Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The Complicating Factors of Deploying MCP in the Enterprise

Boris Kurktchiev is a Field CTO at Teleport, known for his expertise in Zero-Trust identity solutions for cloud and AI, and for his contributions to the CNCF's Cloud Native AI working group. Doyensec dropped a piece last week called The MCP AuthN/Z Nightmare, and I think anyone deploying MCP in production needs to read it.

Moonshot AI governance breakdown: Lessons from the Cursor/Kimi K2.5 incident

What happens when a $29 billion company forgets to rename a model ID, and what it means for every organization using open-source AI. On March 19, 2025, Cursor, the AI-powered coding tool valued at $29 billion and generating an estimated $2 billion in annual recurring revenue, launched Composer 2, its newest and most powerful coding model.

Why NER models fail at PII detection in LLM workflows - 7 critical gaps

In AI systems, PII detection is the first step. Not the most glamorous step. But the one that, when it fails, takes everything else down with it. Identifying sensitive data (names, Social Security numbers, financial records, health information) has to happen before any of it reaches an LLM. Get this wrong, and you’re looking at one of two bad outcomes: Traditional DLP systems could afford to be aggressive with detection. LLMs can’t. They depend on full context to generate correct outputs.

Has AI structurally changed the cyber industry forever? #cybersecurity #podcast #ai

On this week's episode of The Cybersecurity Defenders Podcast, Stel Valavanis, founder of onShore Networks, argues that AI is a significant milestone but does not change where security is headed. He puts AI alongside the Internet and TCP/IP and makes the case that the path forward is clear: fully embrace it as a tool, regardless of which side of the equation you are on. He also points out that agentic and automated AI was already being deployed well before LLMs arrived.

Data Integrity: Protecting Your Campaign's SMS Infrastructure

Every political campaign relies on getting messages out to voters fast. A solid tech setup is the backbone of your efforts. Protecting the setup means keeping your data safe and accurate. It prevents small leaks from becoming massive problems later on.

AI-Powered Freelancing Marketplace for Professionals and AI Agents

The rise of AI-powered tools has completely changed the game for freelancers. It is not just a matter of having a polished profile or a good job title anymore. The companies now focus a lot on the problem-solving skills, quick delivery capabilities of the freelancers as well as their proficiency in using various AI tools like ChatGPT, Claude, and Copilot in day-to-day work scenarios. In that context, Ugig.net: The Marketplace for AI Agents fits naturally into the conversation, because it reflects a growing demand for faster execution, clearer communication, and a smoother path from idea to completed work.