Schema by Figma unveiled updates focused on design systems, including Extended collections for multi-brand management and Slots for customizable components launching in November. The Figma MCP server now brings Figma context to AI development tools, expanding to Starter plans with six free monthly calls. Additional features include npm package imports for Make prototypes, expanded variable modes (up to 20 for Organization plans), and JSON import/export for variables.
Adobe launched Firefly 5, its latest AI image generation model, featuring native 4MP resolution, enhanced human rendering, and new prompt-based layered editing capabilities that let creators modify specific elements without regenerating entire images. The company is also expanding Firefly to include third-party models from partners like Topaz and ElevenLabs, while making Firefly Custom Models available to all creators through a private beta waitlist. These announcements were made at Adobe Max 2025, where the company emphasized commercially safe AI tools designed to enhance creative productivity across images, video, and audio.
Grammarly has rebranded as “Superhuman” following its July acquisition of the email client by the same name. It will keep the Grammarly product name intact for now. Alongside the rebrand, the company has launched an AI assistant called Superhuman Go, which integrates with tools like Gmail, Google Drive, and Jira to offer writing help and perform productivity tasks.
Perplexity's AI browser Comet succeeded by deliberately copying Chrome's familiar interface rather than innovating with radical new designs like Arc and Dia, which struggled with user adoption. The strategy follows Jakob's Law (users prefer products that work like ones they already know), allowing people to switch browsers without learning new interactions while quietly integrating AI features. Instead of pursuing original design for novelty's sake, Comet prioritized invisible ease and useful functionality, proving that copying familiar patterns and then innovating subtly often beats flashy redesigns that create friction.
At Adobe Max 2025, Adobe announced it's opening its Creative Cloud apps—like Photoshop and Premiere Pro—to third-party AI models, including Google's, emphasizing “choice” over exclusivity to Firefly. The company also unveiled new AI video, music, and voice tools, chat-based assistants, and tighter YouTube Shorts integration, aiming to keep creators inside Adobe's ecosystem as AI reshapes creative work.
Human-level AI could arrive within the next decade, potentially displacing billions of workers and triggering global economic and social disruption. Designers and strategists should act now by influencing policy, promoting preparedness, and shaping a future that safeguards human dignity, purpose, and social stability.
10Web's AI Builder helps users build or recreate any website with AI in minutes. Customize it with the Elementor-based drag-and-drop editor.
Transform your ideas into captivating videos with just a few clicks. Hailuo Video harnesses advanced AI technology to generate high-quality videos.
Explore how designers found their path into tech or share your own to inspire others.
AI capabilities enable solutions to longstanding UX problems by leveraging models' strengths rather than just adding chat interfaces to existing applications. Instead of empty states and tutorials, AI can generate working content that immediately engages users and supports learning through editing. Natural language understanding enables conversational search to replace complex filtering systems, while AI's ability to process unstructured inputs, such as images or PDFs, eliminates traditional form-filling requirements by automatically extracting and structuring data.
Fermento is a fermentation-tracking app that applies HACCP (Hazard Analysis and Critical Control Points) food safety frameworks to home fermentation projects, treating the process as monitored infrastructure rather than simple cooking. The app uses phase-based state machines to evaluate measurements such as pH and humidity against context-specific constraints, automatically flagging deviations and generating compliance documentation for high-risk ferments like cured meats while remaining useful as a simple diary for forgiving projects like sauerkraut. Unlike typical software optimized for uptime and consistency, the system is designed around controlled drift and variance, tracking trends over time to help fermenters distinguish between harmless fluctuations and dangerous deviations.
When joining a company that's lost faith in UX, the challenge isn't fixing bad design—it's rebuilding broken trust. To restore credibility, designers must understand why stakeholders became disillusioned, align UX work with business goals, deliver consistent small wins, and communicate impact in terms of value—like revenue or efficiency—rather than design metrics.
2025.10.30·dataanddesign.substack.com·7 min read·TLDR Design AI primarily accelerates early-stage creative work, such as research and concepting, but cannot replace human judgment in distinguishing good ideas from poor ones.
Guatemalan artist Niclas M. (Monkeymouthart) creates kitsch and lowbrow illustrations featuring vibrant colors, surrealism, and playful pop culture references using both traditional and digital methods.
True speed in design isn't about rushing—it's about rapidly turning ideas into tangible results that drive alignment and progress.
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Today's engineering teams face mounting pressure: fragmented tools, context switching, and information silos are eroding productivity and creativity.
2025.10.30·atlassian.com·Sponsor·TLDR Dev Developers often prematurely adopt complex technologies like Kafka when Postgres would suffice. Benchmarks show Postgres' impressive scalability for both pub/sub messaging and queueing, often meeting the needs of most organizations. Despite concerns about scaling, the article shows Postgres' scalability and suggests that many projects have ample time to migrate if necessary.
