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The Precogs Blog

Exploring the intersection of AI, security, and the next generation of software development.

Beyond SBOM: Why Organizations Need More Than a Software Bill of Materials
Sameer Ahamed23th Jul, 2026

Beyond SBOM: Why Organizations Need More Than a Software Bill of Materials

Modern cybersecurity needs more than SBOM. Learn how different Bills of Materials provide complete visibility, improve compliance, and reduce supply chain risk.

Guides & TutorialsRead full article
The Quantum Clock Is Ticking: Why Every Enterprise Needs a Cryptographic Bill of Materials
Rajnish Sharma30th Jun, 2026

The Quantum Clock Is Ticking: Why Every Enterprise Needs a Cryptographic Bill of Materials

Case StudiesRead full article
Why Most Security Tools Fail And How Better UX Fixes Them
Avinash K4th May, 2026

Why Most Security Tools Fail And How Better UX Fixes Them

Secure CodingRead full article
One git push. Millions of Repositories. Full Server Access.
Abhishek Kumar 1th May, 2026

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

Code SecurityRead full article
Vibe Coding Is Shipping CVEs: The Security Crisis No One Is Talking About Loudly Enough
Abhishek Kumar 23th Apr, 2026

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

Code SecurityRead full article
API Security in 2026: The Attack Surface Your Pentest Is Probably Missing
Abhishek Kumar 13th Apr, 2026

API Security in 2026: The Attack Surface Your Pentest Is Probably Missing

Code SecurityRead full article
Axios Under Siege: SSRF, DoS, and an Active Supply Chain RAT
Rajnish Sharma13th Apr, 2026

Axios Under Siege: SSRF, DoS, and an Active Supply Chain RAT

Dependencies SecurityRead full article
BREAKING: axios Compromised — 100M Weekly Downloads Just Delivered a RAT
Abhishek Kumar 13th Apr, 2026

BREAKING: axios Compromised — 100M Weekly Downloads Just Delivered a RAT

Dependencies SecurityRead full article
Software Supply Chain Attacks in 2026: Why CVE Scanning Is No Longer Enough
Yasi Zhou13th Apr, 2026

Software Supply Chain Attacks in 2026: Why CVE Scanning Is No Longer Enough

AI SecurityRead full article
ASPM Helps You Prioritize, But What If the Findings Are Wrong?
Yasi Zhou13th Apr, 2026

ASPM Helps You Prioritize, But What If the Findings Are Wrong?

AI SecurityRead full article
The telnyx PyPI Compromise: How TeamPCP Hid Malware Inside a Ringtone
Abhishek Kumar 13th Apr, 2026

The telnyx PyPI Compromise: How TeamPCP Hid Malware Inside a Ringtone

Code SecurityRead full article
Why the $200B Cybersecurity Industry Still Can’t Stop Breaches
Sameer Ahamed13th Apr, 2026

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

Case StudiesRead full article
What is Binary SAST? And Why Source Code Scanning Isn't Enough
Yasi Zhou13th Apr, 2026

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

Code SecurityRead full article
A Complete Guide to Securing AI-Generated Code: From Pre-LLM Sanitization to AI-Native SAST (2026)
Natasha Joshi25th Mar, 2026

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

AI SecurityRead full article
LiteLLM Hit by Credential-Stealing Supply Chain Attack: Complete Technical Breakdown
Rajnish Sharma13th Apr, 2026

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

Case StudiesRead full article
How to Prevent Prompt Injection: Why Pre-LLM Sanitization Matters
Yasi Zhou13th Apr, 2026

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

AI SecurityRead full article
SQL Injection in Python: Example, Exploitation, Detection, and Prevention
Yasi Zhou13th Apr, 2026

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

Code SecurityRead full article
What Is SBOM? A Developer’s Guide to Software Bill of Materials
Yasi Zhou13th Apr, 2026

What Is SBOM? A Developer’s Guide to Software Bill of Materials

Dependencies SecurityRead full article
Automotive PII Detection: Securing VIN, IMEI, and Telematics Data
Yasi Zhou7th Mar, 2026

Automotive PII Detection: Securing VIN, IMEI, and Telematics Data

Advanced PII & Secrets SecurityRead full article
Secret Scanning Guide: Precogs Adaptive Intelligence vs. TruffleHog
Yasi Zhou7th Mar, 2026

Secret Scanning Guide: Precogs Adaptive Intelligence vs. TruffleHog

Advanced PII & Secrets SecurityRead full article
PII Detection Guide: Adaptive Intelligence vs. Static Patterns
Yasi Zhou7th Mar, 2026

PII Detection Guide: Adaptive Intelligence vs. Static Patterns

Advanced PII & Secrets SecurityRead full article
Precogs Priority: Intelligence for PII & Secret Detection
Yasi Zhou7th Mar, 2026

Precogs Priority: Intelligence for PII & Secret Detection

Advanced PII & Secrets SecurityRead full article
How to Secure AI-Generated Code: Risks, Vulnerabilities, and Best Practices
Yasi Zhou13th Apr, 2026

How to Secure AI-Generated Code: Risks, Vulnerabilities, and Best Practices

Code SecurityRead full article
SAST vs DAST vs SCA: What’s the Difference and When to Use Each
Yasi Zhou6th Mar, 2026

SAST vs DAST vs SCA: What’s the Difference and When to Use Each

Guides & TutorialsRead full article
Best AI Code Security Tools in 2026: How AI Is Changing Application Security
Rajnish Sharma6th Mar, 2026

Best AI Code Security Tools in 2026: How AI Is Changing Application Security

Case StudiesRead full article
Best SAST Tools in 2026: Comprehensive Comparison & Rankings
Rajnish Sharma6th Mar, 2026

Best SAST Tools in 2026: Comprehensive Comparison & Rankings

Case StudiesRead full article
Global Cybersecurity 2025: The Year Code Broke the Physical World
Rajnish Sharma9th Jan, 2026

Global Cybersecurity 2025: The Year Code Broke the Physical World

Case StudiesRead full article
APAC Cybersecurity 2025: When Supply Chains Became the Front Line
Rajnish Sharma9th Jan, 2026

APAC Cybersecurity 2025: When Supply Chains Became the Front Line

Case StudiesRead full article
MEA Cybersecurity 2025: Digital Transformation Under Fires
Rajnish Sharma9th Jan, 2026

MEA Cybersecurity 2025: Digital Transformation Under Fires

Case StudiesRead full article
EU Cybersecurity 2025: When Regulation Met Reality
Rajnish Sharma9th Jan, 2026

EU Cybersecurity 2025: When Regulation Met Reality

Case StudiesRead full article
US Cybersecurity 2025: When Software Failure Became a National Disruption
Rajnish Sharma9th Jan, 2026

US Cybersecurity 2025: When Software Failure Became a National Disruption

Case StudiesRead full article
UK Cybersecurity in 2025: How Operational Disruption Became the New Attack Strategy
Rajnish Sharma9th Jan, 2026

UK Cybersecurity in 2025: How Operational Disruption Became the New Attack Strategy

Case StudiesRead full article
Precogs AI Redefines Code Security: Topping the CASTLE Benchmark with AI-Native Precision
Rajnish Sharma30th Dec, 2025

Precogs AI Redefines Code Security: Topping the CASTLE Benchmark with AI-Native Precision

Case StudiesRead full article
Introducing Precogs AI: The Next Generation of Code Security
Sameer Ahamed29th Dec, 2025

Introducing Precogs AI: The Next Generation of Code Security

AI SecurityRead full article
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