Powered by Vertex AI · Gemini 2.5 Flash

Harden your AI agents
before attackers do.

AgentFix analyzes your prompt pack for vulnerabilities, launches real adversarial attacks, and autonomously rewrites it until it's secure — then proves it with a before / after report.

600+
Attack payloads
20
Attack categories
13
Reliability dimensions

The self-improve loop

Four steps. Zero human intervention.

01

Analyze

Scan the prompt pack for weak guardrails, injection risk, and unclear boundaries.

02

Attack

Fire 600+ adversarial payloads across 20 categories to find what breaks.

03

Improve

Gemini rewrites the failing sections into a hardened prompt pack.

04

Re-test

Re-run the same attacks and loop until everything passes, or stop early when secure.

What's inside

Everything you need to ship safer agents.

🔬

Deep Prompt Analysis

Detect 50+ issue types across security, reliability, and AI-specific risk — each scored and mapped to the exact prompt section.

🛡

Adversarial Red-Teaming

Run 600+ curated injection and jailbreak payloads across 20 attack categories, with optional live-probe against a real agent.

Autonomous Self-Improve

Gemini 2.5 Flash rewrites your prompt pack from observed failures, then re-tests until secure — no human in the loop.

📊

13-Dimension Scoring

A single reliability score backed by role clarity, tool safety, injection resistance, escalation behavior, and more.

💬

Research & Ask AI

Ask security questions in context and get implementation guidance with suggested prompt wording you can apply instantly.

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Exportable Reports

Generate a full before/after developer report with remaining risks and call-level observability you can hand off.

Ready to break your own agent?

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