Prompt Injection Labs
PulseGate's liveness check found it on 14 Sep 2026; it has been in the index since 28 Jul 2026. How this is checked
PromptTrace offers free, browser-based interactive labs where users attack real large language models to practice prompt injection, RAG poisoning, tool misuse, and other LLM vulnerabilities. It includes Context Trace visualization of assembled prompts (with secrets redacted), a progressive Gauntlet of challenges, and learning modules aligned with OWASP Top 10 for LLM and Agentic Applications. No experience is required and all content is free.
Inferred · not functionally tested
Overview
6 featuresPurpose: Learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises.
Inferred · not functionally tested
Audience: Security professionals and developers
Inferred · not functionally tested
Functions: agents, rag, data_extraction
Inferred · not functionally tested
Interfaces: API: unknown · MCP: unknown · CLI: unknown · Self-hosting: unknown
Recorded constraints: pricing: free · license: Proprietary · platforms: WEB · deployment: browser
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: prompttrace.airedlab.com. These links do not verify the individual claims.
In the Penetration testing & red teaming space, Prompt Injection Labs takes a focused approach. Inferred · not functionally tested: It focuses on learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises. Inferred · not functionally tested: Prompt Injection Labs is a consumer product aimed at security professionals and developers. Basis unknown · not verified: It is available for free. Basis unknown · not verified: Prompt Injection Labs is available on the web.
It is developed by Aired Labs. Inferred · not functionally tested: Among its 6 catalogued features are Prompt Injection Labs, Context Trace, and RAG Poisoning. The interface is available in Arabic and English.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Prompt Injection Labs
- Context Trace
- RAG Poisoning
- Tool Exploitation
- CTF Challenges
- Learning Modules
Topics: Inferred · not functionally tested
Built with & integrations
- Next.js
- x-nextjs-prerender header · /_next/static/ in the HTML · __next_f in the HTML
- Vercel
- x-vercel-id header · x-vercel-cache header
- Cloudflare
- cf-ray header · cf-cache-status header
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed28 Jul · 00:36 UTCShow HN: PromptTrace – Free hands-on labs to practice hacking LLMs seen via Hacker News firehose (Algolia)Source: Hacker News firehose (Algolia) · Open
Frequently asked questions about Prompt Injection Labs
- What is Prompt Injection Labs?
- Inferred · not functionally tested: Prompt Injection Labs focuses on learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises. It is catalogued under Penetration testing & red teaming on PulseGate.
- Who should use Prompt Injection Labs?
- Inferred · not functionally tested: Prompt Injection Labs is a consumer product built for security professionals and developers.
- Is Prompt Injection Labs free?
- Basis unknown · not verified: Yes — Prompt Injection Labs is free to use.
- What platforms does Prompt Injection Labs run on?
- Basis unknown · not verified: Prompt Injection Labs runs on the web.
- Is Prompt Injection Labs still active?
- PulseGate's liveness check found it on 14 Sep 2026.
- Who develops Prompt Injection Labs?
- Prompt Injection Labs is developed by Aired Labs.
- What languages does Prompt Injection Labs support?
- The interface is available in Arabic and English.
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