2025.10.30·topicpartition.io·34 min read·TLDR Dev A developer built the same Kanban app 10 times to evaluate mobile performance, finding that next-gen frameworks (Marko, SolidStart, and SvelteKit) delivered 35-39ms load times with bundles 4-6x smaller than Next.js, which shipped 176.3 kB compressed and loaded in 467ms. It was found that React has an unavoidable performance ceiling, since TanStack Start with React delivered 118.2 kB compressed versus 60.4 kB with Solid using identical infrastructure, proving React's runtime adds 2x overhead.
2025.10.30·lorenstew.art·45 min read·TLDR Dev OneUptime migrated from AWS to bare-metal two years ago, and they are now saving $1.2M/year. The migration involved running MicroK8s + Ceph with high availability, improving latency, and reinvesting savings into AI servers. They found bare metal cheaper than AWS after factoring in all costs, including bandwidth and control plane fees, and despite initial concerns, reliability improved.
2025.10.30·oneuptime.com·9 min read·TLDR Dev uv, a new open-source Python package manager, makes Python installation and dependency management much easier. uv can install Python versions, manage virtual environments, and resolve dependency conflicts faster and more efficiently than other tools.
2025.10.30·emily.space·6 min read·TLDR Dev Developers are leaving Next.js for TanStack Start due to frustration with Next.js's growing complexity, constant changes, and tight coupling with Vercel's platform. TanStack Start feels more appealing because it feels closer to vanilla React with less “magic,” offering type-safe routing, integrated server functions, and flexible deployment without vendor lock-in.
2025.10.30·appwrite.io·8 min read·TLDR Dev Sponsored
Data-driven organizations require an agile, cloud-native database to support modern cloud infrastructure and application architectures. DISTRIBUTED SQL DATABASES FOR DUMMIES [11] provides a detailed explanation of how to meet today's cloud-native, GenAI, and retrieval-augmented generation (RAG) application demands using a
2025.10.30·cursor.com·5 min read·TLDR Dev Emoji-Regex provides a regular expression to match all emoji symbols and sequences based on the Unicode Standard. It was built using `emoji-test-regex-pattern` and can be easily updated with new Unicode emoji releases, guaranteeing deterministic results.
2025.10.30·github.com·GitHub repository·TLDR Dev Paul Mockapetris invented DNS to map domain names to IP addresses, creating a centralization point in the Internet. There was a domain gold rush where early investors registered domains for free and later sold them for millions (like sex.com for $12 million). This article covers ICANN's 1998 creation to govern TLDs, how registries bid for TLD rights in auctions (Google paid $25 million for .app), and dramatic geopolitical domain stories, like one about Yugoslavia's .yu domain, which was literally stolen when scientists cut network lines with scissors during the country's breakup.
2025.10.30·dotcom.press·12 min read·TLDR Dev Recurring disasters in microservice architectures are usually due to four specific problems: having more services than engineers, poorly designed gateway layers, unconstrained technology sprawl, and architectures mirroring organizational charts rather than domains. Distributed systems, including emerging AI agents, still suffer from fundamental challenges like latency and observability.
2025.10.30·world.hey.com·8 min read·TLDR Dev Meta's Llama 3.2 1B model is a useful, lightweight coding assistant for development work. It's not as bad as critics claim. However, it can't handle agentic coding and produces functional but imperfect code, constantly requiring manual fixes. Llama is best for simple projects like todo apps.
2025.10.30·blog.logrocket.com·11 min read·TLDR Dev A Microsoft Azure outage, caused by an inadvertent configuration change, disrupted numerous services, including Microsoft 365 and Xbox, and impacted other companies like Starbucks and Alaska Airlines.
2025.10.30·theverge.com·5 min read·TLDR Dev Minecraft: Java Edition is removing code obfuscation to make modding easier for creators, starting with the first snapshot after the Mounts of Mayhem launch.
2025.10.30·minecraft.net·7 min read·TLDR Dev Google's plan to require mandatory registration for Android app developers, including fees, identification, and app information, downgrades the platform's openness and users' freedom to install software.
2025.10.30·keepandroidopen.org·Tool·TLDR Dev Software engineers who have survived strokes should prioritize self-care, workload management, and use legal protections and AI to accommodate cognitive limitations.
2025.10.30·blog.j11y.io·4 min read·TLDR Dev Sponsored
Every AI tool in your organization touches sensitive data—customer names, financial records, and more. One wrong move, and you could be facing a compliance nightmare. With Airia [4], you don't have to choose between innovation and governance.
RedTiger, an open-source Python-based infostealer repurposed by cybercriminals, targets Discord gamers (especially French-speaking users) to steal authentication tokens, payment information, browser credentials, cryptocurrency wallets, and webcam images while modifying Discord to maintain persistent access even after password changes. The malware evades detection by shutting down when it detects security tools, employs "mass file and process spamming" (creating 100 random files and launching 400 programs to hinder forensic analysis), and exfiltrates stolen data via GoFile with Discord webhook notifications to attackers. Security professionals should implement multi-factor authentication on Discord accounts, avoid downloading software from unverified sources, and recognize that legitimate security testing tools are increasingly weaponized for credential theft campaigns.
