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The separation of designers and developers reduces creativity and creates friction in the design process. This divide forces designers into a shrinking role, focusing on visuals while developers handle functionality, leading to annoying hand-offs and slow iteration. A better approach is to use tools built on HTML and CSS with visual interfaces that can unite design and development.
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React 19.2 is now available, with new features like Activity components for controlling and prioritizing app sections, useEffectEvent for managing event logic in effects, and cacheSignal for cache lifetime awareness in React Server Components. Performance Tracks are added to Chrome DevTools to give more insights into React app performance, and Partial Pre-rendering is introduced for pre-rendering static parts of apps.
Cursor 1.7 introduces several new features and improvements, including Agent Autocomplete, Hooks for customizing Agent behavior, and team rules for consistent project management. Shareable deeplinks for prompts are now available in beta, allowing for easier sharing of workflows and instructions. Commands now execute in a sandboxed environment for better security, and users can monitor Agents from the menu bar.
This is a deep dive into Swift's reference counting mechanism, explaining how strong, weak, and unowned references are implemented at the bit level within the Swift Runtime. It explains how strong references use inline bit counting and may use a side table when counts overflow or weak references exist. Weak references are slower due to indirection and potential cache misses from accessing a side table, while unowned references offer better performance but can lead to crashes if accessed after deallocation, keeping zombie memory alive.
DoltHub tested Go's experimental Green Tea garbage collector, which is supposed to improve performance by scanning objects based on their memory location to improve cache locality. Despite running comprehensive benchmarks with their Dolt database using both single and multi-threaded workloads, they found basically identical performance between the standard garbage collector and Green Tea, with no meaningful differences in throughput, median latency, or latency distribution. The results align with the Go team's own findings that most real-world applications don't see significant performance improvements from Green Tea, and if anything, it appeared to be a slight regression in garbage collection performance for their use case.
Over-engineering often comes from misguided intentions, misaligned incentives, and a desire to build for hypothetical future needs rather than solving present problems.
The TypeScript codebase still uses `var` statements despite their drawbacks due to the performance benefits gained by avoiding the Temporal Dead Zone (which prevents accessing variables before their declaration with `const` and `let`).
Like a car, software requires ongoing maintenance, monitoring, and eventual rebuilds to remain functional and valuable.
Funnily, CSS can be used to simulate the effects of being drunk on a website's interface as a way to highlight accessibility issues.
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The 2025 Security Awareness Report [4] provides essential benchmarks to measure program maturity, reduce risk, and embed security into your culture. This year's findings spotlight social engineering, AI misuse, and workforce challenges as top human risks.
Broadcom has patched two high-severity VMware NSX vulnerabilities (CVE-2025-41251 and CVE-2025-41252) reported by the NSA, both involving username enumeration flaws in password recovery mechanisms that allow unauthenticated attackers to identify valid usernames for potential brute-force attacks. These vulnerabilities affect VMware NSX, a critical networking virtualization solution widely used in enterprise private and hybrid cloud environments, making them attractive targets for state-sponsored hackers and ransomware groups that frequently exploit VMware products. Security professionals should immediately apply the available patches and review their VMware infrastructure for other recent vulnerabilities, as this follows a pattern of actively exploited VMware zero-days throughout 2025, including those used by Chinese state actors and disclosed at security conferences.
Volvo has reported that a hack of a third-party IT company, Miljödata, impacted it. The attackers breached the company's Adato support system for rehabilitation and Novi support system for HHR personnel notes. The Volvo Group stated that the incident impacted its employees' names and SSNs.
Security researchers discovered a wormable vulnerability in the Bluetooth Low Energy (BLE) Wi-Fi configuration interface used by several Unitree robots, which could result in remote code execution. Unitree robots utilize an initial BLE connection to facilitate the setup of a Wi-Fi connection. However, the encryption keys for the packets that the robot accepts were published on X. The researchers discovered that if an attacker encrypts the word “unitree” with these keys, the robot will allow them to inject arbitrary code masquerading as the Wi-Fi SSID and password, which will then be executed when the robot tries to connect to Wi-Fi.
1 in 5 websites built on "vibe coding" platforms (no-code/low-code tools) expose sensitive secrets, with 25,000 leaked API keys found across 130,000 scanned sites, including a surge in AI platform credentials (72% Google Gemini, 14% OpenAI) and 16,000+ Firebase backend keys. The root cause is non-technical users following tutorials that embed API keys directly into client-side code without understanding the security implications, creating opportunities for credential theft and unauthorized service usage. Security teams should implement continuous threat exposure management (CTEM) to monitor citizen developer activities, while platforms need pre-publish secret scanning and better secret management features to prevent these exposures.
