How Automatic Return Routing solves IP overlap 2026-03-05 Steve Welham Lauren Joplin Jackson Kruger Thea Heinen The public Internet relies on a fundamental principle of predictable routing: a single IP address points to a logically unique destination. Even in an Anycast architec…
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Published on: March 5, 2026 11 min read A complete guide to GitLab Container Scanning Explore GitLab's various container scanning methods and learn how to secure containers at every lifecycle stage. security tutorial Container vulnerabilities don't wait for your next deployment.…
Published on: March 5, 2026 8 min read Extend GitLab Duo Agent Platform: Connect any tool with MCP Learn how to connect external tools to GitLab Duo Agent Platform using MCP. Step-by-step setup with three practical workflow demos. ai-ml product tutorial Managing software develop…
Introducing OpenClaw on Amazon Lightsail to run your autonomous private AI agents Today, we’re announcing the general availability of OpenClaw on Amazon Lightsail to launch OpenClaw instance, pairing your browser, enabling AI capabilities, and optionally connecting messaging cha…
Always-on detections: eliminating the WAF “log versus block” trade-off 2026-03-04 Daniele Molteni Traditional Web Application Firewalls typically require extensive, manual tuning of their rules before they can safely block malicious traffic. When a new application is deployed, s…
Mind the gap: new tools for continuous enforcement from boot to login 2026-03-04 Alex Holland Shahed El Baba Yi Huang Rhett Griggs One of our favorite ask-me-anything questions for company meetings or panels at security conferences is the classic: “What keeps you up at night?” F…
Moving from license plates to badges: the Gateway Authorization Proxy 2026-03-04 Ankur Aggarwal Alex Holland We often talk about the "ideal" state, one where every device has a managed client like the Cloudflare One Client installed, providing deep visibility and seamless protec…
Stop reacting to breaches and start preventing them with User Risk Scoring 2026-03-04 Nevins Bartolomeo Noelle Kagan Ann Ming Samborski Most security teams spend their days playing a high-stakes game of Whac-A-Mole. A user’s credentials get phished, or they accidentally download…
Defeating the deepfake: stopping laptop farms and insider threats 2026-03-04 Ann Ming Samborski Trust is the most expensive vulnerability in modern security architecture. In recent years, the security industry has pivoted toward a zero trust model for networks — assuming breach…
At Discord, we want the experience of chatting with your friends, reacting to a message, or posting artisanal farm-to-channel memes to feel instantaneous. We’ve managed to achieve this at scale by leveraging Elixir’s powerful concurrency mechanisms to run each Discord server (wh…
Meet the new Bits AI SRE: Deeper reasoning, twice as fast
Teaching LLMs to reason like Bayesians March 4, 2026 Sjoerd van Steenkiste and Tal Linzen, Research Scientists, Google Research We teach LLMs to reason in a Bayesian manner by training them to mimic the predictions of an optimal Bayesian model. Quick links Paper Share Copy link…
Prototypes are the new PRDs Working Well Product management AI Figma Make
Published on: March 4, 2026 7 min read 10 AI prompts to speed your team’s software delivery Eliminate review backlogs, security delays, and coordination overhead with ready-to-use AI prompts covering every stage of the software lifecycle. AI/ML DevOps platform AI-assisted coding…
