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

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Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

HuggingFace

April 22, 2024

AI
Blockchain
  • JAT, a revolutionary multi-purpose AI agent, merges the capabilities of a transformer, a powerful neural network, with trained expert policies.
  • It excels in various tasks, including video games, robot control, and language comprehension.
  • JAT's unique architecture handles sequential decision-making and different data types seamlessly.
  • Surprisingly, predicting future observations improves its learning efficiency.
  • The JAT project has released a dataset of expert trajectories and the JAT model itself, encouraging further research in generalist agents and the creation of more versatile AI systems.
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Ensuring data reliability and observability in risk systems

Grab

April 23, 2024

Database
DevOps
Backend
  • Grab utilizes an in-house platform called GrabDefence for risk management, which relies on vast amounts of data.
  • To ensure data reliability, GrabDefense leverages Apache Flink for real-time data analysis and Datadog for monitoring.
  • Flink processes data from various sources, transforming it into a standardized format for easy aggregation.
  • Datadog then visualizes the data, detects anomalies, and sends alerts through Slack, allowing teams to quickly identify and address any data issues.
  • By organizing monitors according to source streams, Grab simplifies the monitoring process, enabling teams to pinpoint the exact pipeline experiencing problems.
  • This robust data observability system has significantly improved anomaly detection, reducing the time taken to resolve data issues from days to hours.
  • Grab plans to expand the coverage of this tool and continue refining the workflows to enhance overall system reliability and performance.
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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.
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Postgres Bloat Minimization

Supabase

April 26, 2024

DevOps
  • Postgres tables are stored in files, with each file divided into pages.
  • Rows are placed in pages with free space.
  • Updates create new row versions, with the old ones remaining until the transaction is completed.
  • Vacuum removes old versions and updates page information, increasing query speed.
  • Autovacuum runs automatically, but can be manually triggered for aggressive cleaning (_10VACUUM FULL_).
  • If autovacuum doesn't start or complete successfully, it could be due to long-running transactions or locks.
  • To prevent bloat, consider optimizing autovacuum settings like the number of workers (_10autovacuum_max_workers_) and work memory (_10autovacuum_work_mem_).
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What we launched at Framework

Figma | By Jacob Miller

April 16, 2024

UI/UX
  • Figma's design systems aim to enhance teamwork and productivity.
  • To increase adoption and utilize their full potential, they've implemented marketing strategies and collected community feedback.
  • New features like variables, advanced prototyping, and Code Connect streamline code access for developers, making design systems more accessible and useful.
  • