AI security research assistant

Offensive security research, accelerated.

Use specialized AI guidance to investigate findings, validate attack paths, and produce clearer security reports.

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Immediate first-time access Private conversations Not used for training
xlimit / research-session
researcher@xlimit:~$ review exposed GraphQL endpoint xLimit > Start by mapping unauthenticated operations and checking authorization boundaries. Validate impact before making a report claim. next > Build a decision tree, preserve evidence, and document only authorized tests.
Focused workflow

Move from finding to defensible result.

xLimit supports the reasoning-heavy parts of authorized security work without pretending to replace the researcher.

01 / Investigate

Find the meaningful path

Analyze observations, prioritize follow-up checks, and reduce wasted motion.

02 / Validate

Test claims carefully

Structure validation decisions and establish impact with clearer evidence.

03 / Report

Communicate the result

Improve reproduction steps, scope notes, impact statements, and writeups.

Knowledge Base

Built on real methodology.

xLimit is backed by a private knowledge base spanning application security, infrastructure, offensive operations, cloud, AI, IoT, and blockchain — curated for researchers doing real authorized work, not generic automation.

Web Application Testing Authentication & Session Management Credential Attacks Bug Bounty Operations Active Directory attack methodology Privilege Escalation Service Exploitation Pivoting, tunneling, and file transfers Payloads & Exploits Offensive Tooling Cloud Security AI Security IoT & Wireless Blockchain & Smart Contract Security
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PRV

Your research stays private.

Your conversations and submitted data are private with xLimit. They are not used to train AI models. See the Privacy Policy for details.

Access

Start immediately. Renew when needed.

First-time registration

Register at the xLimit app and receive immediate access for 30 days. Claim and securely store your access token for client workflows.

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Returning access

Complete payment, then send the payment screenshot using the instructions on the Pricing page. Access is renewed after payment verification.

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Pricing

A free first month. Simple continued access.

First-time users
$0 / 30 days

One free access period begins automatically after your first registration.

  • Immediate account access
  • xLimit Fast and xLimit Deep models
  • xLimit knowledge and research assistance
  • Private conversations and data
  • Optional client access token
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Continued access
$10 USDC / 30 days

Renew access after your free period by submitting payment confirmation.

  • Extended access after trial ends
  • xLimit Fast and xLimit Deep models
  • File upload and analysis
  • xLimit Client workflows
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