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The Hacker News

Public Exploits Released for Four Linux Kernel Flaws That Enable Local Root

A security researcher has released working exploit code for four Linux kernel flaws that each let a local user gain root, the highest level of access on a machine. Kernel maintainers have fixed all four over the past few weeks, so a system running an up-to-date kernel is not affected. But the exploit code is now public, and any machine still running an older kernel should be updated. The flaws

The Hacker NewsRead original
ExternalSoftware Engineering
DZone

Designing Human-in-the-Loop Approval Gates for Enterprise AI Agents

AI agents become useful when they can do more than generate text. The moment an agent can update a CRM, approve a refund, create a purchase order, change a price, or send a customer response, the architecture must answer a harder question: Which actions should the agent execute automatically, and which should require human approval? That decision sits at the center of production-ready enterprise AI agent architecture. Too little oversight creates operational and compliance risk. Too much oversig

DZoneRead original
ExternalFrontend Development
Vercel Blog

WebMCP support now available in mcp-handler

now has experimental support for , the proposed web standard for exposing tools to in-browser agents. Add a single script tag to your site, and your existing MCP tools become available there too.mcp-handlerWebMCP Opt tools in by adding them to the object:experimental_webMcp Then load the script from your MCP endpoint with the parameter:?webmcp-script The script registers those tools with the page and proxies each call back to your MCP server as the signed-in user, so authenticated tools work w

Vercel BlogRead original
External
Cloudflare Blog

Saving another 100TB of RAM with math (and Rust)

Cloudflare's global network is immense but not limitless. As we look for small ways to trim our resource usage, we sometimes get lucky and we can cut significantly more. Here’s how we reduced one of our Pingora-based service's RAM usage with statistics.

Deep DiveEngineeringOpen Source
Cloudflare BlogRead original

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