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Prompt Injection Labs

airedlab.com·LLM eval & observability

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.

FreeWeb
PPrompt Injection Labs preview
Visit airedlab.com↗

Overview

6 features

In the LLM eval & observability space, Prompt Injection Labs takes a focused approach. It focuses on learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises. Prompt Injection Labs is a consumer product aimed at security professionals and developers. It is available for free. Prompt Injection Labs is available on the web.

It is developed by Aired Labs, and it first shipped in 2025. 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.

  • ✓Prompt Injection Labs
  • ✓Context Trace
  • ✓RAG Poisoning
  • ✓Tool Exploitation
  • ✓CTF Challenges
  • ✓Learning Modules
Tags
prompt-injectionllm-securityai-red-teamingctf-labsrag-poisoning
AI capabilities
Text
Inference: Cloud API

Built with & integrations

Framework
Next.js
Hosting
VercelCloudflare
AI providers
multiple
Runs on
Browser
Detected from
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

Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Free tier✓Multi-language
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed28 Jul · 00:36 UTC
    Show HN: PromptTrace – Free hands-on labs to practice hacking LLMs verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Prompt Injection Labs

What is Prompt Injection Labs?
Prompt Injection Labs focuses on learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises. It is catalogued under LLM eval & observability on PulseGate.
Who should use Prompt Injection Labs?
Prompt Injection Labs is a consumer product built for security professionals and developers.
Is Prompt Injection Labs free?
Yes — Prompt Injection Labs is free to use.
What platforms does Prompt Injection Labs run on?
Prompt Injection Labs runs on the web.
Is Prompt Injection Labs still active?
Unverified. Prompt Injection Labs has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
Who develops Prompt Injection Labs?
Prompt Injection Labs is developed by Aired Labs.
When did Prompt Injection Labs launch?
Prompt Injection Labs first shipped in 2025.
What languages does Prompt Injection Labs support?
The interface is available in Arabic and English.

At a glance

Pricing
Free
Platforms
Web
Languages
Arabic, English
Built for
Security professionals and developers
Model
B2C
Solves
Learning practical LLM security, prompt injection, and AI red-teaming skills through interactive, sandboxed exercises.

Developer

Aired Labs

Live coverage

Identity confidence
High · 90.8
Indexed
28 Jul 2026
Lifecycle
Alive
Last seen
28 Jul 2026
Identity audit (13)
Slug
show-hn-prompttrace-free-hands-on-labs-to-practice-hackin-airedlab-com
Lifecycle state recorded
28 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
28 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Last updated
28 Jul 2026
Canonical URL
https://prompttrace.airedlab.com/

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