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DevSecOps

How to Build a Secure Python URL Validator (and Avoid SSRF)

A Python URL validator has to do more than match a regex. Here is how to validate URLs safely, block SSRF, and pick between urllib, validators, and Pydantic.

May 12, 20266 min read
Open Source

How to Check for npm Vulnerabilities (and Actually Fix Them)

npm check vulnerabilities the right way: what npm audit tells you, where it misleads, and how to turn a wall of advisories into a short list of things worth fixing.

May 12, 20265 min read
Security

How to Choose an Application Security Company

What an application security company actually does, the categories of vendors, and the questions that separate real coverage from a dashboard full of noise.

May 12, 20267 min read
AI Security

EchoLeak (CVE-2025-32711): The First Zero-Click Production LLM Exfiltration

A single crafted email could exfiltrate data from Microsoft 365 Copilot without a user click. We walk the attack chain, the patch, and the lessons for agent operators.

May 12, 20266 min read
Incident Analysis

The Vercel Breach: A Forgotten OAuth Grant Became a SaaS Supply-Chain Pivot (May 2026)

An infostealer infection at AI startup Context.ai let attackers reuse a Vercel employee's months-old Google Workspace OAuth grant to bypass MFA and exfiltrate customer environment variables. Disclosed April 2026, the fallout deepened through May.

May 12, 202612 min read
Data Breach

Škoda Auto Online Shop Breach (12 May 2026): An E-Commerce Software Flaw and the Credential-Reuse Tail

Škoda Auto disclosed on 12 May 2026 that attackers exploited a vulnerability in its German online shop to steal customer names, contact details, order data, and login credentials. The card data was safe; the credentials are the part that keeps paying out.

May 12, 202614 min read
Data Breach

Odido Telecom Breach: 6.2M Dutch Customers, Salesforce, and No Compensation (May 2026)

Odido, the Netherlands' largest mobile operator, exposed 6.2 million customers' data, including IBANs and ID details, via a vishing-driven Salesforce intrusion. In May 2026 the company ruled out compensation as mass claims mounted.

May 12, 202610 min read
Data Breach

Instructure Canvas Breach (May 2026): Up to 275M Records and a Quiet Settlement

ShinyHunters claimed 3.65 TB and 275 million records from Instructure's Canvas LMS across ~9,000 schools. Instructure confirmed names, emails, student IDs, and user messages were taken, then reportedly paid to make it stop.

May 12, 202610 min read
AI Security

The Fake OpenAI 'privacy-filter' Model: How a Typosquat Hit #1 on Hugging Face in May 2026

A repository named Open-OSS/privacy-filter impersonated OpenAI's release, copied its model card verbatim, and shipped a loader.py that pulled an infostealer. It reached #1 trending with ~244,000 downloads before removal.

May 12, 202610 min read

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