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50 posts · 12 companies · newest first

2

Decision Models vs. CVE Data (opens on the source site)

Ollama’s new decision endpoint, Cloudflare’s Clef models on a MacBook, and two questions asked of all 27,489 CVEs published in the last 60 days: does the description say why the bug matters, and is it clear? I read the announcement and had a weekend project before I finished it, because the question I care about ... Read more

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3

AI Updates: 7 New Ways Brandwatch Is Making Our Customers’ Lives Easier (opens on the source site)

Analysts, marketers, and social media managers all share a common challenge: Keeping pace with fast-moving online conversations and trends, then acting on those insights before they go stale. Whether you’re designing research projects that’ll form the basis of a huge product decision, building a stronger understanding your competitor set, or trying to maximize the impact of your campaigns, you’ll be fighting an uphill battle without the right tools. Luckily, Brandwatch’s latest AI updates help teams get from data to insight to action faster, so you can move at pace with confidence. Here are…

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4

From Wrong Assumptions to Success: 6 Consumer Intelligence Wins (opens on the source site)

You might think you know your audience. Understandably so. But what happens when the data shows something else? Being wrong about your own assumptions can feel like a setback. In fact, it’s a huge opportunity. This was the case for the brands below – they used consumer intelligence to uncover something they didn’t expect and used those insights to lean in. Here's what we discussed: Challenging assumptions about a “conservative” audience Turning hyperlocal complaints into a national sales strategy Reading “negative” sentiment the right way Turning from guesswork to real audience timing…

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New in Edge for developers – Create better components and make your site agent-ready (opens on the source site)

Welcome back to New in Edge for developers, our recurring roundup of recent web platform updates in Microsoft Edge. In this edition, we'll look more closely at some of the newest additions to Microsoft Edge and the Chromium project, such as The post New in Edge for developers – Create better components and make your site agent-ready appeared first on Microsoft Edge Blog.

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7

RBP Tracker: Counting the CVE IDs the CVE List Cannot See (opens on the source site)

A new RogoLabs site lists Reserved but Public CVE IDs: 2,315 of them on September 14, drawn from 17 public advisory feeds, refreshed every six hours, and held a week before they appear. The first version of this tracker reported that none of the CVE IDs it found existed in the CVE List, in any ... Read more

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8

Faster reviews and quality recognition for Microsoft Edge extensions (opens on the source site)

Building an extension has never been easier. Rapid adoption of AI-assisted coding is enabling developers to build extensions faster than ever. We have seen that momentum on the Edge Add-ons site The post Faster reviews and quality recognition for Microsoft Edge extensions appeared first on Microsoft Edge Blog.

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12

Intent to Ship: JPEG XL (opens on the source site)

It isn’t often that new image formats land in browsers. In the early 2000s we had JPEG, GIF, and PNG. The 2010s gave us WebP, which was a modest step up from JPEG. But the 2020s have given us two new image formats that are a big step up from previous formats: AVIF and JPEG […] The post Intent to Ship: JPEG XL appeared first on Mozilla Hacks - the Web developer blog.

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13

Everything is about to “go dark” (opens on the source site)

I’m coming down from spending a few days at Usenix Security, right here in my hometown of Baltimore. This means that my days have been taken up with two kinds of conversation: first, explaining to colleagues why Baltimore isn’t actually like The Wire. And second, trying not to talk about AI. Here I’m going to … Continue reading Everything is about to “go dark” →

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14

10,501 Radios in Seven Days: What a $69 Badge Heard at Summer Camp (opens on the source site)

Seven days of passive listening at BSides, Black Hat and DEF CON: 673 open networks, one beacon flooder, and what it takes to count devices honestly. I have wanted to build one of these for a long time. A little screen on my bag that tells me what the air around me is actually made ... Read more

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15

14 Social Media Holidays to Celebrate This September (opens on the source site)

With fall approaching, September offers key holidays and events to plan in your social media calendar and boost your engagement. We've curated a list of the top holidays to inspire your content and connect with your audience. Let’s explore how to leverage these occasions, complete with brand examples for your strategy. September 1. World Letter Writing Day #WorldLetterWritingDay When social media took over, one form of communication almost died out: the letter. Kick off the month by celebrating the medium that has connected people far apart for thousands of years. This is a great day to evoke…

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16

Moving the Microsoft Edge extensions ecosystem forward with Manifest Version 3 (opens on the source site)

Back in 2020, we committed to Manifest Version 3 (MV3) as the future direction of the Chromium extensions platform. Since then, we've worked with developer The post Moving the Microsoft Edge extensions ecosystem forward with Manifest Version 3 appeared first on Microsoft Edge Blog.

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17

Bring your security stack into Edge for Business — with support for more partners (opens on the source site)

At a glance Edge for Business security connectors extend your security tools into the browser, so you gain visibility and enforcement where work happens. This update adds new partner integrations, including Cisco Secure Access, The post Bring your security stack into Edge for Business — with support for more partners appeared first on Microsoft Edge Blog.

