Technology

BewAIre: Detecting Malicious Pull Requests at Scale with LLMs

Mar 23, 2026 By Datadog In Datadog

As AI coding assistants accelerate software development, the volume of pull requests at Datadog has grown to nearly 10,000 per week, increasing the risk that malicious changes slip through due to review fatigue. To address this, Datadog built BewAIre, an LLM-powered code review system designed to identify malicious source code changes introduced by threat actors. By reducing approval fatigue for developers while increasing friction for attackers, BewAIre guides human reviewers to the areas where judgment matters most, without slowing developer velocity.

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The Shift to Continuous Context and the Rise of Guardian Agents

Mar 23, 2026 By Dina Durutlic In Zenity

AI agent risk doesn’t emerge in a single moment. It develops over time across configuration changes, runtime behavior, long-horizon tasks, and interactions between agents, users, and enterprise systems. Their behavior and exposure can shift in real time as agents rewrite instructions, update memory, and dynamically alter execution.

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OpenClaw Needs Real Security Controls; We Built Them Open Source

Mar 23, 2026 By Dina Durutlic In Zenity

AI agent adoption and development are evolving quickly. The tooling used to build agents is improving fast, but the security controls around those agents are often rigid, opaque, or difficult to adapt to real environments. As more teams experiment with OpenClaw, one challenge becomes clear: developers need ways to inspect what agents are doing, evaluate risky behavior, and intervene when necessary.

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Where Cato Sits in the AI Economy

Mar 23, 2026 By Shlomo Kramer In Cato Networks

Every major technological shift reshapes the landscape, creating both winners and losers. AI will be no different. The key question is which companies are positioned to capture the value it generates, and which ones may fall behind as it unfolds. If you look at previous technology shifts, the winners were not always the companies building the most visible products. They were often the ones that enabled the shift to happen in the first place, or those that benefited from the structural changes it created.

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Vibe Coding Challenge: V0 vs. Base 44 | Who Builds the Better DIY Forum?

Mar 23, 2026 By Snyk In Snyk

In the second match of our Vibe Coding Challenge series, we put two powerhouse AI platforms to the ultimate test: Vercel’s v0 and Base 44. We gave both platforms the exact same prompt: build a DIY Home Repair community forum.

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Introducing Agent Security

Mar 23, 2026 By Manoj Nair In Snyk

If an auditor walked in tomorrow and asked for a complete inventory of every AI model, agent, and tool in your environment, how long would it take you to produce it? For most organizations, the honest answer is: they can’t because the way AI is entering the enterprise has fundamentally changed.

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Delivering the Agentic SOC as a Service: A Turnkey Approach to AI-Driven Cybersecurity

Mar 23, 2026 By Nick Schneider In Arctic Wolf

Every year at RSA Conference, I spend time with security leaders who are trying to solve the same fundamental challenge. They know what strong security operations should look like, but the path to building and sustaining that capability inside their own organization has become increasingly difficult. The market is shifting from buying tools to buying outcomes.

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Building the Future of AI-Driven Cybersecurity

Mar 23, 2026 By Dan Schiappa In Arctic Wolf

Cybersecurity has always been defined by moments of inflection. Periods of steady progress are followed by breakthroughs that fundamentally reshape how defenders operate and how technology enables them to succeed. Today we are entering one of those moments.

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Common Mobile Data Security Mistakes Businesses Make

Mar 23, 2026 By SecuritySenses In SecuritySenses

Businesses rely on mobile devices more than ever, yet many teams still underestimate how easily mobile data can slip into the wrong hands. A single unsecured mobile device can expose personal information, business emails, and even sensitive account numbers. Employees move between offices, homes, and public spaces throughout the day, which increases cybersecurity risks without anyone noticing. Strong habits and clear systems reduce exposure, but many organizations repeat the same mistakes that weaken data security and create preventable vulnerabilities.

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How to Protect Your Privacy with a Temporary SMS Number | Easy and Effective Solutions

Mar 23, 2026 By SecuritySenses In SecuritySenses

In an age where digital privacy is a major concern, finding effective ways to protect your personal information is essential. One of the best tools for maintaining your privacy is a temporary SMS number. This simple yet powerful solution can help you manage online interactions securely and discreetly. Let's explore what a temporary SMS number is, how it works, and why it's a valuable addition to your privacy toolkit.

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