AgentRedTeamBreak your AI agents before attackers do
Automated adversarial simulations for prompt injection, tool abuse, and data exfiltration — with a prioritized hardening checklist. Decision-support only, not a certified pentest.
For AI engineers and security leads shipping autonomous agents to production.
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Key Takeaways
- Probe prompt injection, tool abuse, and unsafe outputs against your agent description.
- Get an exploitability score plus a prioritized hardening checklist.
- Aligned with OWASP LLM Top 10 themes (LLM01 and related) — not a pentest certificate.
Complex laws. Simple policy packs.
Decision-support themes — not a certification, CMP badge, or legal opinion.
AgentRedTeam — definition
AgentRedTeam red-teams AI agents for prompt injection, tool abuse, and unsafe outputs using rule-based probes plus optional model-assisted narratives — decision-support only.
What this is NOT
- Not a law firm, GRC platform, or certification body.
- Not a guarantee that outputs will satisfy every regulator or auditor.
- Not a substitute for qualified human review on high-stakes decisions.
Controller / Processor — When packs mention privacy roles, we use GDPR Art.4 labels (decision-support only).
Policies change. Agent gaps appear late.
New rules, new risk
Each regulatory update can leave agent tools, data classes, and escalation paths out of sync.
Docs vs runtime
When the PDF lives apart from the agent runtime, blind spots show up in production.
Manual rewrites
Hand-editing checklists for every domain quietly drains engineering and compliance time.
Issues after ship
Gaps often surface only after an audit, incident, or customer questionnaire.
Paste. Generate. Export.
Generator-style deliverables for agent governance — review with counsel before production.
Policy checks
Condition + action rules an agent runtime can evaluate.
Compliance checklist
Human-readable duties so owners see gaps before go-live.
EU AI Act mapping
Theme pointers for high-risk obligations — not conformity certification.
Exportable rules
Structured output you can wire into guardrails or middleware.
Everything you need to ship agents safely
Attack-vector ID
Maps likely injection, tool-abuse, and data-exfil paths from the agent description you paste — with the rule IDs shown, not a black-box score.
Prompt-injection probes
Runs the deterministic probe set (prompt injection, confused-deputy tools, exfil) so you see which attacks fire before you call a model.
Tool-abuse scenarios
Scores exploitability from the findings so you can compare two agent designs on the same checklist.
Risk score export
Turns hits into a prioritized hardening list you can hand to engineering without rewriting the report.
From agent description to report in 3 steps
Scope
Describe your agent, its capabilities, and threat focus.
Attack & analyze
Rule-based agent-threat checks, then model-assisted exploitability scoring.
Report
Export an exploitability score + hardening checklist with runId.
Paste. Generate. Export.
New rules, new risk
Each regulatory update can leave agent tools, data classes, and escalation paths out of sync.
Policy checks — Condition + action rules an agent runtime can evaluate.
Try it on this page
or run a check below.
Saved history
Trusted by security teams
Social proof uses templates until real, consented testimonials exist. Trusted by [X]+ security and AI-platform teams.
“PENDING REAL QUOTE — replace with a consented customer quote.”
“PENDING REAL QUOTE — outcome metric as template only ([X]+ hours saved).”
“PENDING REAL QUOTE — no fabricated names or logos.”
Honest boundaries
Like a professional policy generator, AgentRedTeam is a drafting aid: customize, review, and update with your counsel.
Simple plans that scale
All paid plans include
- Policy-to-rules studio
- Compliance checklist export
- EU AI Act theme mapping (decision-support)
- Email support on paid plans — no hidden add-ons for core studio use
- 1 workflow run / day
- Studio demo (no extra LLM fee)
- 300 workflow runs / mo · saved history · export
- No separate ChatGPT subscription required
- Priority support · 2 months free with yearly
- SSO (roadmap)-ready · BYOK · higher caps · shared rulesets
- Optional BYOK (your OpenAI key)
- Vertical AI red-team + governance agent — multi-step, cited
- Multi-step adversarial runs · cited findings
- Governance guardrails · exportable evidence trail
Feature comparison
What each plan includes — quotas reflect the enforced fair-use limits.
