Xint
Products
Xint Platform Xint Pulse
Resources
Blog Public Bug Tracker
About
Login
Web App Code App
Talk to an Expert
EN KR
Products
Xint Platform Xint Pulse
Resources
Blog Public Bug Tracker
About Theori
Login
Web App Code App
Talk to an Expert
Language
EN KR

Xint Blog

Insights from the world's best offensive security researchers
See All Vulnerability ResearchAI for SecurityCompetitionsNewsProductOpen Source ProjectsFAQCase StudyCompetitive Comparison
Finding Bugs Isn’t Enough: The Difference Between Pointing LLMs to Find Bugs and a Mature AI AppSec Platform

Finding Bugs Isn’t Enough: The Difference Between Pointing LLMs to Find Bugs and a Mature AI AppSec Platform

Bug discovery has become nearly commoditized by AI but that has actually increased the need for a platform to go from discovery to validation to remediation
Hector Leano's avatar
Sep 02, 2026
FAQProduct
Xint’s Auto-Remediation Approach: Why Human-in-the-Loop Remains Essential

Xint’s Auto-Remediation Approach: Why Human-in-the-Loop Remains Essential

LLMs uncover more bugs than teams can patch. Vendors are selling auto-remediation as a cure, but real world results demonstrate the need to keep security engineers in the loop.
Hector Leano's avatar
Aug 18, 2026
ProductFAQAI for Security
How to Safely Implement Autonomous AI Agents for Pentesting Live Apps

How to Safely Implement Autonomous AI Agents for Pentesting Live Apps

Autonomous AI security tools can cause as much damage as they prevent if harnessed incorrectly. This is how Xint delivers best-in-class results without compromising security.
Xint's avatar
Jul 07, 2026
AI for SecurityFAQProduct
FAQ: Are the Incremental Improvements in New Models Worth the Higher Cost?

FAQ: Are the Incremental Improvements in New Models Worth the Higher Cost?

What are the incremental benefits to each new (more expensive) model and when does it make sense to update?
Hector Leano's avatar
Jun 16, 2026
AI for SecurityProductFAQ
AI Wrapper vs. AI Native

AI Wrapper vs. AI Native

Everyone is claiming AI in AppSec, but there are meaningful differences in how AI is used, leading to fundamentally differences in exposure
Hector Leano's avatar
Jun 10, 2026
AI for SecurityFAQ
Finding Bugs Isn’t Enough: The Difference Between Pointing LLMs to Find Bugs and a Mature AI AppSec Platform

Finding Bugs Isn’t Enough: The Difference Between Pointing LLMs to Find Bugs and a Mature AI AppSec Platform

Bug discovery has become nearly commoditized by AI but that has actually increased the need for a platform to go from discovery to validation to remediation
Hector Leano's avatar
Sep 02, 2026
FAQProduct
Xint’s Auto-Remediation Approach: Why Human-in-the-Loop Remains Essential

Xint’s Auto-Remediation Approach: Why Human-in-the-Loop Remains Essential

LLMs uncover more bugs than teams can patch. Vendors are selling auto-remediation as a cure, but real world results demonstrate the need to keep security engineers in the loop.
Hector Leano's avatar
Aug 18, 2026
ProductFAQAI for Security
How to Safely Implement Autonomous AI Agents for Pentesting Live Apps

How to Safely Implement Autonomous AI Agents for Pentesting Live Apps

Autonomous AI security tools can cause as much damage as they prevent if harnessed incorrectly. This is how Xint delivers best-in-class results without compromising security.
Xint's avatar
Jul 07, 2026
AI for SecurityFAQProduct
FAQ: Are the Incremental Improvements in New Models Worth the Higher Cost?

FAQ: Are the Incremental Improvements in New Models Worth the Higher Cost?

What are the incremental benefits to each new (more expensive) model and when does it make sense to update?
Hector Leano's avatar
Jun 16, 2026
AI for SecurityProductFAQ
AI Wrapper vs. AI Native

AI Wrapper vs. AI Native

Everyone is claiming AI in AppSec, but there are meaningful differences in how AI is used, leading to fundamentally differences in exposure
Hector Leano's avatar
Jun 10, 2026
AI for SecurityFAQ
FAQ: Is AI Application Security Testing Reliable If Results Vary Between Scans?

FAQ: Is AI Application Security Testing Reliable If Results Vary Between Scans?

Non-deterministic LLM vuln discovery is actually a strength for Xint since it can go beyond fixed rules or patterns that are easily gamed by attackers.
Hector Leano's avatar
May 28, 2026
ProductAI for SecurityFAQ
AI won’t replace human pentesters and security teams. It will be a force multiplier

AI won’t replace human pentesters and security teams. It will be a force multiplier

LLMs are changing the role of security researchers and engineers, but companies laying off human cyber experts just as AI coding generates more vulnerable code are in for a world of hurt.
Hector Leano's avatar
May 26, 2026
AI for SecurityFAQ
Xint

AI-powered vulnerability discovery that proves exploitability in your live application.

XLinkedInBlueskyFediverse
Products
Xint PlatformXint Pulse
Company
AboutContact
Resources
BlogPublic Bug Tracker
Legal
Privacy PolicyTerms of UseTrust Center
© 2026 Theori. All Rights Reserved.