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19

Shipyard: How We Built Slack’s Next-Generation EC2 Platform (opens on the source site)

Over the past few years, we’ve been on a journey to modernise how we run Amazon Elastic Compute Cloud (EC2) instances at Slack. In our first post, Advancing Our Chef Infrastructure, we shared how we moved from a single Chef stack to a resilient, multi-stack setup with versioned cookbook deployments and safer promotion workflows. This…

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20

New in Edge for developers – Style layout gaps, improve keyboard accessibility and migrate your PWA to a new origin (opens on the source site)

Welcome to New in Edge for developers, a new series featuring recent web platform updates in Microsoft Edge that help web developers build better sites and apps. In this first edition, we'll look at CSS gap de The post New in Edge for developers – Style layout gaps, improve keyboard accessibility and migrate your PWA to a new origin appeared first on Microsoft Edge Blog.

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21

CVE Mid-Year 2026 Check-In: Volume Vertical, Exploitation Rare (opens on the source site)

We are halfway through 2026, so it is time for the mid-year CVE check-in. The short version: the volume curve has gone vertical while exploitation has not. This review covers everything published in the first half of 2026 (Jan 1 – Jun 30, 2026), the volume, the severity, what is actually being exploited, and who ... Read more

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22

Building Which-Fuji: A Side Project for Fujifilm Camera Enthusiasts (opens on the source site)

I’ve been quietly working on a small side project for the last few weeks, and it’s finally at a point where I can share it properly. Which-Fuji is a tiny website I built to help people figure out which Fujifilm camera to buy. That’s it. No reviews, no affiliate spam, no walls of text — just […] The post Building Which-Fuji: A Side Project for Fujifilm Camera Enthusiasts appeared first on Abu Ashraf Masnun.

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23

Faster updates, enterprise-friendly schedule: the new Microsoft Edge release cycle (opens on the source site)

Microsoft Edge is moving to a two-week release cycle, bringing new features and improvements to users and organizations faster than ever. This is great news for teams that thrive on innovation: instead of waiting a full month for the next update, you The post Faster updates, enterprise-friendly schedule: the new Microsoft Edge release cycle appeared first on Microsoft Edge Blog.

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24

Agentic Testing: Where Agents Fit in the E2E Testing Stack (opens on the source site)

Abstract Agent-driven end-to-end (E2E) tests add a new exploratory layer to testing, but should they replace traditional deterministic tests? We ran more than 200 agentic E2E workflows using the Playwright MCP, Playwright CLI, and agent-generated Playwright tests in test workspaces using non-production data to find out how agentic testing could fit into both our and…

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25

Slack AI: The Path to Multi-Cloud (opens on the source site)

In early 2023, Slack faced a foundational challenge: serving Large Language Models (LLMs) at enterprise scale with the security, reliability, and performance our customers expect. Over three years, we evolved from basic infrastructure to orchestrating a sophisticated multi-cloud architecture. We didn’t just want shiny new models; we needed a system resilient to regional outages and…

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26

Why You Need to Include APAC Social Data in Your Listening Strategy (opens on the source site)

If your social listening strategy is still focused exclusively on Western platforms, you are missing out. The Asia-Pacific region (APAC) is home to some of the world’s largest digital communities, with platforms that shape consumer behavior, online culture, and purchasing trends at enormous scale. From beauty and fashion to gaming and e-commerce, many online trends and consumer behaviors gain traction in APAC platforms before appearing more broadly in Western digital spaces. Yet many brands still overlook this data. And with only 25% of marketers saying they truly understand their audiences,…

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27

New in Edge for Business: AI for work, safe from day one (opens on the source site)

TL;DR: Edge for Business adds agentic browsing in limited preview, a Copilot-inspired new tab page, and mobile availability for multi-tab reasoning and YouTube summarization. These experiences are built on a secure enterprise browser foundation w The post New in Edge for Business: AI for work, safe from day one appeared first on Microsoft Edge Blog.

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28

New updates to Edge across desktop and mobile (opens on the source site)

Edge just made it easier to go from first tab to final plan, wherever you go. Your favorite Copilot experiences, plus new ones, are now available directly in Edge on desktop and, for the first time, in the Edge mobile app. This includes capabilities The post New updates to Edge across desktop and mobile appeared first on Microsoft Edge Blog.

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30

From SSH to REST: A Security-Driven Modernization of Slack’s EMR Data Pipelines (opens on the source site)

Excerpt By 2024, Slack’s data platform had accumulated 700+ SSH-based operators orchestrating critical data pipelines. We’re talking daily search indexing that processed terabytes of data, analytics jobs powering business intelligence, the whole shebang. Every single one of these jobs required direct SSH access to production AWS Elastic MapReduce (EMR) clusters. We had a massive security…

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32

Prioritizing What Matters: Bringing CVE Intelligence to Splunk (opens on the source site)

I spend a significant amount of my time thinking about EPSS, CVSS, and the inherent gaps in how we prioritize vulnerabilities. We all know the drill: a 9.8 CRITICAL that remains unexploited shouldn’t jump the line ahead of a 7.5 HIGH that is being actively used in the wild. Closing that gap between theoretical severity ... Read more

