In-House LLM Serving at Netflix -- 2 Listen Share By AI Platform’s Model Runtime team and Inference team Introduction Most organizations consume LLMs through hosted APIs. Netflix went further — we run the full stack ourselves, from model deployment through inference, inside our…
Cloudflare has deployed new Web Application Firewall (WAF) protections for two critical vulnerabilities affecting WordPress. The protections address an Unauthenticated Remote Code Execution (RCE) vulnerability in WordPress's REST API and a related SQL Injection vulnerability. Th…
Dalia is a software engineer on GitHub's Copilot Agent Control Plane team, building the subagent governance layer for Copilot customers.
들어가며 안녕하세요. AI Services Lab 팀의 ML 엔지니어 이여운입니다. 저희 팀에서는 사용자에게 유해한 오픈챗이 노출되지 않도록 다양한 모델을 개발하고 있습니다. 이번 글에서는 오픈챗의 이름(name)과 설명 글(description)을 기반으로 해당 오픈챗이 유해한지 판단하는 모델을 개발한 과정을 소개하고자 합니다. 오픈챗 모니터링 소개 오픈챗 생성 시 사용자는 오픈챗 이름을 필수로 정해야 하며, 부가로 본 오픈챗을 설명하는 글을 남길 수 있습니다. 서비스를 운영하는 측에서는 오픈…
Figma Make, now on your local code Inside Figma Product updates Figma Make Design AI Prototyping News
Published on: July 16, 2026 4 min read GitLab Duo Security Review spots logic flaws scanners miss Use AI-driven security reasoning to detect authorization gaps, business-logic errors, and race conditions while code is still under review. security AI features product Static scann…
Published on: July 16, 2026 5 min read Turn multi-step software delivery into agentic flows you can trust GitLab Duo Agent Platform's Custom Flows are now generally available. product AI features Knowing what to do next in software development is rarely the hard part. Doing it a…
Published on: July 16, 2026 5 min read When a version bump breaks your build, GitLab fixes it Automatically upgrade dependencies, adapt code for breaking changes, and route changes for approval — only GitLab does it natively, with full context. security AI product features AI is…
Published on: July 16, 2026 4 min read Forrester Consulting: GitLab Duo Agent Platform delivers 400% ROI New study shows GitLab's agentic infrastructure accelerates time to value with increased productivity, faster security remediation, and efficient developer onboarding. AI pro…
Published on: July 16, 2026 4 min read Bring GitLab Duo Agent Platform to your terminal Duo CLI is now generally available with GitLab 19.2 – stay in the shell for code, pipelines, and multi-step work. AI product features Most of the work for software delivery doesn’t happen onl…
GitLab 19.2 release notes On July 16, 2026, GitLab 19.2 was released with the following features. We are excited to recognize vivekshukl007 as this month’s Notable Contributor! Vivek is a Senior Data Engineer at Emirates who made a high-impact contribution to add Scala language…
7 questions we had going into Config Leadership Collective We showed up to Leadership Collective hoping to learn how leaders are guiding their teams through change, what expertise means now, and how they're keeping quality high as the pace picks up. Here's what we heard. Insight…
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Hierarchical Interest Representation is a research area for Meta Ads. We’re exploring an upstream representation layer over the universe of Ads entities – users, advertisers, products, services – learning unified embeddings that connect users’ inferred interests with the breadth…
Towards demystifying the creativity of diffusion models July 15, 2026 Zhengdao Chen, Research Scientist, Google Research We show that a diffusion model’s creativity (its ability to generate novel data, rather than just memorize its training set) is a mathematical consequence of…
