run alongside reliability scenarios — same trace, same dashboard, same CI gate.

The pack is designed against Article 85 conformity assessment requirements and NIST AI RMF profiles, with continuous monitoring logs, risk classification, and signed traces retained for 12+ months. We work with Big 4 audit partners; final acceptance always sits with your designated notified body.

GitHub Actions, GitLab CI, and a pytest plugin out of the box. Reliability and security tests run on every PR, fail the build on regressions against your baseline, and post a Trust Score diff back to the pull request.

Ship AI Agents With Confidence

Run a free reliability & security test on your agent and get an EU AI Act evidence pack you can hand to your auditor.