100+ Tech Blogs, 10+ Research Journals, Summarized on a Single Feed

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Google Season of Docs announces participating organizations for 2024


Google Open Source | By Open Source Programs Office (noreply@blogger.com)

April 10, 2024

  • Learn about a program by checking out its promotional materials and timeline.
  • Find answers to common questions in the FAQ section.
  • If you need more information, contact organizations related to the program.
  • You can also email season-of-docs@google.com with any further inquiries.

Doing Collaborative Research and Design in Emerging Tech to Innovate for Walmart’s Customers


Walmart | By Stephanie Gannon

April 12, 2024

  • Walmart's Emerging Tech team prioritizes customers throughout the product development process.
  • By leveraging research-informed design, the team ensures they address real customer needs and deliver breakthrough capabilities that save time and money.
  • The collaboration between research and design allows for a comprehensive understanding of customer pain points and the creation of user-friendly experiences.
  • Stephanie Gannon, a research lead, provides insights into customer behaviors, while Nevena Meier, a design lead, uses those insights to create intuitive and delightful designs.
  • This close partnership, along with virtual tools and a culture of continuous improvement, enables the team to innovate and deliver products that empower Walmart customers.

Vineet's Path to Software Testing Innovation


Browserstack | By Juhi

April 8, 2024

  • Vineet's journey in software testing began as an intern, and through curiosity and adaptability, he's become a respected QA professional and mentor.
  • His passion for empowering the next generation of software testers is evident in his mentorship and his emphasis on continuous learning.
  • He encourages testers to engage with online communities and pursue certifications to stay updated with industry advancements.
  • Vineet believes in driving excellence and innovation in testing through his leadership and technical expertise.
  • As the software industry evolves, he remains committed to shaping its future, one test case at a time.

Tradespeople wanted: The need for critical trade skills in the US


Mckinsey

April 9, 2024

Robotics
  • The US faces a dire shortage of skilled trade workers, particularly in construction and manufacturing, due to an aging workforce with few young replacements.
  • This shortage is exacerbated by increasing demand for workers for infrastructure projects, energy transition projects, and redevelopment of commercial real estate.
  • As a result, average wages for these roles have spiked by over 20% since 2020, and companies are struggling to find and retain skilled labor.
  • This high turnover costs an estimated $5.3 billion per year in acquisition and training costs alone.
  • To address this crisis, a collaborative effort is needed, involving private, public, and social sectors.
  • Employers can reduce churn by providing attractive incentives, investing in automation, and improving flexibility.
  • By embracing these strategies, the US can reinvigorate the skilled trades industry and boost productivity to meet the demands of the future economy.

Introducing Women-Eng ERG


Reddit | By /u/SussexPondPudding

April 8, 2024

  • The Women Eng Employee Resource Group (ERG) is a community of female Reddit employees working in engineering roles worldwide.
  • Their mission is to create a sense of belonging and support through events, camaraderie, and professional development opportunities.
  • Members come from diverse backgrounds, including remote locations, and hold a range of engineering positions in various company organizations.
  • They foster a welcoming and inclusive environment where everyone can connect, learn, and support each other in their shared passion for engineering.

ClickUp vs. Asana: Which project management software should you use? [2024]


Zapier | By Nicole Replogle

April 11, 2024

  • ClickUp's free plan is generous, offering unlimited tasks and unlimited users, but it might be overwhelming for beginners due to its complex features.
  • Asana's free plan is simpler and easier to use for small teams, but it limits the number of users to 10.
  • Both ClickUp and Asana offer integrations with many other apps, but ClickUp has a smaller number of native integrations than Asana.
  • However, both apps can be connected to thousands of other apps through Zapier, an automation tool.
  • Ultimately, the choice between ClickUp and Asana depends on your needs and preferences.
  • Choose ClickUp if you want a more robust collaboration app with advanced customization options, while Asana is better for beginners or those who prefer simplicity.

How manufacturing’s Lighthouses are capturing the full value of AI


Mckinsey

April 9, 2024

Performance
AI
DevOps
  • Artificial intelligence (AI) is revolutionizing the manufacturing industry, enabling significant improvements in productivity, quality, and service levels.
  • Lighthouses, leading manufacturing sites, are harnessing AI across all stages of the supply chain, from planning to delivery.
  • AI command centers automate cognitive processes, facilitating system-level decision automation.
  • Generative AI (gen AI) extends AI's impact by extracting insights, generating content, and interacting with users.
  • Lighthouses have accelerated the adoption of gen AI, leveraging its capabilities in areas such as design, procurement, and technology implementation.
  • They are also strategically packaging and deploying AI use cases to ensure speed and scale.
  • By embracing AI and building the necessary capabilities, manufacturers can capture the transformative benefits of this technology and stay ahead in the competitive landscape.

Beyond the bus: Five key challenges in US student transportation


Mckinsey

April 11, 2024

  • Every day, millions of American schoolchildren rely on buses to get to school, which is vital for their education and well-being.
  • However, the system faces challenges such as improving safety, attracting drivers, and meeting the special needs of some students.
  • To address these challenges, schools must invest consistently.
  • Innovative solutions like technology and partnerships can help districts maximize their transportation investments, leading to smoother and more effective student transportation in the future.

Three things that can drive platform adoption and unlock business value


Thoughtworks | By Varsha George

April 11, 2024

  • Platform adoption can enhance business value by driving innovation, optimizing operations, and fostering collaboration.
  • Innovation is fueled by access to cutting-edge technologies and expertise on platforms, enabling companies to develop groundbreaking solutions.
  • Operations can be optimized through streamlined processes, automated workflows, and data analytics provided by platforms, reducing costs and increasing efficiency.
  • Platforms also facilitate collaboration by connecting businesses with partners, experts, and customers, unlocking new opportunities and fostering growth.

How to automate ChatGPT


Zapier | By Elena Alston

April 8, 2024

AI
DevOps
  • ChatGPT, an advanced AI chatbot, offers a wide range of capabilities that can simplify your tasks.
  • It can draft emails, compose social media posts, summarize documents, and even generate code.
  • With Zapier's ChatGPT integration, you can harness this power within your workflows, automating tasks across various apps.
  • You can create AI assistants in Slack or Gmail to answer questions and resolve issues.
  • For marketers and sales teams, it helps qualify leads, generate personalized nurture campaigns, and summarize sales calls.
  • Content creators can use it to write blog outlines, articles, or emails and even generate code snippets or prompts based on data in spreadsheets.
  • AI can also summarize business information, streamline customer communication, manage projects and tasks, and prioritize workloads by extracting key information and automating reminders.
  • By connecting ChatGPT to other apps through Zapier, you can enhance productivity, improve efficiency, and make use of AI's capabilities to streamline your workflows.

User-Centered Machine Learning for Visual Search


Palantir

April 9, 2024

  • User-Centered Machine Learning (UCML) for Visual Search allows users to define custom object detectors in real-time, without any prior training.
  • By simply indicating a specific object in an image that they are interested in detecting, the UCML algorithm generates a heatmap that highlights the similarity of each pixel to the selected object.
  • This heatmap is then used to create bounding boxes around the identified objects.
  • The process requires no additional labeling or training, empowering users to define their own custom object detection models and identify objects of interest in any image.
  • This democratizes computer vision, making it adaptable to various situations and user-specific needs.

Getting ahead of the regulation rush for financial firms


Thoughtworks | By Davnit Singh, Sameer Karl Deans

April 10, 2024

  • For financial firms, it's crucial to stay ahead of upcoming regulations.
  • By implementing a proactive compliance approach, companies can ensure they meet these requirements and avoid any potential penalties.
  • A thorough understanding of the regulatory landscape, coupled with a robust compliance program, can make the process hassle-free, allowing firms to focus on their core business operations.

Bridging private equity’s value creation gap


Mckinsey

April 12, 2024

DevOps
Backend
  • The private equity industry has traditionally relied on financing, tax structures, and asset value growth for returns.
  • However, rising interest rates and declining liquidity pose challenges for this approach.
  • To address this, private equity buyout managers must focus on operational value creation strategies to improve revenue and margins.
  • This involves conducting operational diligence before acquiring assets and developing a value creation plan that includes clear objectives, operational improvements, and continuous monitoring.
  • In addition, managers must empower their operating groups to actively engage with portfolio companies, providing guidance, expertise, and support.
  • By implementing these principles, buyout managers can adapt to current macroeconomic conditions and enhance the profitability and value of their portfolio companies.

Quality Assurance, Errors, and AI


Oreilly | By Mike Loukides

April 9, 2024

AI
Coding
Algorithms
  • Generative AI is automating software creation, potentially reducing the need for coders.
  • However, AI-generated software can still contain errors, making quality assurance (QA) essential.
  • While AI can generate simple tests, complex tests require human intervention.
  • Additionally, AI cannot fully comprehend specifications and system intentions.
  • Security testing is also challenging for AI, but it excels at fuzzing (identifying vulnerabilities).
  • However, testing and QA alone cannot fix the fundamental issue of programmers often not fully understanding the problems they solve.
  • To address this, software developers must prioritize understanding the problem domain and focus on creating software that meets real-world needs, where AI can assist but not replace human judgment and expertise.

Behind the feature: Inline device frames


Figma | By Chia Amisola,Â

February 27, 2024

Web
Mobile
UI/UX
  • Figma, a popular design tool, has introduced several improvements to enhance prototyping.
  • Notable updates include faster interaction duplication, an easy way to delete flows, and advanced features for importing elements with local variables.
  • Additionally, performance has been boosted, reducing loading times.
  • A key highlight is the inline device frames feature, which allows designers to incorporate device frames directly into the editor, providing a more realistic representation of app designs on various devices.
  • This feature is supported on mobile, tablet, and watch devices and offers intuitive interactions with hit targets specifically designed for each device type.
  • SVG (Scalable Vector Graphics) is utilized for hit detection, enabling precise dragging and resizing.
  • Designers worked closely with engineers to develop custom tools, ensuring a seamless integration of device frames into the Figma editor.
  • This collaborative process showcases Figma's commitment to streamlining workflow and fostering creativity in the design process.

Building the future: Focusing on digitalization and sustainability


Mckinsey

April 10, 2024

  • This year will be more difficult for the Rewe Group as rising costs, particularly for employees and rent, are anticipated to surpass revenue growth.
  • Despite a favorable 2023 sales year, Rewe is experiencing challenges due to decreasing food inflation and persistent high sourcing costs.
  • However, Rewe remains optimistic as supply chain disruptions are expected to subside.
  • The company anticipates continued growth in e-grocery, with a focus on click-and-collect and online specialty stores.
  • Beyond its core business, Rewe is exploring growth opportunities in pet products and e-commerce solutions.
  • Retail media, with digital technology driving point-of-sale advertising, presents a significant market opportunity.
  • Sustainability remains a key priority, with the company investing in renewable energy, reducing emissions, and supporting initiatives to protect nature.
  • Despite facing challenges, Rewe remains committed to attracting and retaining talent by creating a positive and empowering work environment.

