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The life cycle of an idea isn't a linear pipeline but a dynamic, cyclical process shaped by context, organizational climate, and constantly changing inputs. Success depends less on rigid frameworks and more on preserving the idea's story, letting learning guide decisions, and accepting that some ideas must die. Clarity, evidence, and adaptability should be maintained across teams, even as AI and other forces accelerate change.
Instories is a free online graphic design tool for creating, editing, and generating images, videos, and graphics with AI.
Turn your Lovable prototype into a real app with Momen. One prompt connects your UI to a visual backend with AI agents, user system, and business features.
UX Croissant is a curated selection of UX/UI tools, books, and podcasts. Empower your design journey with its community-driven insights and resources.
Nine disability tech startups showcased innovations, including ByStorm Beauty's snap-on makeup tool attachments and Possibility Neurotechnologies' $500 brain-computer interface that lets users control devices with thoughts, at Remarkable's 2025 Disability Tech Summit in Sydney. Other notable innovations included Field of Vision's haptic devices for following live sports, Rampey's autonomous AI-powered train ramps, and Hailo's app, which alerts bus drivers when passengers need to board. The accelerator, founded by Australia's Cerebral Palsy Alliance, highlighted solutions ranging from accessible wheelchairs and personal alarms to housemate-matching platforms.
David Kelley, founder of Stanford's d.school and design pioneer, built his career helping people rediscover their innate creativity. His approach centers on removing psychological blocks rather than teaching creativity, believing everyone has creative capacity that's often suppressed by discouraging experiences. Now considered essential to solving major problems alongside business and technology, human-centered design has moved from "the kids table to the adult table."
Aaron Preyer, a recent Eindhoven graduate, created Blooming Furniture—kinetic pieces that transform through pressure-sensitive mechanisms, like an ottoman that fans out into an armchair when sat upon.
A 3D scene created in Blender by Costa Rican artist Roque Vásquez R has gone viral for looking exactly like a 2D watercolor sketch of a house, revealing its 3D nature only when the camera moves.
A 1,700-year-old logo discovered on Roman glassware shows that branding existed long before the medieval period, signaling makers' identities and suggesting early consumer recognition and status value.
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Say hello to frictionless authentication for your iOS users! Clerk's Expo SDK now offers true native Sign in with Apple support [4], meeting Apple's requirements for third-party sign-in while providing a seamless experience focused on privacy and ease-of-use.
Geocodio, a geocoding service, experienced a $1,000 AWS bill due to unexpected data transfer charges through a NAT Gateway when syncing data to S3. The team learned that traffic between EC2 and S3, even within the same region, can route through the NAT Gateway and incur costs. The solution was to implement VPC Gateway Endpoints for S3, which provide a free, direct route, bypassing the NAT Gateway.
Next.js's Partial Prerendering (PPR) is a new rendering paradigm that optimizes performance by serving static parts of a page immediately while allowing dynamic components that need request data to render on the server. The first implementation in Next.js 14 used error throwing to detect request data access, but this caused issues with existing applications that had try/catch blocks and retry logic. The updated approach in Next.js 15 switches to a Promise-based system where request APIs like `cookies()` and `headers()` become asynchronous and return never-resolving promises during prerendering.
"Just JavaScript" is code that works without custom transforms, allowing devs to understand and refactor their code easily. Svelte and React are not "just JavaScript" due to their unique languages/semantics and custom transforms, respectively. However, Remix 3 adheres to this principle.
Traditional SaaS go-to-market strategies don't work for AI-native products. Unlike traditional SaaS, which focuses on perfect MVPs, narrow customer profiles, and monetization-first approaches, AI-native products require breaking these rules by launching imperfect products, building viral distribution channels first, and targeting broader early customer profiles who can provide feedback and social sharing. AI-native companies must prioritize building "omnipresent" distribution channels and momentum over traditional metrics like product-market fit and willingness to pay.
The AI boom is overhyped, potentially a bubble, and may not deliver on its grand promises, especially in design. While AI can be useful in small-scale applications, its implementation doesn't actually result in as many savings as expected. Instead, the true motive behind the AI frenzy is the acquisition of resources like land, energy, and water needed to power massive data centers.
In the meantime, check out another can't-miss event from Atlassian, focused on strategies to future-proof your engineering org: The modern
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New and exciting AI capabilities are helping developers unleash their creativity faster than ever. Having systems in place keeps AI outputs structured, useful, and reusable.
OpenAI's GPT-5.1-Codex-Max is an advanced agentic coding model built on an updated reasoning foundation and designed for long-running, detailed software engineering tasks. The model can operate across multiple context windows, enabling project-scale refactors and deep debugging sessions. GPT-5.1-Codex-Max is available in Codex.
FumaDocs is a documentation framework built on Next.js that uses TypeScript, MDX, and Tailwind CSS. It provides utilities, a UI, and features of Next.js App Router. FumaDocs includes built-in components and integrations, focusing on a user-friendly mobile responsive experience.
AI can be used to scam elderly people. These journalists successfully jailbroke AI models like Meta and Gemini to generate phishing emails, which were then sent to elderly participants, resulting in 11% being phished. The journalists also investigated real-world AI scam factories in Southeast Asia and found that victims were using AI chatbots to conduct scams.
