Spangle AI, a Seattle startup founded by former Amazon executives, raised $15 million in Series A funding at a $100 million valuation to develop AI-powered technology that generates customized storefronts for online retailers based on traffic sources and shopping context. The platform adapts product selection and layout without relying on user history. Early enterprise customers, including REVOLVE and Steve Madden, have reported conversion increases up to 50% in the company's first nine months of operation.
The Milano Cortina 2026 design team—led by Raffaella Paniè—is shaping a brand that balances Olympic tradition with a vibrant, contemporary “Italian spirit” across everything from logos and posters to mascots, torches, and medals. The identity focuses on being dynamic, colourful, and modern while subtly reflecting heritage, often by simplifying designs and ensuring every element fits a coherent visual narrative.
Omnicom's merger with IPG in December 2024 eliminated roughly 4,000 jobs, marking a structural shift from promise-based branding to experience-driven value delivery. Three technological capabilities—contextual utility at scale, irreversibly shifted consumer expectations toward problem-solving over values alignment, and transparent markets that expose promise-delivery gaps—have rendered traditional advertising-era brand building obsolete. Brands now compete across products, ideas, and services, where service delivery has become the decisive factor that earns cultural authority, creates behavioral dependency through integrated utility, and generates compounding advantages.
2026.01.13·
brandingstrategyinsider.com·25 min read·TLDR Design
AI-assisted coding tools excel at building functional features quickly but often create technical debt by hardcoding values, skipping testing infrastructure, and ignoring future flexibility unless explicitly instructed otherwise. Successful vibe coding requires upfront systems thinking—asking questions about configurability, data sources, dependencies, and change management—before prompting AI to build anything. Without intentional architecture decisions, progressive feature additions compound problems through inconsistent logic, unhandled edge cases, and fragile structures.
Walkers has revealed its biggest logo redesign in 80 years, replacing the crisp-shaped symbol with a modern, sun-inspired logo that aligns it more closely with Lay's in the US. The change, the first major update since 1998, coincides with a new Hot Honey flavour and may hint that Walkers wants to expand beyond just crisps.
This web component automatically detects the gamut that contains your color. It features multiple color spaces, like sRGB, HSL, HWB, LAB, LCH, OKLCH, OKLAB, and more.
Neuroadaptive UX uses AI and brain-signal technology to create interfaces that respond in real time to users' cognitive and emotional states, particularly benefiting neurodiverse and marginalized populations who struggle with traditional one-size-fits-all designs. Systems can automatically simplify layouts during high cognitive load and adjust the difficulty in learning platforms based on attention signals. While promising for accessibility and personalization, neuroadaptive technology raises significant ethical concerns around privacy and data handling that require transparent user consent, clear communication about adaptations, and robust security measures.
UX researchers are transitioning from studying static interfaces to becoming architects of human-AI collaboration, actively shaping technology's future as AI rapidly integrates. A critical misalignment exists: 41% of AI investment targets areas workers don't want automated, leaving researchers to bridge the gap between technical feasibility and genuine human needs. The field is evolving toward skill rebundling across collaboration modes—from assistive AI to orchestrated sensemaking—with researchers leveraging distinctly human strengths like boundary spanning, problem reframing, and organizational catalysis.
Great post-production is meant to be invisible. Standard Projects built Microdot's new brand identity from the hidden technical language of filmmaking—edge codes, timecodes, grain, and editing tools—making the craft feel authentic and visible without breaking the illusion. The restrained, monochrome system and “Rendering Imagination” positioning show how a deep understanding of a client's world can create a distinctive identity that supports the work rather than overshadowing it.
Lego's Smart Brick, which features sound, light, and movement-responsive technology, has prompted swift backlash from play experts, who worry it could undermine children's imagination during traditionally analog play.
Ian Permana, an Indonesian illustrator and designer, creates vibrant, character-focused digital art that blends anime, gaming, and streetwear influences.
An illustrator created 80 live cat portraits at a Taiwan expo, refining his minimal style to capture personality quickly and inspiring plans for new formats like painting, 3D work, and merchandise.
Many developers know Docusign as "the signature thing." But under the hood, there's a complete platform [4] for building intelligent agreement workflows.