Meal delivery shouldn’t be a luxury


Mckinsey

April 10, 2024

Backend
  • Delivery Hero's success stems from its willingness to take risks and continuously innovate.
  • The company initially focused on meal delivery and later expanded into grocery delivery, recognizing its importance as a growth driver.
  • By owning the end-to-end delivery experience, it offers a seamless and cost-effective service for customers.
  • Delivery Hero emphasizes customer choice, affordability, and reliability, with subscription programs and partnerships with consumer brands.
  • The company believes that growth is key to profitability, and it strives to improve efficiency through technology and data analysis.
  • Partnerships with consumer packaged goods manufacturers and retailers are crucial for expanding its offerings and profitability.
  • Delivery Hero embraces changes in the market, such as the shift towards online grocery shopping, and aims to lead the industry in bringing better service to customers, even if it requires short-term sacrifices.
  • The company's focus on sustainability and community impact demonstrates its commitment to responsible business practices.

The science behind Echo Frames


Amazon Science

April 9, 2024

Security
  • Amazon's Echo Frames (3rd Gen) seek to balance three customer demands: longer battery life, enhanced style, and improved audio.
  • The open-ear audio design ensures awareness of surroundings, while custom-built speech processing technology improves word recognition in noisy environments.
  • To enhance volume and bass without compromising battery life, dipole speaker configuration and architectural changes were implemented.
  • Despite the slim form factor, the latest frames boast up to six hours of continuous music playback, achieved through optimization of standby mode power usage.
  • Multiple frame styles and adjustable temple tips now cater to a wider range of face shapes, with an emphasis on meeting customer preferences for stylish design.

A growth journey toward green and local


Mckinsey

April 10, 2024

  • In 2023, the grocery industry faced challenges, including economic difficulties in France.
  • Auchan experienced a strong first three quarters, but the fourth quarter proved challenging due to rising supplier costs and increased competition.
  • However, in countries like Portugal and Spain, Auchan's low prices and the integration of acquired Dia stores boosted sales and profitability.
  • With inflation easing, Auchan aims to maintain a competitive edge through a buying alliance with Intermarché and Casino.
  • Changing shopper habits, such as the preference for smaller portions and local food, are shaping Auchan's strategy.
  • The company emphasizes sustainability, supporting local suppliers and promoting healthy eating.
  • Despite challenges with e-grocery and physical store formats, Auchan is focusing on growth in existing markets and increasing its market share.

Unlocking autonomous vehicle development: TIER IV’s open source blueprint


Mckinsey

April 10, 2024

Web
Performance
DevOps
Backend
Blockchain
Robotics
  • Shinpei Kato, CEO of TIER IV, envisions an autonomous-vehicle industry revolutionized by open source, akin to the rise of Android in mobile software.
  • Open source has proven its transformative power in fields like web browsing (Firefox), cryptocurrency (Ethereum), and code management (Git), unlocking unparalleled growth and accessibility.
  • Kato believes that open source software, such as Autoware developed by his company, can accelerate and democratize the adoption of autonomous-driving technology.
  • By providing transparent access to underlying technology, open source enables a collaborative ecosystem where multiple players can contribute and build upon existing solutions.
  • This approach fosters innovation, scalability, and inclusivity, allowing new entrants to challenge incumbents and expand the availability of autonomous vehicles.

Making thousands of open LLMs bloom in the Vertex AI Model Garden


HuggingFace

April 10, 2024

AI
  • To make AI more accessible, Hugging Face and Google Cloud have joined forces to create a feature called "Deploy on Google Cloud." This feature allows users to deploy thousands of open language models (LLMs) directly to their Google Cloud account, either by using Hugging Face model cards or through Vertex Model Garden, Google Cloud's central hub for model discovery and deployment.
  • This integration simplifies the deployment process, eliminating the need for users to manage infrastructure, significantly reducing the time and resources required.
  • The "Deploy on Google Cloud" feature is available with "text-generation-inference" tagged models and offers various deployment options, including Vertex AI and Google Kubernetes Engine (GKE), allowing developers to build production-ready Generative AI applications within a secure Google Cloud environment.

We started a book club


Medium | By Jacob Bennett

April 12, 2024

Backend
  • Medium Engineering has launched a book club to study "Building Microservices." The book focuses on designing small and independent services (microservices) instead of large monolithic systems.
  • The team at Medium finds the book's topics relevant because Medium's architecture involves microservices.
  • The book discusses using the same language in code as users do, avoiding common coupling (multiple services accessing the same data), and considering the trade-offs between flexibility and complexity.
  • The team's discussions are held in GitHub and shared on Slack, providing a platform for collaboration despite their distributed locations.
  • They also plan to discuss their microservice strategy in person during their upcoming meeting in Portland.

Join us for Framework by Figma: Our global design systems event


Figma | By Chris Felix

April 3, 2024

  • Design systems, which were once simple style guides, have become essential foundations for building successful digital products.
  • Figma's Framework event on April 16th aims to empower design systems teams with the tools and knowledge they need.
  • With in-depth explorations of new features, insights from industry leaders, and talks from Figma's product teams, attendees can learn about the latest advancements in design systems.
  • The event will also focus on uniting designers and engineers, showcasing the importance of cross-functional collaboration.
  • Whether you're in London, Tokyo, or attending the virtual stream, Framework is a global celebration of the design systems community, providing a platform for sharing ideas and shaping the future of design systems.

How institutional investors can gain a performance edge


Mckinsey

April 10, 2024

Algorithms
  • Christopher Ailman, the former CIO of CalSTRS, emphasizes the importance of timing in investing, cautioning that "being right too early is indistinguishable from being wrong." He advises to focus on diversification but warns against overextending.
  • To balance risk and opportunity, CalSTRS has adopted a collaborative model to reduce management costs and foster partnerships.
  • Ailman stresses the significance of organizational culture in driving alpha, highlighting teamwork and inclusion.
  • He suggests that US public pension governance be modernized to reflect the 21st century.
  • For newcomers, Ailman advises learning continuously, staying humble, and not forgetting the principle of "buy low, sell high.".

An Enterprise Framework for Dynamic SQL Generation for Rich GraphQL Queries


Intuit | By Saket Malviya

April 9, 2024

Database
  • A new framework simplifies processing for businesses by converting complex GraphQL queries into efficient SQL statements.
  • This framework uses mappers to transform GraphQL arguments into SQL, ensuring accurate representation of operations like greater than and less than.
  • The query parser utility constructs SQL queries with necessary joins to minimize database calls.
  • The result is optimized SQL queries that avoid full table scans and use indexed columns for efficient data retrieval, enabling dynamic filtering beyond simple data retrieval for complex analysis.
  • This framework streamlines transaction processing and allows for rapid addition of new use cases, making it a valuable tool for businesses using QuickBooks.

Why strategists should embrace imperfection


Mckinsey

April 8, 2024

  • Traditional strategic approaches have become less effective due to rapid technological change and external uncertainties.
  • The podcast Inside the Strategy Room discusses how businesses can benefit from acting quickly by taking multiple smaller yet significant steps.
  • Authors Charles Conn and Rob McLean present six mindsets under the umbrella of "imperfectionism": 1.
  • **Ever Curious:** Asking audacious questions and fostering an environment where curiosity is encouraged. 2.
  • **Dragonfly Eye:** Adopting multiple perspectives and widening the view of situations to generate innovative ideas. 3.
  • **Occurrent Behavior:** Experimenting and gathering new data to make informed decisions. 4.
  • **Collective Intelligence:** Collaborating with external experts and utilizing AI-enabled tools to access expertise. 5.
  • **Unfolding Future:** Viewing strategy as a staircase, with incremental steps towards long-term goals and accepting setbacks as part of the process. 6.
  • **Show and Tell:** Communicating ideas effectively using compelling storytelling and visualization techniques to build support. Companies can embrace strategic imperfectionism by accepting ambiguity and making small, calculated moves while building knowledge and capabilities over time.
  • They should encourage curiosity, experimentation, and collaboration, and reward teams for progress rather than punishing failures.

Creating Brand-Aligned Images Using Generative AI


Databricks

April 10, 2024

  • Image-generating technologies enhance the efficiency of retail and consumer goods companies by allowing them to generate unique and visually appealing images for various purposes.
  • These technologies use generative models that create both stylized and realistic images based on given inputs.
  • By leveraging these image generators, companies can streamline product visualizations, create engaging marketing materials, and enhance overall aesthetic appeal for their products.

The 6 best predictive analytics software options in 2024


Zapier | By Bryce Emley

April 11, 2024

AI
  • Qlik is a user-friendly predictive analytics tool that makes advanced analysis accessible to those with limited technical knowledge.
  • It offers a variety of features, including automated machine learning (AutoML) that optimizes models for your data.
  • Qlik's interactive forecasting dashboards allow you to explore data and generate predictions in real-time through visualizations like charts, graphs, and maps.
  • However, its load times can be slow and advanced users may encounter occasional programming challenges.
  • Despite this, Qlik remains a highly-regarded option for businesses needing data exploration and analytics automation at a reasonable cost.

Spotlight on SIG Architecture: Code Organization


Kubernetes

April 11, 2024

  • In Kubernetes, managing the code organization is essential due to its massive size and numerous contributors.
  • The Code Organization subproject tackles challenges such as dependency management, ensuring standards are met, and keeping up with Go version updates.
  • For beginners, understanding staging directories is crucial as it impacts contributions.
  • The subproject focuses on maintaining consistency through dedicated teams and tools for dependency management.
  • Collaboration with other SIGs allows for automated code publishing from the monorepo to individual repositories.
  • To contribute, join the #k8s-code-organization Slack channel and attend office hours.
  • The subproject welcomes assistance, especially in areas like the publishing bot.

How to find opportunity in a crisis: Launching a spinoff business


Mckinsey

April 11, 2024

  • Drop, a company that provides rewards for purchases, recognized the value of consumer transaction data and launched Drop for Business to monetize it.
  • By separating this new business initially, Drop could operate it independently with higher risk-taking and a long-term vision of becoming a data company.
  • This move allowed Drop to differentiate itself, create a more defensible strategy, and generate high-margin revenue to invest in the core Drop business.
  • While employees initially resisted, clear communication and a compelling vision helped secure buy-in.
  • The data strategy supported Drop's core business by driving loyalty, personalization, and offering valuable insights to merchants.
  • Overall, the creation of Drop for Business has contributed to Drop's success and established it as a data-driven company.

The Power of Open Source


Google Open Source | By Open Source Programs Office (noreply@blogger.com)

April 11, 2024

Web
AI
  • To create a safe and responsible future for AI, advancements in tooling, policies, and knowledge are crucial, driven by a commitment to collaboration.
  • Sharing innovations and engaging with policymakers and open source leaders is essential for a responsible approach to AI in the open ecosystem.
  • To demonstrate the accessibility of AI, a live "low code" demo showcases how to run language models in-browser for web applications, using MediaPipe, LLM Inference API, and Gemma.
  • By joining this keynote at the Open Source Summit North America and visiting opensource.google, you can learn more about these initiatives to shape the future of AI.