| Dimension | Free | Pro | Enterprise |
|---|---|---|---|
| Usage | |||
| AI runs | 3/day · 15/mo | 40/day · 300/mo | 200/day · 3,000/mo |
| Report export | Watermarked | Clean export | Clean export |
| Audit log | Not included | ✓ Included | ✓ Included |
| Product | |||
| Identify likely attack vectors against your agent | ✓ Included | ✓ Included | ✓ Included |
| Simulate prompt-injection and tool-abuse risks | ✓ Included | ✓ Included | ✓ Included |
| Score your agent's exploitability | ✓ Included | ✓ Included | ✓ Included |
| Get a prioritized hardening checklist | ✓ Included | ✓ Included | ✓ Included |
| BYOK (your LLM key) | Not included | Not included | ✓ |
| SSO | Not included | Not included | Roadmap |
| Support & compliance | |||
| Support | Community | Priority | Custom SLA |
Already paid? Unlock Pro with your license
Licenses are issued manually after your payment is confirmed: we generate one per paid order and send it to the purchase email, typically within a few hours. Enter it below to activate Pro on this device — no account needed. Nothing yet? Write to lixingliangsy@163.com and reference your order email.
Your questions, answered
What does AgentRedTeam generate?
Adversarial probe plans for prompt injection, tool abuse, and unsafe agent behaviours aligned with OWASP LLM Top 10 themes — scored findings you can export. Decision-support, not a penetration-test certificate.
Is this legal advice or a certification?
No. Outputs are decision-support drafts. Have counsel and risk owners review before production. We do not claim ISO, CMP, or regulator certification.
Can I cancel anytime?
Yes. Self-serve plans cancel anytime; access continues until period end.
Do I need a credit card to start?
No. Start with email signup or Demo mode in the studio, then upgrade when ready.
Do I need my own ChatGPT / OpenAI subscription?
No for Free/Pro. AI runs are included in your plan (fair use) via our platform key. Enterprise can optionally bring your own OpenAI key (BYOK) — configure it at /settings (key stays server-side only).
What is Fair Use / what if I hit the AI limit?
Pro includes about 300 AI generations/month (and a daily cap) on gpt-4o-mini. If you hit the fair-use limit, Studio returns a mock/demo result until the daily or monthly reset — or upgrade / use Enterprise BYOK for heavier volume.
Is checkout secure?
Payments are processed by Waffo Pancake (merchant of record).
What happens after I pay?
You receive access confirmation; fulfillment is tracked via webhook + order logs.
Quick answers
- Identify likely attack vectors against your agent
- Simulate prompt-injection and tool-abuse risks
- Score your agent’s exposure
- Export findings for review
- Pricing starts at $0 (Free).
More questions
What attacks does it probe?
Prompt injection, tool/exfiltration patterns, and unsafe agent behaviours aligned with OWASP LLM Top 10 themes.
Is it a penetration test certificate?
No. Findings are decision-support for builders; they are not a certified pentest report.
Does Demo mode call live AI?
Explicit Demo returns labelled mock results without live calls.
Which frameworks?
Any agent exposing system prompts and tool lists (LangChain, custom stacks, etc.).
How does it relate to OWASP?
Rule IDs reference LLM01 and related categories where applicable; see owasp.org LLM Top 10.
Can I export runs?
Runs persist with runId and rulesetVersion for audit trails when APIs are enabled.
Which countries and regions can I use AgentRedTeam in?
Reachable worldwide as a cloud app; Waffo Pancake payment availability may vary by region.
Is AgentRedTeam GDPR and privacy compliant?
Inputs generate your output only and are never sold. See Privacy; Enterprise can include a DPA/NDA.
What languages does AgentRedTeam support?
The UI supports ten locales. Generated reports follow the selected UI language when live AI is configured.
How it compares
| Dimension | Manual | AgentRedTeam |
|---|---|---|
| Coverage | Ad-hoc prompts by engineer | Structured OWASP LLM-oriented probes |
| Consistency | Varies by tester | Same probe pack every run |
| Output | Chat notes | Scored findings you can export |
| Best for | Full pen-test engagement | First-pass agent abuse surface |
When not to use: Use a professional red team for production certification — AgentRedTeam is decision-support probing, not a pen-test certificate.
- Agent red teaming & LLM01 — Prompt-injection themes for tool-using agents.
- Tool-abuse tests — Probe exfiltration and unsafe tool calls.
- Wave 1 launch — AgentRedTeam in the governance cluster.
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