Staking began as a Proof-of-Stake consensus tool, rewarding validators for securing networks, but has evolved into a core tokenomics mechanism that aligns incentives, accrues value, and empowers governance. With the rise of liquid staking, users gained capital efficiency while networks like Ethereum and Solana expanded staking's utility beyond security, now serving as a foundation for DeFi primitives and long-term holder alignment. On Solana, Jito and Kyros are driving this next phase with customizable infrastructure for liquid and restaking across SPL tokens, enabling projects like Nomu to create “realStaking” models that tie rewards directly to protocol activity instead of emissions.
Vancouver-based Republic Technologies (DOCT) secured a $100 million zero-coupon convertible note from a major institutional investor to expand its Ethereum validator and staking operations, with over 90% of proceeds allocated to purchasing ETH. The financing structure, which has no interest or collateral requirements, positions Republic among a growing group of public firms treating ETH as both a treasury asset and yield generator. CEO Daniel Liu called Ethereum “digital fuel” for financial systems, reflecting the firm's validator-driven treasury model and rising institutional interest in Ethereum-based income strategies similar to those employed by SharpLink and BitMine.
Co-branded cards generate billions for airlines and hotels but remain inaccessible to most brands due to bank balance sheet requirements, underwriting black boxes, and reputation risks. Stablecoin-linked cards eliminate traditional underwriting by letting users pre-fund wallets and spend from collateralized balances, offering two paths: low-risk debit cards monetizing yield on float plus interchange, or collateralized credit where users borrow against yield-bearing assets at higher risk. An emerging provider ecosystem handles custody, key management, vault infrastructure, and regulatory compliance, giving brands unprecedented control over economics and customer experience while breaking free from bank constraints that limited co-branding to Fortune 500 companies.
Most project airdrops fail because teams reward Discord activity and testnet farming instead of users deploying real capital and generating revenue. Teams should build products first to attract genuine TVL, then reward actual usage based on multiple metrics rather than launching tokens on day one as pure speculation. Marketing teams perpetuate ineffective airdrop strategies due to a lack of expertise or a fear of losing jobs by abandoning vanity metrics, resulting in reputation damage that can take years to recover as real users migrate to projects that properly identify and reward them.
Fluid's unified Liquidity Layer protocol doubled its lending business to $3.4B TVL and $1.6B in active loans while DEX volume surged 150% to $69.2B, making it the largest DEX for pegged and correlated pairs across major EVM chains. The protocol generated $20.5M in fees and $3.5M in revenue as monthly active users doubled to 102K, with its Solana deployment, Jupiter Lend, reaching $1B TVL in eight days post-launch. The team projects a 5-10x fee and revenue growth plus 5x volume increases in Q4 with the launch of DEX v2, which will introduce permissionless pool creation and volatile pair trading.
Crypto should move away from gambling-style projects that exploit user asymmetries and instead refocus on building systems that replace legacy finance, not replicate its predatory mechanics. Five key sectors shaping that future are Tokenized assets, led by firms like Securitize and Ondo, which bring real-world financial products onchain; Onchain capital formation, which enables global token-first fundraising; Stablecoins and crypto neobanks, powered by projects like EtherFi and KeetaPay; Agentic finance, where AI-driven agents execute intent-based transactions; and Bitcoin financial products, which unlock yield and utility for BTC holders.
Aave is breaking records across all key metrics ($56B in total deposits, $3M+ in weekly revenue, and rising loan activity) even as its $AAVE token remains 66% below its 2021 ATH and 39% down year-over-year.
New data shows that 90% of Kalshi's trading volume comes from sports markets, with football leading the charge, effectively positioning it as the sports prediction platform of choice.
Adobe's Future of Skills survey of 2,000 people found that 44% consider creativity essential for future careers, while 38% cite AI skills, yet nearly one in five workers feel unprepared for an AI-driven workplace. The research reveals that 33% of employers report significant AI and automation skills gaps among candidates, with those staying in roles long-term 50% less likely to feel ready for AI tools. To address this gap, Adobe is expanding its Digital Academy across the UK with new courses and certifications, aiming to reach 30 million people globally by 2030 through partnerships and platforms.
Apple may remove the Dynamic Island cutout and hide the front-facing camera under the display for the 20th anniversary iPhone in 2027, aiming for a clean, all-screen design. These rumors come from anonymous sources, so they should be taken cautiously, and plans could change before the release.