In July, BleepingComputer reported that the Akira ransomware operation was exploiting SonicWall SSL VPN devices to breach corporate networks. SonicWall eventually linked the attacks to an improper access control flaw that was patched and disclosed in late 2024. Security firm Arctic Wolf now reports an ongoing campaign against SonicWall firewalls, where threat actors are successfully logging into accounts even when one-time passwords (OTPs) are enabled. Google Threat Intelligence Group suggests that the attackers may have harvested the OTP seeds earlier and waited to use them.
Threat actors have been exploiting APIs on over 572 Milesight industrial cellular routers to send smishing campaigns targeting European users since February 2022, with a primary focus on Belgium. The messages impersonate government services, including CSAM (the central system for identity and access management for the government's online services) and eBox. The attackers leverage CVE-2023-43261 and exposed APIs to remotely send SMS messages without authentication, utilizing routers as a distributed infrastructure across multiple countries to evade detection and enable mass phishing campaigns, with over 40,000 messages sent to Swedish and Italian numbers in a single campaign. Security professionals should audit cellular router configurations for exposed SMS APIs, implement authentication requirements, update firmware to versions beyond the vulnerable 32.x and 41.x versions, and monitor for unusual POST requests to /cgi endpoints. Additionally, they should educate users to scrutinize unsolicited SMS messages that contain shortened URLs or use urgent language.
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The FLARE team has released a new tool called QuantumStrand (qs) as part of its FLOSS suite. qs is a static string analysis tool that extracts tags and presents strings within the hierarchical context of a file's structure.
Descope provides a no-code/low-code external IAM platform that supports user, business customer, partner application, and AI agent identity management, delivering comprehensive visibility and preventing account takeover.
sbomify is a Software Bill of Materials (SBOM) and document management platform that can be self-hosted. The platform provides a centralized location to upload and manage your SBOMs and related documentation, allowing you to share them with stakeholders or make them publicly accessible.
The Cybersecurity Information Sharing Act of 2015 expired on September 30 due to a government shutdown, removing critical liability protections that enabled private sector cybersecurity threat information sharing with the government and peers. Without these legal safeguards, organizations now face potential antitrust violations, FOIA disclosure risks, and loss of trade secret protections when sharing threat intelligence, significantly reducing real-time threat visibility across critical infrastructure sectors. Security professionals should immediately consult with legal counsel before engaging in any threat-sharing activities and may need to revert to pre-2015 bilateral agreements, where available, as the timing for congressional reauthorization remains uncertain.
Phantom Taurus is a Chinese state-sponsored APT group targeting government and telecom organizations across Africa, the Middle East, and Asia for espionage aligned with PRC interests. Evolving from email attacks to database targeting, it utilizes custom tools like the NET-STAR malware suite, which includes three fileless .NET backdoors (IIServerCore, AssemblyExecuter V1/V2), to compromise IIS web servers. It employs evasion tactics such as AMSI and ETW bypasses. Security teams should watch for TTPs such as timestomping, fileless execution within w3wp.exe, and ASPX web shells, including OutlookEN.aspx, while managing threat exposure to detect infrastructure sharing among Chinese APT groups.
A critical vulnerability (CVE-2025-10725) has been identified in Red Hat OpenShift AI that allows authenticated attackers to escalate privileges and potentially compromise entire cloud environments. Versions 2.19, 2.21, and RHOAI are affected. Red Hat recommends limiting permissions, especially for system groups, and suggests granting job creation rights only to specific users or groups to minimize risk.
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Tired of babysitting your firewall? Intrusion Shield for AWS uses 30+ years of threat intelligence to auto-generate rules, block risky
Apple has introduced a "Display Pulse Smoothing" setting in iPhone 17 that addresses PWM flickering-induced eyestrain by enabling DC dimming as an alternative to pulse width modulation for OLED brightness control at low brightness levels below 25%.
A new privacy protection act, aiming to stop the sale of personal information and better shield Americans from stalking and violence, was blocked in the Senate by Ted Cruz.
WestJet, Canada's second-largest airline, experienced a significant data breach exposing the personal information of 1.2 million passengers, including names, birth dates, addresses, and travel documents, in a cyberattack attributed to the Scattered Spider group, known for its social engineering tactics.
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Mirage Studio's latest update gives you DIRECTOR-LEVEL CONTROL. Use AI to generate totally customizable videos for any goal or message.
Sora is already filled with deepfakes of Sam Altman in surreal scenarios, from serving Pikachu drinks to stealing Nvidia GPUs. The app's defining feature is a “cameo” system that lets users upload biometric data to generate realistic deepfakes of themselves and others. Despite parental controls and user permissions, Sora enables mass creation of highly convincing synthetic content.
