Microsoft has escalated its competition against startups with the launch of GitHub Spark and multi-model support, intensifying the battle for developer engagement. The AI-driven code generation landscape features three main categories: copilots offering an editor-first experience, agents that automate coding tasks more comprehensively, and custom foundation models developed by companies aiming for model differentiation. AI copilots still face challenges such as outdated API knowledge and the inability to fully automate development processes from coding to deployment.
SoFi, a digital neobank, has achieved significant growth by combining consumer banking services with fintech infrastructure. In Q3 2024, SoFi reported record financial results, including $689 million in net adjusted revenue and a 17% increase in new members. Its dual role as both a bank and fintech enabler positions it as a leader in the industry and allows it to offer scalable financial products and services to other fintechs.
Political discussions often lack the nuance required to foster a deep understanding of complex issues. Many individuals find themselves forced into binary choices, with extreme opinions overshadowing the reality that most truths reside in a more nuanced middle ground. This oversimplification can hinder meaningful dialogue and the exploration of varied perspectives. Embracing the complexities and contradictions in political views is crucial for moving towards more informed and substantial conversations.
2024.11.13·investing1012dot0.substack.com·6 min read·TLDR Founders Making something magical requires pursuing a feeling rather than following specifications.
Public markets have surged following the election but the gains have been uneven.
Start-up valuations remain high despite public software multiples dropping significantly since 2021.
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A publicly exposed, unprotected database belonging to Alltech Consulting Services containing 2M records of data belonging to over 200K job seekers was discovered. The records included salary expectations, work experience information, internal notes, names, email addresses, phone numbers, last four digits of SSNs, and passport numbers. The finding was responsibly disclosed to Alltech Consulting Services, which password-protected the database the following day.
A breach at Amazon's property management vendor exposed work contact details (emails, phone numbers, and locations) of potentially millions of employees. The incident is linked to the 2023 MOVEit vulnerability, which affected multiple organizations.
A massive data breach at Hot Topic exposed nearly 57 million customers' personal information, including emails, names, addresses, and partial credit card data. A hacker, who allegedly accessed data through an employee's compromised computer and unprotected Snowflake account, has demanded $100,000 from Hot Topic.
Zip Concatenation is where a threat actor concatenates the binary data of two zip files to attempt to hide the malicious content. An attacker creates two zip files - one that contains a benign document and another that contains malware - and then concatenates the two zip files. The attacker then relies upon the victim and any relevant cybersecurity tools only seeing one of the archives and missing the malicious files. This post breaks down a real-world campaign that used zip concatenation to hide a Trojan in a second archive and shows how 7zip would miss the file but Windows Explorer and Winrar would not.
A new phishing tool called GoIssue, which sells for $700-$3,000, enables attackers to harvest GitHub users' email addresses and send mass phishing emails. The tool poses significant risks as it targets developers' credentials, potentially enabling supply chain attacks and corporate network breaches.
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Sophisticated cybercriminal tactics are driving credit card fraud to record highs, with losses projected to hit $43bn by 2026. Protect your business with strategies from Flashpoint's free guide [14]. Learn modern fraud methods to help your team counteract threats. Use real-time data to boost detection/prevention. Apply expert insights to
SmuggleShield is an experimental browser extension that aims to prevent HTML smuggling attacks by detecting common patterns.
Zenity has built an agentless application security platform for securing low-code, no-code, and generative AI development solutions.
AuditForge is a pentest reporting application that makes it simple and easy to write down findings and generate customizable reports.
Two hackers, Connor Moucka and John Binns, have been accused by the US government of stealing approximately 50 billion AT&T customer call and text records. The breach, which occurred in April 2023, affected nearly all of AT&T's customers. The stolen data included call and message metadata.
This article compares static and runtime reachability, two emerging approaches to determining whether vulnerabilities in code dependencies are actually exploitable. Both offer package-level and function-level capabilities. Static reachability analyzes code repositories to identify potential vulnerabilities during development but can't eliminate false positives completely, while runtime reachability uses agents to monitor actual code execution and provide near-certain identification of exploitable vulnerabilities. Static reachability integrates well with development workflows and doesn't require agent deployment. Runtime reachability offers superior accuracy in identifying truly exploitable vulnerabilities but requires agent installation and currently has limited vendor support.
North Korean hackers created malicious Flutter apps for macOS, passing Apple's security checks with legitimate developer IDs. These apps connect to DPRK servers and have the ability to execute scripts from a command and control server. Apple has revoked the signatures of these apps to prevent them from bypassing security measures on macOS systems.
Living Off Security Tools (LOST) is a project that shows how attackers can use security tools for post-exploitation.
Microsoft Exchange has issued a warning for a high-severity vulnerability that allows attackers to impersonate senders in emails to make malicious messages more convincing.
VMware has made its Fusion and Workstation desktop hypervisors free for commercial, educational, and personal use.
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CallRail's Call Tracking and AI platform just gained three new features that are helping marketing and sales teams track and convert leads faster after their calls.
This site helps simplify holiday shopping by curating and ranking popular items based on rising search interest in the U.S. It also offers brands a glimpse into customer trends leading to the holiday season and can help inform marketing strategies. Some of the products leading the ranking include baggy jeans, cardigans, ice cream makers, retro-style items for the bathroom, and more.