It's possible to "steal" or reconstruct any React component from a production website, even without access to its source code. React Fiber is an internal tree structure in the browser that exposes which components create specific DOM elements and what props they receive. You can generate a component's code by collecting multiple examples of a component's props and its resulting HTML and feeding it into an LLM.
A simple, effective architecture for AI agents is a standard filesystem and Bash tools. Since LLMs have a native understanding of code and Unix commands, agents can easily navigate and retrieve information from data structured as files, much like exploring a codebase. This approach overcomes the limitations of prompt stuffing and imprecise vector search by offering natural data hierarchies, exact retrieval, and minimal context loading.
LLMs like Claude frequently fail at date math, causing calendar errors in tools like gcalcli. Offloading calculations to deterministic scripts ensures accuracy. Developers can eliminate hallucinations and create reliable, repeatable AI workflows by updating CLAUDE.md instructions to execute code instead of manual reasoning.
Anthropic recently made a business blunder by closing a loophole that allowed customers to use their cheaper subscription models with popular third-party coding agents like OpenCode. This move alienated many paying customers who felt they were unjustly restricted from using a service they already purchased. OpenAI capitalized on this by officially supporting its own subscriptions within these same third-party agents.
Despite the rise of AI-assisted coding, there's no widespread evidence of increased developer productivity or business value. DORA data shows that only already high-performing teams see benefits, while AI often slows down inefficient ones. The key differentiator for high-performing teams is addressing development process bottlenecks by adopting continuous, small-batch software work with tight feedback loops.
Step-by-step guide to adding API key support using Clerk's new public beta. Covers generating cryptographically secure keys, hashing and storing them safely, validating requests in your Next.js API routes, and building a key management UI with rotation and revocation. Full code examples [11] included.
Claude Cowork is a new feature that extends Claude Code to allow anyone, not just developers, to interact with Claude by giving it direct access to files on their computer. This allows Claude to read, edit, or create files within a designated folder, completing tasks like organizing documents or drafting reports with enhanced agency.
Agent of Empires is a Rust-written terminal session manager for Linux and macOS. It functions as a wrapper around tmux, creating a separate tmux session for each AI coding project and ensuring sessions persist reliably. The tool has a TUI dashboard for visual session management, including creation, attachment, detachment, deletion, and group organization.
The actual costs of building the AI-powered MVP for a new product, Lazyweb.com, was $19,100. This included a $13,000 domain name and over $3,000 spent on various AI models and services like OpenAI.
The LLVM project has various long-standing issues like insufficient review capacity, significant code churn, lengthy build times, and fundamental IR design flaws.
The "Norway problem" in YAML, where the country code "NO" is incorrectly parsed as `false`, comes from implicit boolean typing in older v1.1 specifications that was removed in v1.2, but remains prevalent in 2026 because many popular libraries still adhere to the older standard.
Bitwarden surveyed IT managers and enterprise users to find out what actually drives password manager adoption. The biggest factor? Leadership directives.
Trend Micro patched three vulnerabilities in Apex Central on-premise, including a critical RCE flaw in LoadLibraryEX (CVE-2025-69258, CVSS 9.8) that allows unauthenticated attackers to execute code as SYSTEM by loading malicious DLLs. Tenable disclosed the vulnerabilities along with PoC exploit code after discovering them in August. Organizations running Apex Central below Build 7190 should apply the critical patch immediately and restrict remote access to management consoles.
CISA has ordered government agencies to secure their systems against a high-severity vulnerability in the Gogs alternative for GitHub. The remote code execution (RCE) vulnerability is caused by a path traversal weakness in the PutContents API that allows attackers to bypass protections implemented for a previous RCE bug. Attackers can exploit the vulnerability by creating symbolic links that point to system files and then using the PutContents API to write data to those files via the symbolic links.
Apex Legends players experienced disruptions during live matches over the weekend as threat actors hijacked their characters, removed them from matches, and changed their nicknames. Players theorized that a threat actor obtained access to an administrative panel for the game. Apex Legends publisher Respawn stated that it had remediated the security incident and that the attackers were unable to access sensitive files or execute code on victims' devices.