How to Write Accessible Technical Documentation – Best Practices with Examples


freeCodeCamp | By Ezinne Anne Emilia

April 11, 2024

Web
  • **Creating Accessible Documentation** When writing documentation, accessibility is crucial to ensure everyone can understand its content.
  • Here's how: **Headings and Formatting:** Use clear and concise headings and subheadings to organize your content, making it easy to navigate for screen readers. **Content Clarity:** Write in plain and simple language, avoiding ambiguous terms.
  • Keep sentences short for better comprehension. **Link Text:** Provide descriptive link text to inform readers about the destination of the link.
  • Avoid using generic terms like "Click here." **Media Content:** Add descriptive alt text to images so screen readers can describe them.
  • Use captions to provide more information about images. **Captions and Transcripts:** Caption videos and transcribe audio content to provide alternative formats for those who prefer or need them. **Code and Color Contrast:** Use code blocks for code explanations and avoid images.
  • Ensure there is sufficient color contrast between text and background to enhance readability. **Translation Options:** Provide multiple language options for documentation, especially if intended for a global audience. **Accessibility Testing:** Use tools like WAVE, AXE, or NVDA screen readers to check for accessibility errors in your documentation. **Feedback and Improvement:** Add a suggestion or improvement box to gather user feedback and address any accessibility concerns.

The Making of VES: the Cosmos Microservice for Netflix Video Encoding


Netflix | By Netflix Technology Blog

April 9, 2024

Backend
  • When creating microservices, defining the specific functionality of each service is crucial for avoiding unnecessary repetition in development.
  • Initially, each codec format had its own encoding service, but it was later consolidated into a single service that shares the same API and workflow while using separate functions for each format.
  • Instead of strictly separating data models between services, a common data model library was created for common concepts, reducing duplication and data conversions.
  • While preserving API stability is important, it's also essential to be open to changes when the API becomes inadequate, especially when working with internal team members who share common goals.

CSS Artist Kass Moreno talks Art & Code [freeCodeCamp Podcast #119]


freeCodeCamp | By Quincy Larson

April 12, 2024

Web
  • In this podcast episode, meet Kass Moreno, a talented developer who transitioned from architecture to coding at age 28.
  • Kass shares her journey from a difficult sales job to building a successful career in tech.
  • The interview covers her childhood in Mexico and Texas, her decision to drop out of architecture school, her experiences with freeCodeCamp and the 100DaysOfCode challenge, and the rapid growth of her freelance and developer skills.
  • Listen to the interview on YouTube, Apple Podcasts, or Spotify, or directly on the podcast website.
  • Be sure to follow the podcast and support the charity that makes it possible.

CodeGemma - an official Google release for code LLMs


HuggingFace

April 9, 2024

AI
DevOps
Hardware
  • CodeGemma is a series of large language models (LLMs) from Google, designed for working with code.
  • CodeGemma models are trained on billions of lines of code, making them proficient in code completion, generation, and other tasks.
  • You can use CodeGemma with the Hugging Face Transformers library, integrating it with other tools in their ecosystem.
  • CodeGemma is also compatible with Google Cloud platforms, making deployment and training easy.
  • There are three main flavors of CodeGemma: a 2B base model for infilling, a 7B base model trained on code and natural language, and a 7B Instruct model that can engage in conversational code-related discussions.

Chronon, Airbnb’s ML Feature Platform, Is Now Open Source


Airbnb | By Varant Zanoyan

April 8, 2024

AI
Backend
  • Chronon, an Airbnb-developed open-source ML feature platform, streamlines the process of creating and accessing features for machine learning models.
  • By fetching and storing features on-demand, Chronon ensures that models have the most up-to-date information, improving accuracy both online and offline.
  • Additionally, Chronon provides metrics to measure online-offline consistency, enabling developers to monitor and maintain model performance.
  • The platform's user-friendly interface and open-source nature make it accessible to ML practitioners of all levels.
  • By utilizing Chronon, teams can drive data-driven decisions more efficiently and effectively.

Simplicity, efficiency, and sustainability in discount grocery


Mckinsey

April 10, 2024

Algorithms
  • Reitan Retail, a grocery chain founded in Norway in 1948, began as a small store owned by the founder's grandparents.
  • The company evolved into a chain-operated model in the 1970s, inspired by American franchise systems.
  • The company adopted discount pricing and focused on high turnover, leading to rapid growth.
  • In 2023, the grocery market faced challenges due to inflation, but discounters like Reitan Retail benefited from increased market share.
  • A significant milestone in 2023 was the acquisition of ALDI's store network in Denmark.
  • Reitan Retail aims to be the market leader in discount grocery and faces challenges integrating the acquired stores while maintaining its strong culture.
  • The company is committed to sustainability, reducing carbon emissions, and promoting plant-based alternatives to reduce meat and dairy consumption.

Start Up Your Engines: NVIDIA and Google Cloud Collaborate to Accelerate AI Development


Nvidia | By Greg Estes

April 9, 2024

Performance
AI
  • NVIDIA recently unveiled the GB200 NVL72, a revolutionary multi-node system that significantly enhances artificial intelligence (AI) performance.
  • It offers 30 times faster real-time AI calculations and 4 times faster training compared to previous systems, effectively eliminating communication bottlenecks.
  • This cutting-edge technology will be integrated with Google Cloud's advanced liquid-cooling systems, ensuring optimal performance.
  • NVIDIA's DGX Cloud platform, tailored for generative AI, is now widely available on Google Cloud's A3 VMs, further empowering enterprise developers.
  • The integration of GB200 NVL72 on DGX Cloud is anticipated for 2025, promising unprecedented advancements in AI capabilities.

Learn GitHub-Flavored Markdown Syntax and Formatting – With Examples


freeCodeCamp | By Rajdeep Singh

April 11, 2024

Web
Coding
  • Markdown is a simple text formatting language that can be used to create rich content in GitHub and other Git platforms.
  • It allows you to easily format text, create lists, add quotes, and insert images.
  • With more advanced syntax, you can create tables, diagrams, and mathematical expressions.
  • To create a quote, use the ">" symbol.
  • For code blocks and inline code, use the ``` and ` symbols, respectively.
  • Images can be added with a "!" followed by alt text in brackets and the image link in parentheses.
  • Markdown also supports different types of lists (ordered, unordered, and task) using various symbols.
  • Furthermore, you can mention people and teams using the "@" symbol, and reference issues and pull requests using the "#" symbol.
  • To emphasize important information, you can use alerts such as [!NOTE], [!TIP], [!IMPORTANT], [!WARNING], and [!CAUTION].
  • Markdown also allows you to collapse sections and create mathematical expressions using LaTeX formatting.

A quick guide to Amazon's 20+ papers at ICASSP 2024


Amazon Science

April 11, 2024

Algorithms
  • The International Conference on Acoustics, Speech, and Signal Processing (ICASSP) is a major event in the field of signal processing.
  • Amazon will be a bronze sponsor of ICASSP 2024, which will take place in Seoul, South Korea, from April 14-19.
  • Amazon researchers will present a workshop, two spotlight talks, and over 20 papers on topics including automatic speech recognition, speech enhancement, spoken-language understanding, and responsible AI.

Bethesda’s ‘Fallout’ Titles Join GeForce NOW


Nvidia | By GeForce NOW Community

April 11, 2024

Hardware
  • Attention gamers! The popular Fallout series, Fallout 4 and Fallout 76, along with nine other new games, are now available to stream on GeForce NOW.
  • Fallout 4 takes players into a post-apocalyptic world where they can explore, craft, and shape the future.
  • Fallout 76 brings players back to the early days of nuclear Appalachia, allowing them to build homes, team up with others, or compete in the vast mountainous lands.
  • Additionally, GeForce NOW is offering a new MOBA game called Gigantic: Rampage Edition, where players engage in epic 5v5 matches with a diverse roster of heroes.
  • Whether you're a long-time Fallout fan or a newcomer to the series, or simply looking for an intense multiplayer experience, these titles can now be enjoyed on multiple devices with GeForce NOW's cloud streaming technology.

Adobe Firefly: What are Adobe's new AI features?


Zapier | By Ryan Kane

April 11, 2024

Web
AI
  • Adobe Firefly is a generative AI tool that creates images from text prompts.
  • Its unique features include an intuitive interface, copyright-friendly training data, and a focus on designer needs.
  • Text-to-image, generative fill, text effects, generative recolor, and text-to-template are some of the key capabilities.
  • Compared to competitors like DALL-E 3, Midjourney, and Stable Diffusion, Firefly's Image 2 model produces impressive outputs, although it may still struggle with photorealism sometimes.
  • The tool is integrated with Adobe Creative Suite products such as Photoshop and Illustrator, and has plans for future expansion into audio and video generation.
  • Adobe's focus on ethics and copyright compliance differentiates Firefly from other AI tools.

Broadcasting Breakthroughs: NVIDIA Holoscan for Media, Available Now, Transforms Live Media With Easy AI Integration


Nvidia | By Sepi Motamedi

April 9, 2024

AI
DevOps
Hardware
Algorithms
  • Media companies face challenges in today's dynamic landscape.
  • Virtual reality, augmented reality, new video standards, and artificial intelligence (AI) are rapidly changing the industry.
  • Holoscan for Media offers a solution by enabling developers to easily build and deploy live media applications using AI and cloud-based infrastructure.
  • It simplifies development, reduces costs, and allows AI integration, making it a powerful tool for media companies to innovate and deliver personalized content to viewers.

The Building Blocks of AI: Decoding the Role and Significance of Foundation Models


Nvidia | By Jesse Clayton

April 10, 2024

Performance
AI
Coding
  • Foundation models, similar to skyscrapers with solid foundations, are the basis for AI-powered apps.
  • Trained on vast amounts of data, these models possess a deep understanding of language and can generate human-like text.
  • They excel in tasks like text summarization, computer code analysis, and image creation.
  • Notable examples include ChatGPT, built on OpenAI's GPT foundation model.
  • These models can run locally on personal computers equipped with NVIDIA GeForce or RTX GPUs, providing fast and secure processing without relying on cloud services.
  • By accessing a growing catalog of open foundation models, users can experiment with various models to suit their specific needs and benefit from transformative applications in gaming, video conferencing, and interactive experiences.

Supabase Open Source Hackathon 2024


Supabase

April 12, 2024

Mobile
Database
AI
  • Supabase is hosting a 10-day hackathon from April 12th to 21st.
  • Participants can create open source projects using Supabase and submit them for chances to win AirPods, swag kits, and a spot in the Supabase Hall of Fame.
  • Prizes will be awarded in five categories: best overall project, best use of AI, most fun/easter egg, most technically impressive, and most visually pleasing.
  • Submissions must be original, Open Source, and use Supabase.
  • The Supabase team will judge the projects, and all participants are eligible for swag kits.
  • The hackathon is a great opportunity to build something new, showcase your skills, and potentially launch a Startup or side project.