Collins Dictionary named "vibe coding" its 2025 word of the year, referring to creating apps or websites by describing them to AI rather than writing code manually. OpenAI co-founder Andrej Karpathy coined the term in February to describe how AI enables programmers to bypass traditional coding and focus on conceptual instructions. While the practice allows non-programmers to build basic applications through simple descriptions, more complex tools still require coding expertise, and the results aren't guaranteed to work perfectly.
A research paper by Apple revealed that LLMs don't genuinely reason but instead match patterns that resemble thinking. Their logic collapses into pure prediction as problems become increasingly complex. Modern AI has evolved from transparent symbolic systems to statistical methods, and now to today's generative models, trading logical transparency for fluent prediction that appears human but lacks true understanding or accountability. The real danger isn't AI outthinking humans, but flooding the world with convincing illusions that sound correct while being fundamentally indifferent to truth.
Designers strategically shift between high and low-fidelity designs to guide conversations and control feedback, using simplified wireframes to focus teams on structure and user experience rather than visual details. Blending fidelities helps direct attention to specific changes while signaling what's open for discussion versus finalized. Several Figma plugins now automate this conversion process, making it practical for designers to defidelity screens quickly and use visual simplicity as a communication tool throughout the design process.
Affinity has made its professional creative suite—photo editing, vector design, and page layout—completely free, offering a strong alternative to Adobe Creative Cloud. However, because it lacks Adobe's AI-powered tools, the industry's response will reveal whether creatives can work without AI or have become dependent on it, highlighting a divide between valuing traditional craft versus AI-assisted convenience.
Flow is an AI filmmaking tool that enables you to create cinematic clips and scenes seamlessly using Google DeepMind's most capable generative video model, Veo.
AnimateIcons is a sleek React library for animated SVG icons that move with purpose. Transform static designs into engaging user experiences with smooth, performant animations.
Design leaders struggle to defend trust-preserving decisions because prevention is not reflected in quarterly reports, creating a "prevention paradox" where successfully avoiding catastrophic events goes unrecognized. Interviews with 18 design leaders reveal five measurement frameworks: pairing satisfaction scores with support data, tracking task completion rates, balancing qualitative and quantitative research, using acquisition-engagement-retention-churn metrics, and referencing industry case studies as proxies. Success requires partnerships with product managers, customer support teams, and data analytics teams to translate abstract trust concerns into concrete business outcomes that stakeholders can understand.
Around 1.19 billion people use English as a second language, meaning most web users navigate content in a language they learned later, which requires active “context reconstruction” — decoding, translating, and rebuilding meaning before acting. Designing for this process with plain language, consistent terms, clear structure, accessibility, and early localisation not only aids non-native speakers but also improves usability for all users, reduces cognitive load, and benefits business outcomes by lowering support needs and improving comprehension.
Idea theft at work is common and undermines respect and professional credibility. The recommended approach is to document your contributions, address the colleague privately and respectfully, reclaim ownership during meetings if needed, escalate to management with evidence if the behaviour persists, and strategically protect your ideas, while knowing when to prioritize your wellbeing in toxic environments.
Staying on a hands-on design path is valid at any age - the key is to seek employers who value experienced designers and be clear about your goals in interviews.
When traffic spikes, your database shouldn't be the reason your apps slow down, or worse, go offline. Traditional, monolithic databases weren't built for today's cloud-native, GenAI, and RAG workflows.
Pinterest reduced Android testing build times by over 36% by implementing a runtime-aware sharding mechanism. This in-house system, called PinTestLab, uses historical test duration and stability data from Pinterest's test management system, Metro, to distribute tests across shards running on EC2-hosted emulators. The algorithm assigns tests to emulators projected to finish earliest by prioritizing equal wall-time over equal test counts.
Dependent types are a programming language feature where types can depend on values, and the concept can be broken down into three ideas: functions returning types, input values determining output types, and tuple values influencing the types of other tuple elements. To optimize, compilers can erase values that are never used at runtime. Dependently typed languages often automatically identify and erase unused parameters.
Memory safety is still important to understand, even with languages like Rust that are memory-safe by default. This means targeting practical strategies, like prioritizing memory safety in new code, targeting rewrites for critical components, and wrapping unsafe code with safe interfaces. While governments aren't banning C or C++, having better memory safety improves software performance and costs overall.