NPM recently announced that all long-lived tokens are being revoked and new tokens will only be valid for a maximum of 90 days, creating challenges for automated publishing workflows. While the proper solution is to upgrade to trusted publishing (OIDC), a tool called "github-update-secret" automatically rotates secrets across all repositories to buy time until each project can be properly migrated. This tool iterates through all repositories with admin access and updates any matching secret names with new values.
Blame as a Service (BaaS) is a growing market where companies like McKinsey, Ticketmaster, and UMA absorb the negative backlash from unpopular decisions, allowing their clients to maintain a positive image while maximizing profits.
Linus Torvalds says that "vibe coding" is a positive entry point to programming, but unsuitable for production-level kernel development.
Growth methodology is a data-driven development approach used by monday.com's Growth team that differs from traditional software development by requiring engineers to think like product managers and validate ideas before perfecting them.
Open-source projects, often led by a single individual, should learn from Mastodon's example of gracefully transferring power to avoid the pitfalls of forever founder-led projects and guarantee long-term stability.
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You come to Reddit for expert recommendations. Now hear from the security experts working at Reddit, and learn how they're securing access for their team.
The RondoDox botnet is exploiting a flaw in the XWiki SolrSearch endpoint, using crafted HTTP GET requests to inject base64-encoded Groovy payloads that download and execute malware. The campaign appears to reuse previously identified infrastructure, meaning existing IOC blocklists should effectively mitigate the threat.
Austrian researchers discovered that all 3.5B WhatsApp users can be enumerated at a rate of 100M users per hour. The researchers used the WhatsApp Web interface to bulk add users and phone numbers and were able to extract phone numbers for all users, profile photos for 57% of users, and profile text for 27%. Meta implemented rate limiting to address this issue, but also stated that the data exposed was basic publicly available information.
WordPress security company WPScan discovered a vulnerability in the W3 Total Cache plugin that enables unauthenticated attackers to execute code by posting a comment with a malicious payload. A patch is available. WPScan is withholding proof-of-concept details until November 24 to give site owners time to update.
Deepstrike released a detailed security guide covering common pitfalls in Next.js applications, noting that while the framework includes strong default protections against template injection and XSS, developers can introduce risk through unsafe patterns like dangerouslySetInnerHtml or third-party templating engines. The guide highlights additional attack surfaces, including SSRF via the image optimization pipeline or misconfigured server actions.
ShadowRay 2.0 is a malware campaign targeting Ray, a popular open-source AI framework, to hijack powerful computing clusters and convert them into a global, self-propagating botnet. Attackers exploited legitimate orchestration features within Ray, enabling them to orchestrate compute jobs, steal data, launch DDoS attacks, and autonomously spread across organizations. Attackers quickly weaponized unpatched flaws and misconfigurations in Ray clusters that were mistakenly exposed to the internet.
SupaPwn is a multi-stage exploit chain affecting outdated Supabase environments, where weaknesses in privilege controls, host configurations, and cloud credential handling allowed attackers to escalate far beyond expected tenant-level permissions, even reaching infrastructure belonging to other customers. AI tooling accelerated reconnaissance and exploit development, helping researchers validate the chain quickly. Supabase and Lovable patched all affected systems within a day, limiting impact to a small set of outdated deployments.
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The latest research from Endor Labs [11] analyzed 10,663 GitHub repositories implementing MCP servers, along with large-scale testing of AI-generated dependency recommendations across major ecosystems. Download the report to see how AI coding agents are introducing a new layer of software supply chain risk. Get the _2025 State of Dependency
DetonatorAgent is a cross-platform Web API for detonating malware on VMs and collecting EDR logs.
AI-Powered CAPTCHA Solver is a Python CLI tool that uses LLMs to automatically solve various types of CAPTCHAs using an embedded Selenium browser.
Mate uses AI agents and reasoning models to automate security incident investigation and response in SOCs, reducing false positives and MTTR and enabling the SOC to learn and improve continuously.
Cloudflare has released its postmortem on the November 18 outage. The incident was traced to a database permissions change that caused oversized Bot Management feature files to be generated. Those files triggered repeated module crashes and widespread 5xx errors. The team initially suspected a DDoS attack, which delayed diagnosis and remediation.
ServiceNow's Now Assist AI agents can be manipulated through second-order prompt injection, where instructions passed between agents trigger unintended actions. Attackers can use this to escalate privileges, steal data, or redirect workflows. ServiceNow claims the behavior matches expected agent chaining, but organizations are urged to monitor agent interactions and harden guardrails.
A major cyber campaign dubbed "Operation WrtHug" has compromised around 50,000 outdated ASUS routers across Taiwan and Southeast Asia by chaining six known vulnerabilities. The activity resembles prior Chinese-linked campaigns. Researchers suspect the operation could support espionage, distinguishing it from traditional botnets by its stealthy data theft behavior.
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Adaptive Security—backed by OpenAI and a16z—stops AI powered social engineering through deepfake simulations, training, and risk scoring. Want to chat with a custom interactive deepfake of your boss?
Thunderbird 145 now includes native Exchange Web Services (EWS) support, allowing users to add Microsoft Exchange accounts without relying on third-party extensions.
Microsoft announced that it will integrate the popular Sysmon tool directly into Windows 11 and Server 2025 next year.
The US, UK, and Australia jointly sanctioned Media Land, a Russia-based bulletproof hosting provider accused of supporting major ransomware groups, including LockBit, BlackSuit, and Play.
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Marketers everywhere are feeling the pressure: launch more campaigns, ship them faster, and do it all with fewer resources.