Insights to Impact: A weekly briefing on creating sustainable and inclusive growth


Mckinsey

April 11, 2024

AI
Security
Robotics
  • McKinsey's weekly digest provides insights on various topics affecting organizations and industries in March of 2024.
  • Notable findings include: * **Banking:** Generative AI could boost the banking sector's revenue by up to $340 billion annually, but financial institutions face challenges in deploying it effectively.
  • A centralized operating model may prove most successful. * **Logistics:** Logistics companies can shift the green-services conversation from cost to value by bundling them with premium services and collaborating with customers. * **Public sector:** To attract Gen Z talent, public sector leaders must develop a compelling employee value proposition and establish dynamic career pathways. * **Retail:** The retail industry is facing a "perfect storm" of challenges, and companies need to optimize sales and marketing channels based on consumer behavior to thrive. * **AI:** Organizations must prioritize implementing and scaling generative AI responsibly, focusing on risk assessment, governance, and targeted training. * **Employee health:** By prioritizing employee health, companies can reduce absenteeism, turnover, and work-related illnesses and injuries, potentially unlocking $3.7 trillion to $11.7 trillion in value. * **Economic empowerment:** Closing the economic empowerment gap and achieving net-zero emissions by 2030 would require additional resources amounting to 8 percent of annual global GDP. * **Customer care:** Customer care leaders are balancing AI-enabled innovations with escalating customer expectations and must prioritize technology upgrades, employee upskilling, and outsourcing partnerships. * **Financial institutions:** Financial institutions are rapidly adopting emerging technologies but face shortfalls in key cybersecurity capabilities. * **Railways:** AI could unlock $13 billion to $22 billion annually for the railway industry, but only 25% of rail companies have successfully adopted AI at scale.

State of Grocery Europe 2024: Signs of Hope


Mckinsey

April 10, 2024

AI
  • 2023 witnessed a challenging year for European grocery retailers as inflation led to lower consumer spending and a shift towards cost-saving measures.
  • Discounters and private labels benefited from this market environment.
  • In 2024, while economic uncertainty persists, there are signs of recovery and consumer confidence is returning.
  • However, recovery is polarized for 2024, with most consumer segments still being price-sensitive, while some show an interest in uptrading. Grocery retailers are facing margin pressure and need to prioritize cost-cutting measures.
  • Private label growth continues, with consumers finding them to be of equal or better quality than branded options.
  • The food-to-go market is growing as consumers spend more time on the move, and grocery retailers are expanding their offerings in this area. Sustainability remains a concern, but progress has been slow.
  • Regenerative agriculture could become a new focus for retailers.
  • Online grocery is returning to growth and is evolving into an independent, profitable format with its own differentiated value proposition.
  • Retail media continues to be a substantial profit driver for grocery retailers, with expansion plans in the works.
  • Conversational commerce using generative AI has the potential to reimagine the shopping experience. Finally, grocery retailers are facing challenges in attracting and retaining talent.
  • As automation and digitalization progress, social, emotional, cognitive, and technological skills are becoming increasingly important.
  • Retailers need to offer flexible work arrangements, career paths, and development opportunities to remain competitive in the labor market.

Bringing MegaBlocks to Databricks


Databricks

April 9, 2024

AI
  • Databricks is focused on developing the most efficient tools for creating and training large-scale AI models.
  • Their recent release, DBRX, reflects this commitment by offering high-performance, streamlined solutions tailored specifically for the demanding tasks of training AI models.

Introducing Trio | Part III


Airbnb | By Eli Hart

April 11, 2024

Mobile
Backend
  • Trio, a navigation framework for Android, has been successfully integrated into over 230 screens at Airbnb.
  • The framework simplifies screen navigation and ensures consistent data sharing across screens.
  • Developers appreciate Trio's clear patterns and the ability to share data using its Props feature.
  • Airbnb has invested in developer tooling to support Trio, including an Android Studio Plugin that generates boilerplate code and automates updates.
  • Despite its success, Trio anticipates incorporating shared element transitions in the future.
  • Airbnb's Android Platform team continues to work on innovative projects like Trio and encourages interested individuals to join their team.

Improved Browser Testing on Heroku with Chrome


Heroku | By Mars Hall

April 9, 2024

Web
DevOps
Backend
Coding
  • For developers creating web-based services, automated browser testing is essential for ensuring reliability.
  • To address installation issues in existing Chrome browser buildpacks for Heroku, a new community buildpack, Chrome for Testing Heroku Buildpack, has been created.
  • This buildpack resolves version mismatch problems between Chrome and its testing components, ensuring continuous testing and early bug detection.
  • It can be easily installed through the Heroku Elements Marketplace and provides access to the latest Chrome executables for automated testing tools like Selenium WebDriver and Puppeteer.

Shutting Down My Job Board for Software Engineering Positions After 2.5 Years


The Pragmatic Engineer | By Gergely Orosz

April 9, 2024

  • Due to a company decision, I am shutting down my talent collective and removing applicant data from the system.
  • If you're interested in being considered for roles within Pallet's network, you can opt-in.
  • For companies who used my services, I appreciate your trust.
  • Pallet has a revised model, and you may explore it or try other job boards or solutions like LinkedIn or Gem.
  • The collective has had 30 months of operations, processed 13,000 job applications, included 2,800 candidates, facilitated 3,600 company inquiries, and 1,300 of those turned into conversations.
  • The job board and talent collective will cease operations on April 27, 2024, and job ads in my newsletter will end on May 27, 2024.

Learn Backend Development by Building Three Projects [Full Course]


freeCodeCamp | By Beau Carnes

April 11, 2024

Web
AI
Backend
  • To enhance your backend development abilities, freeCodeCamp has launched a course where you'll master three full projects, including an AI blog article generator, a Netflix clone, and a Spotify clone.
  • This engaging course led by Tomi Tokko, a renowned young instructor, also teaches you to combine frontend technologies to complete these projects.
  • You'll utilize popular technologies like Python, Django, JavaScript, PostgreSQL, and Tailwind CSS.
  • Whether you're a novice or an experienced developer seeking to expand your talents, this course offers a structured approach to mastering essential backend development skills and concepts.
  • Watch the complete 10-hour course on the freeCodeCamp.org YouTube channel to embark on your backend development journey.

DSPy on Databricks


Databricks

April 8, 2024

  • Large language models (LLMs) have sparked excitement for improving human interaction with AI by fine-tuning how we interact with them.
  • This involves optimizing the prompts we give to the AI, a process known as "prompt engineering." By carefully crafting these prompts, we can tailor the AI's responses to meet our specific needs, leading to more effective and meaningful conversations between humans and AI.

Operationalizing AI: why managed services is the ideal place to start


Thoughtworks | By Matthew Lee

April 8, 2024

  • Managed AI services provide a solution for businesses to leverage artificial intelligence (AI) without the burden of managing the technical complexities.
  • By partnering with a managed AI provider, businesses gain access to expert support, infrastructure, and tooling, allowing them to focus on developing and deploying AI solutions that drive value for their organization.
  • Managed AI services offer scalability, cost efficiency, and reduced risk, making them an ideal starting point for businesses looking to incorporate AI into their operations.

Announcing Postman has acquired Orbit


Postman | By Abhinav Asthana

April 11, 2024

  • Mark your calendars for April 30 to May 1, 2024, to attend Postman's grandest API conference ever in San Francisco.
  • Postman, a renowned name in the API realm, has recently made a significant acquisition of Orbit.
  • This conference promises to be an exceptional event for individuals keen on exploring the world of APIs.

Weekend maintenance kicks an Italian bank offline for days


The Pragmatic Engineer | By Gergely Orosz

April 11, 2024

Web
DevOps
  • Database changes at Sella, a bank, have caused major problems for its systems.
  • The changes affected multiple databases in unexpected ways, potentially due to a rare issue in Oracle's software or Sella's own platform, Fabrick.
  • Despite having backups, Sella has been unable to restore the system, suggesting a deeper issue.
  • The situation highlights the complexity of dependencies between software platforms and the challenges of managing updates.
  • The reliance on weekend "blackout periods" for maintenance in the banking industry may have contributed to a weaker engineering culture and poor work-life balance.
  • Sella and Fabrick are working to resolve the outage, while the exact cause remains unknown.

New office, same mission: Engineering Notion's future in Hyderabad


Notion | By Chaitanya Narra

February 22, 2024

Game Dev
Robotics
  • Notion, a productivity software company, has expanded its presence in India by moving its Hyderabad team to a new office in HITEC City.
  • The team celebrated the occasion with a tour of the new space, a special lunch, and dinner.
  • The Hyderabad office, which was initially established in 2021 with the acquisition of Automate, has grown from 30 to 50 employees and continues to expand.
  • The team focuses on imports, integrations, and ingestion but is also building other teams like QA, customer experience, monetization, and infrastructure.
  • Employees expressed their enthusiasm about the new office's inviting atmosphere, comfortable seating, and stunning views.
  • They also highlighted the collaborative and empowering work environment, where they have the autonomy to devise flexible schedules.
  • Notion offers various benefits, including free daily lunches, commuting reimbursement, learning and development grants, and personal wellness allowances.
  • The team enjoys bonding activities like card-making for Valentine's Day, Holi celebrations, Onam festival lunch, and Diwali decorations, which foster a sense of unity and family among teammates.
  • Notion's goal is to empower employees to do the best and most meaningful work of their careers, and the new Hyderabad office is designed to facilitate that.

How Figma’s databases team lived to tell the scale


Figma | By Sammy Steele

March 14, 2024

Performance
Database
Backend
Algorithms
  • Horizontal sharding divides data into subsets based on specific keys (e.g., UserID) to distribute it across multiple databases.
  • Figma chose this approach to handle its large and complex relational data model.
  • They introduced "colos" to enable efficient cross-table interactions within a single sharding key.
  • To avoid hotspots, they used a hash function on sharding keys to evenly distribute data.
  • To manage sharding, they created a system that separates logical sharding (defining the sharding scheme) from physical sharding (physically moving the data).
  • This allowed them to test and de-risk logical sharding before performing actual data relocation.
  • They built a sophisticated query engine within their DBProxy service to handle complex queries and scatter-gather scenarios.
  • They used PostgreSQL views to simulate logical shards before physical sharding, ensuring a gradual and safe rollout.
  • The topology library manages the dynamic state of logical and physical databases.
  • The physical sharding operation involved migrating data from a single database to multiple databases.
  • With their horizontal sharding journey underway, Figma aims to overcome challenges and fully leverage the benefits of improved reliability, cost savings, and developer velocity.