Receiving screenshots of text from colleagues instead of copy-pasted text, code files, or error logs makes debugging harder for everyone involved. Screenshots lack context, make it difficult to search for information, and are often less helpful than sharing the raw text.
AI app builders are great at creating quick prototypes, but often sacrifice code quality and long-term maintainability for speed. To build lasting software, devs must prioritize good architecture, code clarity, and best practices.
If you want to “de-Apple” your life due to Apple withdrawing Advanced Data Protection (ADP) in the UK, you can move data from affected iCloud categories to secure, end-to-end encrypted services. The government sought access to all iCloud data, not just that protected by ADP, raising broader privacy concerns.
Most teams get testing wrong - and it kills velocity. After a decade leading Palantir's main frontend teams, Meticulous' [12] founder shares 3 lessons every engineer should know about effective testing: minimize maintenance costs, avoid fragile boundaries, and build scalable integration tests. If you ship frontend code, this breakdown
Creating accessible PDFs is hard. Typst is a markup-based writing platform that automatically creates accessible PDFs by using semantic elements and built-in validation. It makes sure documents are screen reader-friendly by incorporating elements like headings, figures, and tables with proper tagging.
AI's next frontier is spatial intelligence, moving beyond language models to understand and interact with real and virtual worlds. Spatial intelligence involves reasoning, planning, and interaction with the physical environment, enabling imagination, creativity, and scientific breakthroughs. Achieving this requires developing world models with generative, multimodal, and interactive capabilities.
The indie game studio Ballard Games recently hired a software developer after receiving 159 applications for the position. Faced with limited resources, the studio streamlined its hiring process by quickly filtering applicants based on salary expectations and relevant skills. It used a practical take-home assignment, directly related to the role, to assess coding abilities in a realistic scenario.
The expand and contract pattern is a multi-step process that allows for safe and reliable database schema migrations without downtime by introducing new structures in parallel, migrating data, and then transitioning clients incrementally to the new schema while providing rollback options.
Zig, while interesting, falls short due to its lack of memory safety, overly complex comptime features, and various practical and tooling shortcomings.
The Linux kernel is likely to enable Microsoft C Extensions in the upcoming 6.19 release, allowing for potentially cleaner code by using non-standard C/C++ constructs.
Threat actors have stolen a massive amount of data from the Chinese cybersecurity firm Knownsec. The breach includes specifications for cyber weapons, source code for proprietary hacking tools, operational details of government collaborations, and an extensive list of foreign surveillance targets. A spreadsheet within the breach details 80 overseas targets allegedly compromised by Knownsec operatives.
Amazon identified a vulnerability in the Amazon WorkSpaces client for Linux. Under specialized circumstances, an attacker may be able to extract a valid authentication token from the client's machine and access another user's Workspace. The impacted client versions have reached end-of-support. Customers are encouraged to upgrade to a supported version.
Nearly 30 organizations, including major firms such as Logitech, The Washington Post, and Cox Enterprises, were allegedly impacted by a Cl0p ransomware campaign that exploited Oracle's E-Business Suite. Some, such as Harvard and The Washington Post, have confirmed involvement, but most have not commented on the matter.
CISOs struggle to demonstrate the value of security because they often rely on technical metrics, such as MITRE ATT&CK and patch statistics, rather than business-focused measures. Boards are fatigued from unclear capital allocation and lack visibility into how cybersecurity investments lower risk. Experts advise establishing enterprise risk management, calculating financial exposure in dollars, and presenting understandable metrics like industry benchmarks, risk reduction, and ROI. CISOs should align security with business goals by consulting departments, translating cyber risks into financial terms, and showing measurable risk reduction, such as a 40% decrease in cyber loss exposure.
MITRE ATT&CK v18 introduces two new components, Detection Strategies and Analytics, replacing brief detection notes with detailed, behavior-based guidance that connects techniques to platform-specific analytics, log sources, and data elements. The enterprise domain introduces 13 new techniques, covering Kubernetes, CI/CD pipeline tampering, cloud databases, and ransomware preparation activities, including backup software detection and selective file exclusion, as well as adversary monitoring of their own threat intelligence. The framework suggests splitting the Defense Evasion tactic into Stealth (altering defender visibility) and Impair Defenses (disrupting security controls), while launching an ATT&CK Advisory Council for formal community input and establishing faster CTI releases independent of biannual framework updates.