LG Uplus, one of South Korea's largest telecom operators, has reported a suspected data breach to Korea's national cybersecurity watchdog KISA, but did not say when the results of its investigation would be available. All three major Korean telcos have faced recent cyber incidents, raising concerns about the country's digital defenses.
Japanese advertising giant Dentsu has revealed that its subsidiary, Merkle, suffered a data breach that exposed sensitive information about clients, suppliers, and employees. The breach was detected following abnormal activity on Merkle's network, leading to some systems being shut down.
Researchers demonstrated that machine learning can significantly enhance acoustic side-channel attacks by analyzing keyboard typing sounds to reconstruct typed text with high accuracy, exploiting acoustic emanations from physical keystrokes captured via microphones or smartphones. The attacks leverage ML models trained on keystroke audio patterns to classify individual key presses, achieving reconstruction rates that pose realistic threats to password and sensitive data entry in shared or public spaces. Security professionals should educate users about acoustic eavesdropping risks in public environments, consider acoustic shielding for sensitive areas, and promote authentication methods less vulnerable to acoustic side-channels like biometrics or hardware tokens, rather than typed passwords.
An exploration of Almanax, Corgea, and ZeroPath Security's AI SAST capabilities. The post uses three steps in its evaluation: code retrieval and indexing, code scanning, and false positive detection, deduplication, and severity rating, along with some miscellaneous items like the ease of using the UIs. The author concludes that ZeroPath is the best out of the products tested, followed by Corgea and Almanax.
PromptLock is a proof-of-concept malware developed by NYU researchers to operate autonomously using an LLM hosted by the researchers. The author of this post wanted to experiment with building a post-exploitation tool that leverages the LLM included in Microsoft's Copilot+ PCs to create malware that's not dependent on a Command and Control (C2) Server. By providing the malware with tools to identify, modify, and restart vulnerable services, they were able to exploit two services using the LLM in a test environment.
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At Persona, we've seen deepfake attacks surge 50x, yet 85% of CISOs say they lack GenAI-ready incident response plans. Workforce security is no longer about _if_ you'll be targeted, but whether you're prepared.
Cloudflare and Chrome are testing Merkle Tree Certificates (MTCs) to improve post-quantum signature performance, which are 20 times larger than current ECDSA signatures (ML-DSA-44 signatures are 2,420 bytes vs 64 bytes for ECDSA-P256). MTCs reduce TLS handshakes to one signature, one public key, and one Merkle inclusion proof by batching certificates into Merkle trees with signed tree heads sent out-of-band to clients, compared to today's five signatures and two public keys per handshake. The deployment will use "bootstrap certificates" from trusted CAs to validate MTCs via certificate transparency, starting early 2026 with some Cloudflare and Chrome users to assess performance and ossification issues.
SockTail is a compact binary that connects a device to a Tailscale network and provides a local SOCKS5 proxy on port 1080. It is designed for red team operations, enabling network access to a target system without the need for complex port forwarding, persistent daemons, or noisy tunnels.
CyberRidge has developed a plug-and-play photonic encryption system that transforms transmitted data into encrypted optical noise. This shields data from interception, quantum analysis, and “harvest now, decrypt later” attacks, aiming for post-quantum secure data transmission.
A Beelzebub LLM-powered SSH honeypot successfully detected a genuine threat actor who downloaded Perl backdoor scripts from a compromised Joomla site. The attacker attempted to establish IRC-based command-and-control (C&C) connections using "rootbox PerlBot v2.0" on Undernet channels #rootbox and #c0d3rs-TeaM. Their tactics, techniques, and procedures (TTPs) included downloading malware to /tmp, attempting to escalate privileges with sudo, and deploying botnet agents that connected to ix1.undernet.org:6667 for C&C operations. Security teams can utilize LLM honeypots to gather real-time threat intelligence and disrupt botnets by analyzing malware configurations and reporting C&C infrastructure to hosting providers.
Germany's cybersecurity agency warns that over 90% of Exchange servers in the country are using software that no longer receives support or updates. This leaves thousands of organizations, including hospitals and public institutions, vulnerable to critical security threats and ransomware. Microsoft offers extended updates for a limited time, but officials urge urgent upgrades or migration to avoid total network compromise.
Zimperium researchers discovered over 760 malicious Android apps exploiting NFC and Host Card Emulation features to relay payment card data in real-time to attackers via 70+ command-and-control servers and Telegram bots, with fake banking apps impersonating Google Pay, VTB Bank, and Santander across Russia, Poland, Brazil and other countries to enable fraudulent tap-to-pay transactions without physical card access, prompting recommendations to download apps only from Google Play Store and implement stronger NFC permission controls.
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Security tends to look at threats trying to enter your network - but malicious outbound traffic can undo your entire security stack. READ
A 19-year-old California man faces federal charges for alleged involvement in the extremist "764" network, a Nihilistic Violent Extremist group focused on exploiting minors and collapsing social norms.