Meta will begin using interactions with its AI tools to personalize content and ads on Facebook and Instagram starting December 16. The change applies only to those who use Meta AI, and users cannot opt out. Conversations through voice or text will be combined with existing data, such as likes and follows, to shape recommendations, though sensitive topics like religion, health, or political views will not be used for ads. Meta AI currently has 1B monthly active users. The rollout will exclude the UK, the European Union, and South Korea.
This study found no evidence that AI has significantly disrupted the US labor market since ChatGPT's release in 2022. While the occupational mix has shifted slightly faster than in past periods, these changes largely predate gen AI and mirror historical patterns. Employment, unemployment, and industry-level shifts show no clear link to AI exposure, automation, or augmentation.
Video ads that are 10 seconds or shorter drive stronger results at a lower cost than longer ads. In a study of 59,988 TV ad airings and 25,000+ Facebook ad impressions, ≤10 second ads generated 3x more engagement on Facebook, up to 40% more website traffic on TV, and similar sales compared to longer ads. Shorter ads would also save $285,300 in airtime and generate 192,000 more site visits if aired 100 times on TV instead of 15 second ads. Effectiveness increases when brands are mentioned early, with traffic rising 34.1% compared to waiting until the end.
Many brands still optimize for SEO or REO while AI assistants give binary outcomes where a brand is either cited or invisible. For example, a press release can be ignored by ChatGPT if it is not structured correctly, even if it ranks well in Google. A better approach is to create schema-rich FAQs, semantic headlines, and backlinks to authority pages while earning mentions in media and forums. This ensures AI systems recognize the brand and include it in answers, not just rank it on a page.
This guide outlines a 3-step content system. Step one is to post ideas you care about, not ones you feel forced to make. Step two is to build a habit of logging every idea immediately using tools like Notes. Step three is to keep it simple and repeatable with a workflow of create, edit, and post.
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This webinar on October 8 will show how GTM teams can turn LinkedIn into a revenue channel using AI workflows and automations. It covers building an AI-assisted LinkedIn system, creating on-brand content, running a predictable lead-generation pipeline, establishing engagement routines, and automating funnel handoffs to convert reach into qualified leads.
Gmail is giving subscribers more control and surfacing emails based on engagement rather than send time. The new ‘Manage Subscriptions' view lists each sender with a snapshot of how often they send messages. The ‘Purchases' tab organizes receipts and delivery messages into a scannable format that rewards transactional clarity. In the ‘Promotions' tab, Gmail is using machine learning to push relevant offers to the top while generic campaigns drop out of view. These changes support a cleaner inbox and force email programs to compete on usefulness and timing.
This article describes how to use neuroscience to build real brand preference. The first mechanic is immersion. Identify where users interact with the brand and make those moments emotionally rich. This could be a scented store, tactile packaging, or a sensory-rich waiting experience like Disney's Rise of the Resistance queue. The second mechanism is neural coupling. Brands that tell stories that reflect customer identity build loyalty without selling. The third mechanic is subconscious priming. Repetition of a distinct color, sound, or phrase wires emotional associations over time.
Lagging metrics measure outcomes but are slow to respond. Leading metrics give directional signals but need interpretation. Most teams over-index on lagging metrics like NPS or revenue per user because they feel more concrete and definitive. However, these often come too late to guide action. Marketers can build better dashboards by pairing each lagging metric with 2 to 3 leading ones. For example, tie conversion rate to DAUs or time to first value. This dual tracking helps steer strategy in real time and spot issues like churn or underused features quickly.
Use internal and public data sources to identify when your target audience has experienced multiple failed solutions, used emotional language, or tried broken workarounds.
A well-designed footer includes navigation to key website sections, an unsubscribe link, social proof, and preference management.
The list includes Social Media Week in NY, Content Marketing World in Denver, and ANA Digital in LA.
OpenAI's Sora 2 has upgraded photorealistic video capabilities. It allows users to generate cameos of themselves and others in videos - this feature will require users to make a one-time video and audio recording of themselves to verify their identity. The company has launched a new Sora app, which has a social platform for users to share, remix, and discover AI-generated videos. The social platform will have an algorithmic feed that displays videos tailored to users' interests based on who they interact with and the topics they might engage with.
Amazon's fall hardware event featured updates to the Echo, Kindle, Fire TV, Ring, Blink, and Alexa+. This article covers everything announced at the event along with photos and videos of the products in action. All of the new devices will support Alexa+ out of the box. The updated assistant is able to hook into all manner of devices and services. New abilities will be available soon through the Alexa+ store.