Claude Code was found to execute arbitrary system commands without explicit user approval through eight distinct techniques that bypassed its command-safety mechanisms. These issues stemmed from fragile regex-based blocklists on “safe” commands like man, sort, sed, git, xargs, and rg, plus subtle Bash variable expansion tricks that hid real payloads. An attacker could turn supposedly read‑only operations into command execution paths by abusing lesser-known flags and prompt-like variable expansion. The problems were ultimately fixed by moving from a blocklist-first design to a stricter allowlist model in Claude Code v1.0.93.
Modern AI agents often treat model outputs as fully trusted inputs to tools, creating a dangerous gap between text strings (the map) and what the underlying system actually does (the territory). Attackers exploit this by encoding malicious behavior in paths, URLs, or shell commands that pass superficial checks but resolve to sensitive files, internal services, or injected commands at execution time. Robust defenses require layered, deterministic guards: semantic validation that interprets arguments as the system will, and execution-time checks that verify real filesystem and network behavior rather than relying on regexes or human confirmation alone.
AWS privilege escalation has evolved from classic IAM misconfigurations to service-based execution paths and now AI-driven orchestration via Bedrock Agents and AgentCore Code Interpreters. New attack vectors include creating code interpreters that execute Python under privileged agent roles and hijacking Lambda functions backing Bedrock agent tools, both of which enable multi-stage privilege chains to sensitive resources. Testing across 16 scenarios showed that all were exploitable in unrestricted environments but preventable with properly configured SCP-based guardrails, highlighting that native AWS controls often cannot granularly constrain high-risk actions that lack ARNs or condition keys.
This repository contains a collection of intentionally vulnerable Model Context Protocol (MCP) server implementations for security training, covering common failure modes including path traversal, indirect prompt injection, eval-based RCE, namespace typosquatting, and secrets exposure. Each server includes documentation on exploitation techniques, supporting hands-on training for pentesters learning AI agent security and MCP integration risks. Intended for isolated lab environments only.
reNgine is an automated reconnaissance framework for web applications focused on highly configurable, streamlined recon processes via Engines, recon data correlation, and organization. It supports continuous monitoring and is backed by a database.
Betterment disclosed that attackers used social engineering to access some customer data, including names and contact details, via third-party marketing and operations platforms, and then pushed a fake in‑app crypto message promising to triple deposits sent to a malicious wallet. The firm says no accounts or credentials were compromised. It is investigating the incident with external cybersecurity support.
The Russian Fancy Bear APT has been carrying out a low-complexity, spear-phishing campaign targeting governments or organizations of strategic value to Russia. The phishing emails contain a link to a document that the target believes is relevant, which then redirects them to a phishing page for an email or VPN provider. While Fancy Bear is better known for more sophisticated malware campaigns, this campaign may have been chosen as a low-cost effort to gain access to notable organizations.
AWS Service-Linked Roles (SLRs) are a special class of IAM roles managed by AWS and used to bootstrap services or resources within services that depend on other services. SLRs are largely undocumented, so the author of this post used the undocumented iamv2 API to enumerate the trust policies and IAM policies of the SLRs used by as many services as they could find. They discovered several “code smells” in the IAM policies, such as a lack of confused-deputy protection, resource policies that use wildcards, tag-based policies, or name-based policies.
Europol-coordinated raids across Spain arrested 34 members of the Black Axe cybercrime organization and seized €185,000 in assets linked to romance scams, phishing, and BEC fraud, resulting in nearly €6 million in losses.
Ireland recalled nearly 13,000 passports issued between December 23 and January 6 after a software update omitted the 'IRL' country code from the machine-readable zone, rendering documents non-compliant with ICAO standards and potentially unusable at automated border gates.
Infoblox researchers exposed service providers, including Penguin Account Store and UWORK, that supply Chinese-speaking crime syndicates with turnkey pig butchering-as-a-service (PBaaS) infrastructure, offering fraud kits, stolen credentials, CRM platforms, and complete scam packages starting at $50.
Most AI agents never make it past the pilot. Agent Bricks by Databricks [4] helps you build agents that actually work — accurate, reliable and grounded in your data.