The AI revolution will be ‘virtualized’


Mckinsey

April 8, 2024

Performance
Cloud
AI
Backend
UI/UX
Hardware
Algorithms
  • Technological advancements are blurring the lines between reality and the virtual world, leading to the concept of "authoritative virtualizations" that can reliably replace or complement physical activities.
  • These virtualizations enable industries to dramatically enhance efficiency and innovation by creating digital twins of components, products, and processes.
  • Companies are investing in digital transformation by establishing "digital lightning bolts" - small, innovative teams that create and implement these virtualizations.
  • To ensure success, organizations must invest in data quality, IT capabilities, upskill their workforce, and foster a digital culture that embraces the integration of virtual and physical realms.
  • The benefits of digital transformation include accelerated cycle times, reduced design delays, cost savings, and improved collaboration across the value chain.
  • As a result, industries are shifting towards a future where physical systems and virtual twins coevolve, leading to groundbreaking advancements powered by artificial intelligence.

Innovating Tableau Pulse: Hurdling AI Integration and Scalability Obstacles for Next-Gen Customer Insights


Salesforce | By Scott Nyberg

April 12, 2024

AI
Backend
  • Our team aims to provide business users with data insights through artificial intelligence (AI).
  • We simplify data analysis by presenting it directly in user workflows, such as Slack or emails.
  • Additionally, we make data more accessible by translating it into a conversational language, empowering users to make data-driven decisions.
  • We continually work to improve our services, expand data sources, leverage AI capabilities, and implement predictive metrics to enhance the user experience and drive innovation.

How to create email templates in Gmail


Zapier | By Bryce Emley

April 12, 2024

  • Gmail extensions and add-ons offer additional features to enhance Gmail's functionality.
  • With these tools, you can customize email templates and streamline group emailing.
  • You can create groups in your Google Contacts to send templates to multiple recipients quickly.
  • Additionally, you can schedule templated emails to be sent at a predetermined time.
  • While Gmail has certain limitations, such as the inability to save recipients in templates, you can overcome these limitations by using Zapier, a no-code automation tool that allows you to connect Gmail to other apps and automate tasks, such as sending templated emails when you receive new leads from platforms like Facebook Ads and Google Forms.

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI [Full Course]


freeCodeCamp | By Beau Carnes

April 11, 2024

Web
AI
Backend
  • This freeCodeCamp course teaches you how to use AI to quickly create a functional web application from Figma designs.
  • Instructor Ania Kubów demonstrates how to convert designs into code using Locofy and guide you through all the steps, from initial design to live application.
  • The course teaches hands-on skills in web development, including using React, Node.js, MongoDB, and Netlify.
  • By harnessing the power of AI, you can streamline your workflow and build dynamic web applications with ease.

How to write a letter of introduction for your freelance business


Zapier | By Leanna Lee

April 12, 2024

Web
  • To connect with potential clients, you can use letters of introduction (LOIs).
  • Keep your LOI concise, between two to three paragraphs, and focus on essential information.
  • Tailor each LOI to the specific industry you're targeting.
  • Update your LOIs regularly with your most recent work and best offerings.
  • Carefully select samples to showcase your range and experience relevant to the client's needs.
  • LOIs can be an effective way to introduce yourself, practice your elevator pitch, and generate leads, but they may not be suitable for everyone.
  • If LOIs align with your marketing strategy, consider using them as one of many methods to find new clients.

How to Manually Deploy a React and TypeScript Project on Netlify


freeCodeCamp | By Losalini Rokocakau

April 12, 2024

Web
  • To manually deploy your React and TypeScript project on Netlify, first build your project and create a dist folder.
  • Then, drag and drop the dist folder into Netlify's "Deploy Manually" option.
  • Once deployed, rename your site by clicking on Site Configuration > Site Information > Change Site Name.
  • Access your live site by clicking on the URL found under Site Overview.
  • You can now share your site on your resume or portfolio.

What is prompt engineering?


Zapier | By Sarah P. Grant

April 11, 2024

AI
  • Understanding AI's behavior goes beyond technical knowledge and requires a combination of precision and intuition.
  • Prompt engineering, the art of crafting precise instructions for AI, compensates for AI's limitations and aligns its responses with human intent.
  • While technical expertise enhances prompt engineering, it is accessible to those with non-technical skills such as communication, subject matter expertise, language comprehension, critical thinking, and creativity.
  • By understanding prompt engineering techniques and embracing their natural abilities, individuals can leverage AI to its fullest potential and effectively interact with generative AI tools.

Voice of the US farmer 2023–24: Farmers seek path to scale sustainably


Mckinsey

April 9, 2024

Web
Backend
  • In recent years, many farmers in the United States have begun adopting sustainable practices like reduced tillage and soil sampling.
  • These practices aim to meet environmental goals and often result in higher crop yields and land value.
  • However, adoption rates remain low due to various challenges, including the lack of financial incentives, operational barriers, and uncertainty about their benefits.
  • Government programs have played a significant role in promoting adoption, but industry programs have had less impact.
  • To support farmers, agriculture companies can consider increasing transparency, developing accessible sustainability programs, investing in education, working with smaller farms, and expanding nutrient management initiatives.
  • Overall, the transition to sustainable agriculture requires addressing farmers' compensation needs and providing reliable information to overcome adoption barriers.

14 morning and evening routines that will set up each day for success


Zapier | By Stephen Altrogge

April 10, 2024

  • To start your day off right, focus on healthy habits like eating nutrient-rich vegetables and staying hydrated.
  • A cold shower can invigorate you.
  • Establish a consistent morning routine to minimize stress and prepare for the day.
  • Similarly, create an evening routine to prepare for the next day, such as setting goals, reflecting on achievements, and clearing your head.
  • Tidy up, take a post-dinner walk, and practice proper sleep hygiene to ensure a restful night.
  • By incorporating these habits into your daily routine, you can enhance your well-being and optimize your performance throughout the day.

Zapier AI Actions + GPTs: Create custom versions of ChatGPT


Zapier | By Elena Alston

April 12, 2024

Web
AI
  • AI has become an accessible tool for businesses and individuals to automate general tasks, such as writing emails and researching topics.
  • Zapier-powered GPTs (custom versions of ChatGPT) allow you to build intelligent assistants that connect to over 6,000 apps.
  • These assistants can perform various actions within apps, such as sending emails, managing calendars, and retrieving customer information.
  • By leveraging AI Actions, you can automate tasks, streamline workflows, and create personalized assistants without coding knowledge.
  • The process of building a Zapier-powered GPT is simple: add apps and actions to the GPT, customize its instructions and capabilities, and paste a specific URL into the GPT builder.
  • You can then share your GPT with others or keep it private.
  • By combining GPTs with AI Actions, you can unlock endless possibilities for task automation and workflow optimization.

How to Build a Production-Grade Movie Recommender in Python – A Machine Learning Handbook


freeCodeCamp | By Vahe Aslanyan

April 12, 2024

AI
DevOps
Backend
Algorithms
  • To offer the best movie recommendations, systems test different approaches to balance between showing you familiar movies that you're likely to enjoy ("safe" choices) and introducing you to new ones ("exploratory" choices).
  • The system tracks your engagement with the recommendations it gives you (clicks, watch time, ratings), to learn what keeps you interested and satisfied.
  • To avoid missing out on great movies, the system also considers older, classic films and includes a range of them in its recommendations.
  • Your feedback helps the system improve its accuracy and relevance, and it becomes more effective as it learns about your preferences.
  • The system's limitations include relying on a particular dataset and not having access to all the data it could, but strategies to address these limitations are constantly being developed to improve the system and its recommendations.

What is Mocking? Mocking in .NET Explained With Examples


freeCodeCamp | By Grant Riordan

April 12, 2024

Algorithms
  • Mocking is a powerful tool in testing that allows developers to create fake objects that simulate the behavior of real objects.
  • By setting up the fake object to behave in specific ways, developers can test the functionality of their code without relying on dependencies that might not be available or consistent.
  • Different mocking libraries have different syntax and features, such as the ability to imitate method calls, set return values, or throw exceptions.
  • By leveraging these capabilities, developers can verify that their code reacts as expected to a variety of inputs and scenarios.

Introducing Shop the look: eBay curating personalized outfits with AI


Ebay | By Raul Romero

April 9, 2024

Mobile
AI
  • eBay has introduced an AI-powered feature called "Shop the Look" that offers personalized fashion inspiration to users.
  • Shop the Look creates a virtual carousel of outfits tailored to individual style preferences based on their past shopping history.
  • Users can seamlessly browse a range of new and pre-owned items that complement their existing wardrobe, stay up-to-date with fashion trends, and explore sustainable shopping options.
  • This user-friendly feature makes it easier for shoppers to visualize and confidently integrate new pieces into their outfits.
  • Shop the Look is available now for iOS users in the US and UK, with plans to expand to Android later this year and potentially into other categories in the future.
  • By leveraging AI, eBay aims to create an immersive and personalized shopping experience that adapts to users' tastes over time.

The best email parsing software in 2024


Zapier | By Harry Guinness

April 12, 2024

AI
  • Email Parser is a unique desktop application that simplifies email parsing, extracting contact information from email signatures.
  • While SigParser offers similar functionality, it is more limited.
  • The rise of AI has made it possible to automate complex tasks, such as email parsing.
  • These tools make it easy for individuals and businesses to streamline their workflows, replacing outdated methods like Gmail rules and manual data entry with convenient no-code solutions.

How to do pagination in SwiftUI


Medium | By Thomas Ricouard

April 11, 2024

Mobile
  • In SwiftUI, creating infinite lists where users can scroll endlessly can be achieved using a technique exemplified in the Medium iOS application.
  • A generic screen displays results that can be different for various tabs, while the code remains consistent.
  • The key to pagination is what happens when the bottom of the list is reached.
  • When a progress indicator appears, a task is triggered to fetch the next page of data.
  • This task continues loading even if the user scrolls away or switches tabs, ensuring seamless pagination.
  • This approach is commonly used in SwiftUI and provides a reliable way to handle pagination in your applications.

How to Use LangChain to Build With LLMs – A Beginner's Guide


freeCodeCamp | By Jacob Lee

April 11, 2024

AI
Backend
  • Large Language Models (LLMs) are powerful AI tools for tasks like reasoning and natural language understanding.
  • LangChain is a framework designed to make it easier to build applications using LLMs.
  • It provides components like Chat Models (for conversational input and output), Prompt Templates (for customizing inputs), and Output Parsers (for converting model output into specific formats).
  • You can connect these components using the "LangChain Expression Language" (LCEL) to create "chains." Chains can be used to stream output as it becomes available and to incorporate context into LLM responses by providing additional information.
  • LangChain includes debugging and tracing tools to help you troubleshoot complex chains.
  • By using LangChain and understanding the basics of LLMs, you can build a wide range of LLM-powered applications.

Plug and play accessibility testing automation


Browserstack | By Arpit Jain

April 8, 2024

Web
Backend
Data Science
Coding
  • BrowserStack introduces "Automated Tests" for accessibility testing, designed to make it easier and more efficient.
  • With this tool, you can integrate accessibility testing into your workflow quickly and avoid the hassles of manual testing.
  • Automated Tests monitors your website's accessibility, generating reports that help you prioritize and debug issues.
  • You can customize the reports to focus on specific issues or WCAG versions, ensuring your website meets the desired compliance levels.
  • The tool's user-friendly dashboard provides easy access to all test results, helping you monitor your website's accessibility over time.
  • By simplifying integration and eliminating maintenance efforts, Automated Tests streamlines accessibility testing, empowering you to achieve faster and stress-free accessibility testing.

