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Precogs AI

AI-Native Autonomous Application Security Platform

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Precogs AI is the world’s first AI-native autonomous application security platform designed to secure code, binaries, and data across modern software and cloud environments.

One git push. Millions of Repositories. Full Server Access.

One git push. Millions of Repositories. Full Server Access.

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20 min read
Vibe Coding Is Shipping CVEs: The Security Crisis No One Is Talking About Loudly Enough

Vibe Coding Is Shipping CVEs: The Security Crisis No One Is Talking About Loudly Enough

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23 min read
SQL Injection in Python: Example, Exploitation, Detection, and Prevention

SQL Injection in Python: Example, Exploitation, Detection, and Prevention

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19 min read
How to Prevent Prompt Injection: Why Pre-LLM Sanitization Matters

How to Prevent Prompt Injection: Why Pre-LLM Sanitization Matters

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14 min read
LiteLLM Hit by Credential-Stealing Supply Chain Attack: Complete Technical Breakdown

LiteLLM Hit by Credential-Stealing Supply Chain Attack: Complete Technical Breakdown

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22 min read
A Complete Guide to Securing AI-Generated Code: From Pre-LLM Sanitization to AI-Native SAST (2026)

A Complete Guide to Securing AI-Generated Code: From Pre-LLM Sanitization to AI-Native SAST (2026)

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8 min read
What is Binary SAST? And Why Source Code Scanning Isn't Enough

What is Binary SAST? And Why Source Code Scanning Isn't Enough

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8 min read
Why the $200B Cybersecurity Industry Still Can’t Stop Breaches

Why the $200B Cybersecurity Industry Still Can’t Stop Breaches

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5 min read
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