Meta will stop using historical data for ad targeting in Europe, narrowing personalization to recent session information and basic demographics. In response to EU regulations, Meta now provides a non-subscription option for less personalized ads on Facebook and Instagram. These adjustments, aimed at increasing user control over data, signal Meta's willingness to adapt to Europe's privacy landscape.
Using italic fonts in promotional ads can significantly boost consumer engagement. Research has found that slanted italics increase purchase intentions by creating a sense of urgency, as people perceive the promotion as shorter-lived. In one study, 3 times more people clicked on an email link for a Starbucks deal when the text was italicized. Similarly, consumers were 30.7% more likely to buy from a restaurant promotion in italics. The effect is maximized when the slant is sharper (up to 35°) than standard italics, but it fades if the text doesn't promote a specific deal or if the slant is leftward.
Align your social strategy with business objectives by focusing on increasing awareness, acquiring customers, and deepening engagement. Boost impressions using zero-click content, blog summaries, and repurposed posts that provide standalone value. Address pain points by solving customers' problems through educational content that guides them to your solution. Show product utility through demos, exclusive offers, and complementary product promotions. Experiment by commenting on similar accounts, adjusting hooks and posting times, and building series from high-engagement content to refine your approach.
Use tools like Gong for QBR recordings and AI summaries to identify issues and customer pain points. Export won opportunities and apply simple formulas for quick insights on sales cycle data. Platforms like Wynter provide feedback within days for enterprise buyer research. Campaign and event impacts can be assessed by cross-referencing participant and opportunity data with AI. While these methods aren't perfect or scalable, they're better than nothing.
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This webinar, which will be held on November 15, looks into how machine learning is revolutionizing marketing research. It will explore trends to watch in 2025, highlight promising AI solutions, and point out those that have underperformed.
This list features websites that offer high-quality images for commercial use. It features popular options like Unsplash and Pexels as well as niche collections like The Jopwell Collection. Each platform has unique licensing terms, often allowing unrestricted use. Verifying each site's requirements is key to compliant content creation.
Huy Fong's rise to prominence was fueled by its iconic branding, but the decision to allow imitators to use similar bottle designs led to a diluted brand identity in a competitive market. When Huy Fong faced production halts due to supply issues, McIlhenny, the maker of Tabasco, seized the opportunity by positioning its own sriracha under the trusted Tabasco name, offering consumers a known brand in the wake of Huy Fong's shortage. McIlhenny differentiated itself while meeting demand by using Tabasco's strong legacy and protected branding.
2024.11.13·insight.kellogg.northwestern.edu·12 min read·TLDR Marketing The "Simple to WTF" scale illustrates how product descriptions can range from clear and concise to overly complex and confusing. The simplest descriptions use familiar adjective-noun combinations (e.g. "electric car"), while more complex ones involve niche comparisons (e.g. "X for Y") that can be harder to grasp. Overly detailed or abstract explanations often confuse audiences. Simplifying descriptions by using customer feedback and positioning against familiar categories helps make products more relatable and memorable.
Gifted Social is a platform that revolutionizes brand-creator partnerships in hospitality marketing with a creator-first approach. It prioritizes genuine relationships and creator autonomy. Acting as a discovery tool, Gifted Social allows seamless connections between creators and hotels, restaurants, and cafes for authentic collaborations. With AI-powered matching, detailed influencer analysis, and engagement tracking, Gifted Social helps marketers find the right partner.
Scale your marketing vertically by adding more touch points to improve how you nurture prospects.
Travel brands are too stuck on traditional media, which is increasingly ineffective, and should instead focus on platforms like YouTube, Substack, and podcasts for greater engagement and ROI.
Bluesky's rapid growth underscores the appeal of an independent platform for users discontent with X's direction under Musk.
Innovations like local-first software, automated reasoning, and advancements in cross-platform development are trends that are quietly leading to better developer and user experiences. For example, Notion was able to improve its web app performance by over 20% by using SQLite in browser, which is a combination of the SQLite, WebAssembly, and local-first software trends.
Shopify built an interactive 3D globe visualization for its Black Friday Cyber Monday (BFCM) event in 2023. This article dives into the engineering challenges and solutions used to optimize performance, particularly in instancing and GPU-based animation. It goes through the creation of various elements, such as arcs representing orders, city dots, fireworks, and animated pins, with the use of Three.js, React-three-fiber, and psrdnoise for noise generation.
Reddit built a unified metadata store using AWS Aurora Postgres to handle over 100k reads per second for its massive user base. Postgres was chosen over Cassandra since it was easier for querying, debugging, and managing data relationships. To scale, Reddit used table partitioning and JSONB denormalization, achieving low-latency reads without needing a read-through cache.
This is a collection of tips and advice for working with Postgres databases. It covers how to improve psql usage, optimize queries, and understand the impact of locks and JSONB on application performance. It is important to normalize data and follow the recommendations of the Postgres developers.
Many engineering managers stop coding as they take on more meetings and management duties and gradually lose the habit. Managers can still write some code by choosing small, impactful tasks that aren't in the critical path of important projects. This benefits their team and helps keep their skills sharp.
Code is an asset, but each line of code creates a maintenance liability, which if not managed properly, can lead to decreased productivity and eventually a cycle of technical debt.
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