Improving Shopify App’s Performance


Shopify | By Talha Naqvi

March 5, 2024

Web
  • Shopify's mobile app is a crucial tool for merchants, allowing them to manage their businesses from anywhere.
  • To enhance its performance, a team embarked on a mission to improve its speed and efficiency.
  • They established performance goals (e.g., loading critical screens under 500ms) and tracked their progress through real-time dashboards.
  • Key performance issues were addressed, such as optimizing unnecessary work, leveraging caching, and improving native module startup time.
  • By adopting strategies like LazyScrollView, ListSource, and pre-warming cache, they significantly reduced app launch time by 44% and screen load times by 59%.
  • This journey highlighted the importance of continuous performance monitoring, optimization, and dedication to providing the best experience for users.

The best CRMs for real estate in 2024


Zapier | By Allisa Boulette

April 12, 2024

  • For real estate professionals, selecting the right CRM is crucial.
  • There are both general CRMs and specialized real estate CRMs available.
  • Factors to consider include the number of users and any one-time sign-up fees.
  • To save time and enhance productivity, it's recommended to automate tasks using Zapier, which integrates various apps.
  • Before making a decision, it's essential to assess your specific needs and budget to find the best CRM solution that meets your requirements.

4 ways GitHub engineers use GitHub Copilot


Github | By Holger Staudacher

April 9, 2024

  • GitHub Copilot is a powerful tool that can enhance coding efficiency.
  • Recently, a developer used it to extract relevant information from project dependencies, improving the accuracy of the AI's responses.
  • This sparked a series of innovative uses by GitHub engineers: automating repetitive tasks, organizing notes, and even learning new programming languages.
  • With its ability to aid in various aspects of coding, GitHub Copilot has proven to be an invaluable asset, saving time and enhancing the overall development experience.

Event-driven Microservices with Request/Response APIs - Part One


Thoughtworks | By Konrad Fögen

April 11, 2024

Backend
  • APIs, or Application Programming Interfaces, are like messengers that allow different software and applications to communicate with each other.
  • They act as bridges between these programs, allowing them to exchange data and perform actions.
  • APIs are used in various settings, from online shopping to social media, and make it possible for you to seamlessly use different apps and services without having to switch between them manually.

The generative AI opportunity in airline maintenance


Mckinsey

April 8, 2024

AI
DevOps
Backend
Algorithms
  • In the aviation industry, aircraft maintenance, repair, and overhaul (MRO) is a critical function responsible for ensuring safe air travel.
  • However, the industry faces challenges such as a shortage of skilled workers, rising costs, and supply chain disruptions.
  • Generative AI (gen AI) presents an opportunity to address these challenges by automating tasks, improving decision-making, and enhancing productivity.
  • Gen AI tools can serve as virtual maintenance assistants, analyze vast amounts of data to identify potential failures, assist with troubleshooting and paperwork, and monitor maintenance processes for quality control.
  • By leveraging gen AI, airlines and MRO providers can improve worker efficiency, reduce out-of-service time, and maintain regulatory compliance.
  • To harness the potential of gen AI, companies need to focus on top priorities, clearly define their roles, and move swiftly to implement solutions.

Postgres Roles and Privileges


Supabase

April 11, 2024

Security
  • In Postgres, access control is governed by a robust permissions model based on objects, privileges, and roles.
  • Database objects have owners who grant privileges to roles.
  • Roles can be users (who can log in) or groups (which inherit permissions from member roles).
  • The "public" group is automatically assigned to all roles and grants basic permissions like connect and execute.
  • Every object has an owner who controls permissions and can transfer ownership.
  • Permissions control specific operations on objects (e.g., select, insert).
  • Postgres also has special roles like "superuser" with extensive privileges and "public" which inherits permissions from member roles.
  • Default privileges allow grants on future objects created by specified roles.
  • Understanding this model is crucial for effective database management and security in Postgres.

Smart Select: Tailored Cart Suggestions


Swiggy | By Sidharth Gupta

April 7, 2024

Mobile
  • Swiggy's mobile app makes ordering food easy for everyone, including those with special needs.
  • They've added accessibility features so that people with disabilities can easily navigate and compare recommended carts and food options.
  • This ensures that everyone has access to a simple and inclusive food ordering experience.

7 ways to use Zapier's Zendesk integration


Zapier | By Nicole Replogle

April 8, 2024

AI
Coding
  • Zendesk is a software tool that helps businesses manage customer service from multiple channels like social media, email, and chatbots.
  • By integrating Zendesk with other business tools, you can automate tasks such as creating tickets and sending notifications, saving your team time and allowing them to focus on providing excellent customer service.
  • You can also connect Zendesk with Google Sheets to track customer information and trends.
  • If your team receives support requests through channels other than Zendesk, you can use Zapier, a workflow automation software, to create Zendesk tickets automatically from emails, chat messages, and more.
  • Additionally, you can integrate Zendesk within itself to add helpful information to new tickets.
  • By streamlining customer service processes with Zendesk and Zapier, businesses can improve efficiency and provide better support to their customers.

Introducing the Data Intelligence Platform for Energy


Databricks

April 9, 2024

  • Energy is becoming more critical, and electricity is now considered as valuable as oil.
  • To ensure a smarter and cleaner energy system, we need to shift our approach.
  • This includes embracing renewable energy sources, such as solar and wind power, to reduce reliance on fossil fuels and promote sustainability.
  • Additionally, investing in smart grid technologies and improving energy efficiency will enhance the reliability and efficiency of our energy system.
  • By embracing these changes, we can transition to a more sustainable and reliable energy landscape.

Why pairing AI with automation will change how you work


Zapier | By Elena Alston

April 12, 2024

AI
  • Artificial intelligence (AI) is a powerful tool that can assist with tasks like writing and generating content.
  • However, to maximize the benefits of AI, it's essential to automate its use across your company.
  • Automation combines AI with other software tools to streamline processes and make them more efficient.
  • For example, AI can transcribe meetings, create task summaries, and allocate assignments, saving you time and reducing errors.
  • By connecting AI to your existing software applications, you can create workflows that eliminate manual data transfer and enable AI to suggest and build better automation solutions.
  • This not only simplifies tasks but also speeds up processes, allowing you to analyze data and make informed decisions more quickly.
  • By leveraging AI and automation, you can focus on more strategic and creative work, enhancing productivity and the overall success of your business.

How to create a custom AI chatbot with Zapier Chatbots


Zapier | By Elena Alston

April 9, 2024

Web
AI
Security
Robotics
  • With Zapier Chatbots, you can harness the power of AI to create personalized chatbots that provide tailored responses.
  • By customizing your chatbot's instructions and knowledge sources, you can ensure it meets specific needs, from providing editorial assistance to supporting customer inquiries.
  • You can add actions to trigger automated workflows and collect user information.
  • You can also adjust the chatbot's appearance, test its functionality, and share it with others.
  • Zapier also offers inspiration and pre-built templates to help you create valuable chatbots that can streamline team communication and improve productivity.

Introducing the next-gen Meta Training and Inference Accelerator


Facebook

April 10, 2024

  • Meta is introducing the next-generation Meta Training and Inference Accelerator (MTIA) to improve the performance of its training and inference processes.
  • MTIA is designed to accelerate AI workloads and enable Meta to train larger and more complex models, improving the efficiency of its product development and delivering better user experiences.

NVIDIA Joins $110 Million Partnership to Help Universities Teach AI Skills


Nvidia | By Ruth Berry

April 9, 2024

AI
  • To enhance AI capabilities, the US and Japan have joined forces in a $110 million partnership, with Japan contributing $25 million.
  • The University of Washington and Japan's University of Tsukuba will collaborate on research in robotics, healthcare, and climate change.
  • NVIDIA, a technology company, is also partnering with Amazon to bring advanced AI technologies to these universities.
  • Universities worldwide are responding to the growing demand for AI skills by equipping students with supercomputing resources through collaborations with companies like NVIDIA.
  • For example, NVIDIA founder Jensen Huang donated $50 million to Oregon State University for supercomputing, while co-founder Chris Malachowsky donated $50 million to the University of Florida for AI research.
  • These initiatives aim to address the worldwide AI talent shortage and prepare students for a workforce where AI plays a crucial role.

Grab Experiment Decision Engine - a Unified Toolkit for Experimentation


Grab

April 9, 2024

Backend
Data Science
  • GrabX Decision Engine is an open-source toolkit that streamlines experimentation processes at Grab.
  • It offers a pre-experiment advisor for guiding experiment design and an extensive post-experiment analysis toolbox.
  • The toolkit standardizes analysis methods, enhancing reliability and collaboration within the experimenter community.
  • It includes statistical tests, regression models, and advanced tools like variance reduction and multiple comparisons correction.
  • The GrabX platform engineers, experimenters, and the Experiment Council work together to address challenges like inter-experiment interference and incorporate industry advancements.
  • Through this toolkit, Grab empowers data scientists and product analysts with efficient and accurate tools for data-driven decision-making, fostering a culture of experimentation excellence.

Rachel Hislop reflects on working for Beyoncé, creating community for Black women and the power of storytelling


Mozilla | By Aron Yohannes

April 11, 2024

  • Mozilla acknowledges the importance of collaboration and recognizes the work of 25 digital leaders who harness technology to amplify voices, drive change, and develop innovative technologies worldwide.
  • These individuals, ranging from storytellers to advocates, artists, and builders, contribute to the diversity of the internet and empower underrepresented communities.

Enhancing AIOps Efficiency: Salesforce’s New Similarity Model Overcomes 4 Major Incident Management Challenges


Salesforce | By Scott Nyberg

April 9, 2024

Database
AI
DevOps
Backend
  • Optimizing alert management is crucial for efficient operations, but manual analysis of repeated alerts slows down teams.
  • To address this, organizations are adopting AIOps, which uses AI to automate and improve incident management.
  • Salesforce's DBAIOps team has developed a Similarity Model that uses AI techniques to compare alerts, enabling the identification of duplicate issues and automatic assignment of experts based on past experiences.
  • By highlighting patterns in alerts, the model helps prioritize critical incidents and improve service reliability.
  • This innovative approach reduces manual workload, streamlines incident resolution, and ultimately enhances operational efficiency.

Public Policy at Hugging Face


HuggingFace

April 8, 2024

AI
  • Hugging Face's public policy approach is unique, as policy experts work closely with researchers and developers across the organization.
  • They focus on fostering responsible use of AI through ethical research, transparency, and platform safeguards.
  • The company has shared its insights with policymakers in the US, EU, and UK.
  • These contributions address issues such as AI accountability, risk management, and copyright.
  • By combining expertise from various disciplines, Hugging Face aims to shape policy that aligns with the needs of the AI community and promotes responsible innovation.