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33

Managing context in long-run agentic applications (opens on the source site)

Excerpt In complex, long-running agentic systems, maintaining alignment and coherent reasoning between agents requires careful design. In this second article of our series, we explore these challenges and the mechanisms we built to keep teams of agents working productively over long time spans. We present a range of complementary techniques that balance the conflicting requirements…

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34

From Custom to Open: Scalable Network Probing and HTTP/3 Readiness with Prometheus (opens on the source site)

The Problem: Legacy Tooling and Its Limitations Currently, Slack utilizes a hybrid approach to network measurement, incorporating both internal (such as traffic between AWS Availability Zones) and external (monitoring traffic from the public internet into Slack’s infrastructure) solutions. These tools comprise a combination of commercial SaaS offerings and custom-built network testing solutions developed by our…

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35

Protect your enterprise from shadow AI and more: Announcements at RSAC 2026 (opens on the source site)

AI has changed how—and where—work happens. Many of today's security risks occur inside the browser, where traditional controls can fall short. At RSAC 2026, we're highlighting strengthened Edge for Business capabilities designed to secure AI usag The post Protect your enterprise from shadow AI and more: Announcements at RSAC 2026 appeared first on Microsoft Edge Blog.

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36

How Slack Rebuilt Notifications 📣 (opens on the source site)

Introduction 🔔 At Slack, notifications are how teams stay in the loop, but they can also become overwhelming when not designed with intention. Our goal was to make staying informed feel effortless. We set out to rebuild one of Slack’s most complicated systems from the ground up by bringing calm, consistency, and clarity to the…

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38

Launching Interop 2026 (opens on the source site)

The Interop Project is a cross-browser initiative to improve web compatibility in areas that offer the most benefit to both users and developers. The group, including Apple, Google, Igalia, Microsoft, and Mozilla, takes proposals of features that are well defined in a sufficiently stable web standard, and have good test suite coverage. Then, we come […] The post Launching Interop 2026 appeared first on Mozilla Hacks - the Web developer blog.

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40

Persisting nested form attribute indexes through Turbo updates (opens on the source site)

Introduction We recently encountered an interesting problem when using Turbo Streams to update part of a complex nested form in FreeAgent’s main Ruby on Rails web application. For those unfamiliar, nested forms allow a user to enter data relating to both a main parent object and its associated objects. This could be, for example, a […]

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41

2025 CVE Data Review (opens on the source site)

2025 set a new baseline with 48,185 published CVEs. While the sheer volume is climbing, the median CVSS score remained surprisingly stable. We are seeing a distinct shift toward web application flaws (specifically in the CMS ecosystem) and a wider distribution of vendors, proving that vulnerabilities are spreading deeper into the supply chain. This massive growth ... Read more

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42

Streamlining Security Investigations with Agents (opens on the source site)

Slack’s Security Engineering team is responsible for protecting Slack’s core infrastructure and services. Our security event ingestion pipeline handles billions of events per day from a diverse array of data sources. Reviewing alerts produced by our security detection system is our primary responsibility during on-call shifts. We’re going to show you how we’re using AI…

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45

A New Era of Transparency for CVE Data Quality (opens on the source site)

I’m incredibly excited to finally share something I’ve been pouring my heart into at RogoLabs. For those of you who caught my talk at BSidesLV, you got a sneak peek, but today it’s official: CNAScorecard.org is live! For years, the CVE program has been our shared language for identifying vulnerabilities. But lately, we’ve all felt ... Read more

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46

Vegas Bound for Security Summer Camp! (opens on the source site)

It’s that time of year again! The first week of August means my annual trip to the desert for “Security Summer Camp”—the whirlwind of BSides Las Vegas, Black Hat, and DEF CON. It’s always an exhausting but amazing week, and I can’t wait to dive in, catch up with everyone, and talk about what I’ve ... Read more

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47

2024 CVE Data Review (opens on the source site)

2024 brought unprecedented growth in CVE data, so I figured it would be appropriate to start the new year by exploring these statistics and highlighting some of the more intriguing data points. CVEs By The Numbers We ended 2024 with 40,009 published CVEs, up over 38% from the 28,818 CVEs published in 2023. CVEs By Month Month ... Read more

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48

Celebrating 25 Years of CVE’s (opens on the source site)

The Common Vulnerabilities and Exposures (CVE) program, launched in late October 1999, has not only marked its presence but has become a pivotal force in shaping how we perceive and manage cybersecurity threats. A Journey Through Time The CVE program emerged as a beacon, standardizing how vulnerabilities are identified, shared, and mitigated. From its inception ... Read more

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49

Semantically Compress Text to Save On LLM Costs (opens on the source site)

Introduction Large language models are fantastic tools for unstructured text, but what if your text doesn’t fit in the context window? Bazaarvoice faced exactly this challenge when building our AI Review Summaries feature: millions of user reviews simply won’t fit into the context window of even newer LLMs and, even if they did, it would […]

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