Building an infrastructure for AI’s future


Facebook

April 11, 2024

  • Meta, the company behind Facebook, Instagram, and WhatsApp, is investing in building an infrastructure to support the future of artificial intelligence (AI).
  • This infrastructure includes developing new hardware, software, and algorithms that will make AI more efficient, powerful, and accessible.
  • By doing this, Meta aims to enable the development of new AI applications that can solve complex problems and improve our lives.

How we engineer feedback at Figma with eng crits


Figma | By Laura Pang

February 29, 2024

AI
UI/UX
  • Figma promotes a collaborative environment where engineers are encouraged to share and seek feedback on work in progress.
  • To foster innovation and knowledge sharing, the company introduced "engineering critiques." These sessions allow engineers to present technical designs, brainstorm ideas, and seek expert input.
  • By using FigJam, a visual collaboration tool, engineers can easily contribute and review feedback simultaneously.
  • Engineering critiques have become an integral part of Figma's workflow, helping teams explore novel approaches, unblock each other, and lift ideas up.
  • The process involves preparing a design doc in FigJam, presenting the design during the session, soliciting feedback via sticky notes, and then refining the design based on the input received after the session.
  • Engineering critiques are not a substitute for technical reviews but serve as a valuable stepping stone, providing early feedback and allowing teams to make informed decisions as they move forward.

China Brief: Consumers Are Spending Again (Outside of China)


Mckinsey

April 8, 2024

  • Despite economic headwinds, Chinese consumption is showing encouraging signs in 2024.
  • The economy grew 5.2% in 2023, with 83% of that growth coming from consumption.
  • Employment and income remain stable, although consumer sentiment is low and savings are rising.
  • Key consumption indicators for 2024 include a 5.5% year-on-year increase in retail sales, a surge in air passenger numbers, a 12.5% increase in foodservice sales, and a 37% growth in electric vehicle sales.
  • International travel and overseas spending are also recovering rapidly, with Chinese consumers prioritizing luxury experiences.
  • The transition to electric vehicles is benefiting domestic brands, while foreign brands continue to hold their share in the internal combustion engine vehicle market.
  • Overall, the early consumption data suggests a positive start to the year, but the sustained growth of consumption will depend on consumer confidence and the economy's ability to overcome ongoing challenges.

How to automate OpenAI


Zapier | By Elena Alston

April 10, 2024

AI
  • OpenAI, combined with Zapier's automation, empowers you to streamline your workflow.
  • With the OpenAI integration, you can harness the power of DALL-E to generate images, transcribe audio with Whisper, and analyze reviews using sentiment analysis.
  • Additionally, the ChatGPT integration allows for conversational responses in apps like Slack or email.
  • By connecting these AI tools to your existing apps, you can automate tasks such as content generation, customer communication, and project management, ultimately increasing efficiency and driving growth in your business.

Implementing MOSA with Software Defined Systems Integration


Palantir

April 8, 2024

AI
Backend
UI/UX
Robotics
Algorithms
  • Modern systems combine components from various suppliers, who use different interfaces to add new features.
  • These interfaces allow systems to mature and adapt to different situations.
  • Additionally, data can be easily imported and exported between systems, even if they use different formats.
  • This flexibility allows for the integration of the best available solutions into a single system at a low cost and with minimal disruption.
  • Palantir's TITAN program uses this approach to create a modular, open system that integrates components from many sources.
  • This allows the system to be quickly updated and adapted to meet future challenges.
  • Similarly, Palantir's work on the Robotic Combat Vehicle (RCV) program focuses on integrating disparate hardware and software technologies, ensuring that the system is both reliable and flexible.
  • By leveraging a software-defined approach, these programs can combine the best solutions from different industries and ensure that the system can adapt to changing battlefield requirements quickly and efficiently.

Time travel in Delta Lake connector


Trino | By Yuya Ebihara

April 11, 2024

Database
  • Time travel is now available with the Delta Lake connector, allowing you to explore data as it appeared in the past.
  • By rolling back to previous versions, you can recover data in case of mistakes, analyze changes for auditing and compliance, and conduct historical analysis to uncover patterns and trends.
  • The connector manages transaction logs in the table's location, and you can specify the version you want to query using the "FOR VERSION AS OF" syntax.
  • Time travel empowers you to delve into the history of your data, providing valuable insights for decision-making.

GitHub Availability Report: March 2024


Github | By Jakub Oleksy

April 10, 2024

Backend
Data Science
  • In March 2024, GitHub experienced two service disruptions.
  • On March 11th, a deployment error led to intermittent issues in various services for about 2 hours.
  • On March 15th, a permissions system problem caused 42 minutes of service degradation.
  • Both issues were resolved by rolling back the changes that caused them.
  • GitHub has implemented measures to prevent similar problems in the future, including safer configuration changes and faster issue detection.
  • For updates on future incidents, visit GitHub's status page or read the Engineering Blog.

Alex Hardiman on product outside of pure technology companies


Mckinsey

April 12, 2024

  • Product management plays a significant role in transforming non-tech companies into modern, customer-centric organizations.
  • Product-led strategies enable companies to build high-quality products that connect with audiences and drive business growth.
  • At the New York Times, product managers leverage their skills to balance editorial excellence with product innovation.
  • They work closely with journalists and editors to create products that enhance the user experience, improve discoverability, and solve user problems.
  • Non-tech companies can embrace product-led growth by encouraging product thinking, empowering their teams, and focusing on customer needs.
  • By embracing cross-functional collaboration, aligning with the company's mission and vision, and adopting agile methodologies, product management can drive innovation and ultimately lead to organizational success.

The 5 best construction management software options in 2024


Zapier | By Hachem Ramki

April 11, 2024

  • Construction managers can utilize flexible project management tools not specifically designed for construction, but still effective for managing projects.
  • Popular options include ClickUp, monday.com, and Zoho.
  • These tools offer versatility and flexibility, with features like advanced reporting and numerous apps.
  • When selecting construction management software, it's crucial to strike a balance between features and cost.
  • Choose a solution that aligns with the size and needs of your construction operation, ensuring affordability, scalability, and effective implementation.

How we built a custom permissions DSL at Figma


Figma | By Jorge Silva

March 13, 2024

  • By adding a "linter" to our software pipeline, we improved the accuracy of our code by detecting potential bugs before they reached production.
  • This static analysis approach allowed us to uncover and address issues faster, ultimately preventing them from impacting users.
  • Additionally, we developed a bespoke authorization DSL that solved a complex problem specifically for our company.
  • This custom solution gave us complete control over our authorization logic, reduced errors, and provided valuable tools for engineers and support teams to understand and troubleshoot permission checks.

Embedded finance: The choices and trade-offs for US banks


Mckinsey

April 11, 2024

Backend
Algorithms
  • Embedded finance is a collaboration between banks and nonfinancial companies to offer financial products, such as loans, payments, and insurance, within nonfinancial platforms.
  • It has become a popular offering worth $20 billion in the US, driven by customer demand for convenient financial access.
  • For banks, embedded finance presents opportunities to expand their reach and offer value to non-traditional customers.
  • However, it also poses risks, such as cannibalization of existing products and loss of customer relationships.
  • To navigate this landscape, banks have various strategic options, including building in-house solutions, acquiring distributors, partnering with larger enterprises, providing balance sheet and risk services, or specializing in niche lending.
  • Banks that embrace embedded finance while mitigating risks can leverage its benefits to drive growth and enhance customer experiences in the digital age.

Hard Tech Companies, Then and Now


YCombinator | By Jared Friedman

April 11, 2024

  • YC, an investment firm, has played a pivotal role in the success of "hard tech" companies, those doing groundbreaking work in areas such as engineering and energy.
  • These companies have accomplished remarkable feats, including developing supersonic jets (Boom Supersonic), 3D printing rockets (Relativity Space), and self-driving cars (Cruise).
  • By providing initial funding and support, YC empowers these companies to take their first steps, which builds investor confidence and enables them to continue their ambitious projects.
  • Examples include Astranis (building satellites), Remora (capturing truck emissions), Seabound (capturing ship emissions), and Solugen (producing chemicals with synthetic biology).
  • These companies' advancements demonstrate YC's commitment to supporting innovation that pushes the boundaries of technology.

Databricks Wins 2024 Google Cloud Partner of the Year Award


Databricks

April 8, 2024

  • Databricks has been recognized with the 2024 Google Cloud Technology Partner of the Year award for Data, a testament to their partnership and commitment to delivering innovative data solutions.
  • This prestigious award highlights Databricks' dedication to empowering customers with cutting-edge data technologies and services that drive business value.

How to delete a board in Trello (including alternatives to try)


Zapier | By Allisa Boulette

April 11, 2024

Web
  • Before deleting a Trello board, consider alternative options to preserve your data.
  • You can archive the board to hide it but keep it accessible, leave the board to remove yourself as a member, or export your data as a backup.
  • Be aware that once a board is permanently deleted, there is no way to recover it.
  • To delete a board, open it, click the three dots in the top right corner, select "Close board," then "Permanently delete board.".

Why courting aspirational luxury consumers still matters


Mckinsey

April 12, 2024

  • Despite recent challenges, the luxury fashion industry seeks growth through price hikes and targeting wealthy clients.
  • However, these strategies may hinder long-term expansion.
  • Instead, businesses should focus on building connections with aspirational luxury consumers (ALCs), who spend moderately on luxury goods.
  • Industry executives often hold misconceptions about ALCs, which can be detrimental since they make up a significant portion of the luxury market.
  • This article dispels these myths and identifies five distinct ALC communities, aiding luxury businesses in comprehending and reaching these valuable consumers.

Building new custom silicon for Meta’s AI workloads


Facebook

April 11, 2024

AI
  • Meta is developing new custom silicon designs specifically tailored for its artificial intelligence (AI) workloads.
  • These specialized chips will be optimized for the demanding requirements of AI applications, enabling more efficient and powerful processing of AI tasks.
  • This move aims to enhance Meta's AI capabilities, supporting the development of advanced AI models and improving the performance of its AI-driven services and products.

Combating Corruption With Data: Cleanlab and Berkeley Research Group on Using AI-Powered Investigative Analytics


Nvidia | By Brian Caulfield

April 10, 2024

AI
Backend
  • Cleanlab, a data curation startup, utilizes AI-powered algorithms to identify and correct errors within data, enhancing its reliability and trustworthiness.
  • This approach can be harnessed to combat economic crimes and corruption by analyzing data collected by organizations like Berkeley Research Group.
  • Cleanlab's user-friendly interface allows for the seamless generation of machine learning models, simplifying the process of data-driven crimefighting.

The anatomy of a Super Bowl ad


Figma | By Jenny Xie

February 13, 2024

Mobile
  • Duolingo's Super Bowl advertisement showcased the multifaceted nature of their owl mascot, Duo, highlighting his duality as both wholesome and "unhinged." The ad featured Duo's backside inflating comically, resulting in a second Duo emerging with a farting sound, accompanied by a push notification reminding viewers to complete their language lesson on the app.
  • This bold and unconventional approach aimed to create a memorable moment, generate buzz, and leverage Duolingo's strong community rapport.
  • The cross-functional team collaborated closely to bring the concept to life, involving marketing, engineering, and design experts.
  • The team faced challenges in delivering the push notification at lightning speed, ensuring the site's stability during a surge in traffic, and optimizing the app's efficiency.
  • The ad's success further cemented Duo's status as a cultural icon, demonstrating that creativity and innovation can thrive within constraints.

Your guide to Amazon automation


Zapier | By Hannah Herman

April 8, 2024

Cloud
  • Amazon's apps offer a wide range of capabilities, and integrating them with your business processes can significantly boost efficiency.
  • With Zapier, you can connect Amazon apps to each other and to thousands of other apps.
  • This allows you to automate tasks such as adding new orders to spreadsheets, notifying teams, and even running custom code.
  • Automating Amazon apps like S3, Alexa, Seller Central, Lambda, and SNS can streamline workflows across your organization, freeing up time for more important work and enhancing productivity.

Four key elements to building an AI team


Notion | By Shir Yehoshua

April 5, 2024

AI
UI/UX
Robotics
  • The author, Shir Yehoshua, discovered her passion for solving complex math problems in high school and pursued it in college.
  • Later, she joined Google and encountered limitations in developing a voice-activated assistant.
  • At Waymo, she realized the importance of clarity in overcoming technical challenges.
  • Currently leading Notion's AI team, Yehoshua emphasizes the significance of flexibility, humility, clarity, and speed in making progress.
  • She believes that remaining flexible allows for the exploration of different approaches, while humility helps acknowledge limitations.
  • Clarity enables alignment on solutions, and speed drives innovation by facilitating rapid iteration and decision-making.
  • By embracing these principles, the Notion AI team aims to push the boundaries of what is possible with AI technology.

How to recall an email in Outlook


Zapier | By Hachem Ramki

April 10, 2024

  • If you accidentally send an email with a mistake, you can recall it in Outlook if the recipient also uses Office 365 or Exchange within your organization.
  • To recall an email, find it in your sent folder, click "Recall message" under the three dots menu, and confirm.
  • However, there are certain conditions that affect the success of the recall.
  • If the email has been opened or 120 minutes have passed, the recall will not be possible.
  • To avoid email mishaps, consider enabling the undo send feature, scheduling emails for later, or sending emails to yourself for testing before sending them to others.

Why attend POST/CON 24? Join global tech leaders for revealing panels, workshops, and fun


Postman | By The Postman Team

April 8, 2024

  • Attention tech enthusiasts! Postman's 24 conference will bring together leading professionals for engaging discussions and interactive workshops.
  • This global event offers a platform to learn, connect, and stay up-to-date on the latest technological advancements, providing a fun and informative experience for beginners and experts alike.

How to Build a TODO App from Scratch with React.js


freeCodeCamp | By Spruce Emmanuel

April 12, 2024

Web
Backend
  • Building a TODO app is an ideal starting point for beginners to learn React.js.
  • This tutorial takes you step-by-step through creating a simple TODO app with features like adding, editing, deleting, and marking todos complete.
  • You'll learn about React components, state management, event handling, and data persistence using localStorage.
  • By following the detailed instructions and code examples, you can build your own TODO app that allows users to manage their tasks effectively.

How LLMs Can Boost Legal Productivity (with Accuracy and Privacy)


Cohere | By Robin Gainer

April 12, 2024

AI
  • The legal industry is undergoing a significant transformation due to advances in artificial intelligence (AI), particularly generative AI and large language models (LLMs).
  • These models have the potential to revolutionize the efficiency and accuracy of legal processes, such as discovery, document review, and contract analysis.
  • Legal tech providers and law firms are leveraging LLMs to develop new solutions and streamline operations, giving them a competitive advantage.
  • However, there are concerns regarding potential inaccuracies, biases, and intellectual property rights violations.
  • To mitigate these risks, firms should carefully evaluate LLM providers, ensuring they offer robust security and privacy measures, provide guidance and training for the LLM, and indemnify against IP claims.
  • By embracing LLMs and taking a proactive approach, legal professionals can harness the benefits of this technology to enhance their productivity and deliver greater value to clients.

How to create a template in Google Docs


Zapier | By Jessica Lau

April 10, 2024

  • Google Docs offers limited premade templates, but you can create custom ones.
  • Google Workspace users can submit templates for use within their organization.
  • Personal Google account holders can create templates by naming and saving a unique document, and using "TK" or uncommon letter combinations to mark placeholder text.
  • To use these as templates, make copies of the original document.
  • Zapier can automate template population with data from other apps.

Ideas: Language technologies for everyone with Kalika Bali


Microsoft Research | By Brenda Potts

April 11, 2024

AI
  • Kalika Bali, a Microsoft Research Principal Researcher, is driven by the belief that everyone should have access to AI technology in their own language.
  • With this in mind, she is working on developing language technologies that will benefit under-resourced and underserved language communities around the world.
  • Bali's work is centered around the idea of "design thinking," which involves discovering the needs of the community, designing solutions with the community, developing and deploying the solutions, and then iterating based on feedback.
  • She has also worked on projects such as Kahani, a project that uses generative AI to create culturally appropriate visual storytelling, and Shiksha, a project that uses generative AI to help teachers create lesson plans.
  • Bali's work has the potential to significantly impact the world by making AI technology more accessible and inclusive.

Space: The $1.8 trillion opportunity for global economic growth


Mckinsey

April 8, 2024

AI
  • The space industry is rapidly expanding, with a projected market value of $1.8 trillion by 2035.
  • This growth is driven by increasing demand for satellite connectivity, positioning and navigation services, and AI-powered insights.
  • The space economy benefits not only the aerospace industry but also a wide range of businesses, from transportation to food and beverage.
  • Its advancements have the potential to address global challenges like climate change.
  • Experts predict that the industry will reach new heights in the coming years, shaping the future of technology and the world we live in.

Vision Language Models Explained


HuggingFace

April 11, 2024

Web
  • Vision language models are powerful tools that can process both images and text, enabling tasks such as image captioning and visual question answering.
  • These models are built using a combination of image and text encoders, and they can learn from a wide range of data types, including documents, web pages, and social media posts.
  • Researchers evaluate the performance of vision language models using various benchmarks, such as MMMU and MMBench, and there are many open-source options available on the Hugging Face Hub.
  • To use vision language models, you can either choose a pre-trained model or fine-tune one on your own data using tools like transformers and TRL.

Prototype even faster with the Gradio UI for Figma component library


Mozilla Hacks | By Melissa Thermidor

April 11, 2024

Web
AI
UI/UX
Algorithms
  • To help teams work faster in the rapidly evolving field of generative AI, Mozilla has created a new tool.
  • This tool is a library of Figma components based on Gradio, a prototyping toolkit.
  • Designers can use these components to quickly create wireframes, making the design phase of prototyping more efficient.
  • The library contains essential elements such as buttons, sliders, and tabs, making it easy for designers to visualize and plan their designs without having to create components from scratch.
  • By using this tool, teams can accelerate their exploration and experimentation with machine learning and generative AI, saving time and effort in the development process.

Deciphering the Ecosystem Product Manager Role: Strategies for Success in Complex Environments


Hubspot | By Eric Peters

April 11, 2024

AI
Robotics
Algorithms
  • As technology advances, product managers play a crucial role in adapting to new challenges and opportunities.
  • One such area is ecosystem product management, which involves building products that connect multiple users and provide value across a software ecosystem.
  • Ecosystem PMs face unique challenges due to their broad user base, complex tech requirements, and the need to navigate collaborations between different product teams.
  • Despite being challenging, ecosystem products offer unique and valuable solutions to users.
  • To succeed in this field, PMs must possess strong research, negotiation, and adaptability skills.
  • They also need to be able to articulate the value of ecosystem products and overcome the challenges of attributing their impact.
  • By embracing the mindset of "always a student," PMs can continue to learn and adapt in the face of constant technological evolution.

Swap Exchange | No. 175


Mckinsey

April 9, 2024

  • Looking for a fun brain-teaser? Try our interactive crossword puzzle! You can play it online or print it out for a more hands-on experience.
  • If solving puzzles is your thing, come back every Tuesday for a new challenge, or sign up to receive weekly alerts when the next one is available.

Mobile DevOps Journey | Evolving Mobile Development at Swiggy with Bitrise | Episode 1


Swiggy | By Agam Mahajan

April 10, 2024

Performance
Mobile
DevOps
Algorithms
  • Swiggy, a popular food delivery app, has been facing challenges with its mobile app development process, resulting in long wait times and technical issues.
  • To improve efficiency and speed up updates, they evaluated various platforms and chose Bitrise, which automates builds, tests, and deployments.
  • This has led to significant improvements, including faster build times, reduced waiting times, increased code quality, and enhanced maintainability.
  • Swiggy plans to explore additional features in Bitrise to further streamline its mobile app development process and stay ahead in the industry.

Your background images might be causing CLS


Sentry

April 12, 2024

Web
  • To make an image (.SVG) stretch to a container's width, you can use the CSS "width" property.
  • However, if the image is added using the "content" property (which is known as a "replaced element"), this is not possible.
  • Instead, you can use the "background-image" property to display the image as a background and set its width to 100%.
  • Additionally, the "padding-bottom" hack can be used to scale the image proportionally.
  • Solving these small layout shift issues can help prevent cumulative performance problems and free up time for development.

5 ways to use the new Find My Device on Android


Android | By Erik Kay

April 8, 2024

  • Android has updated its Find My Device feature, offering several new ways to locate your devices.
  • These methods are designed to make it easier and more convenient for users to find their lost or stolen gadgets.

Introducing Rerank 3: A New Foundation Model for Efficient Enterprise Search & Retrieval


Cohere | By Sylvie Shi

April 11, 2024

Performance
Cloud
Algorithms
  • Cohere's Rerank 3 model enhances enterprise search by providing state-of-the-art capabilities for ranking documents based on their relevance to queries.
  • By utilizing machine learning techniques, it can search through complex data formats such as emails, invoices, and code.
  • Rerank 3 improves search accuracy, particularly for longer documents, and can be integrated seamlessly into existing search systems or legacy applications.
  • It also enables Retrieval Augmented Generation (RAG) systems by identifying the most relevant documents for further processing, leading to improved response quality and lower costs.
  • Additionally, Rerank 3 offers multilingual support and supports searching over JSON and tabular data, making it a versatile tool for enterprises with diverse data needs.

Using Amazon web traffic to track the eclipse


Amazon Science

April 11, 2024

  • Amazon's Supply Chain team uses data visualization to understand customer shopping patterns for inventory planning.
  • By creating visualizations, the team can quickly gain insights and save time.
  • A recent example involved tracking the 2024 solar eclipse.
  • By comparing website traffic during the eclipse to normal days, they could visually trace the path of the eclipse as people paused online shopping to watch the sky.
  • Animating the data in 10-minute bins allowed them to clearly see the movement of the moon, demonstrating how visualizations can make data easier to understand and extract information that might otherwise be missed.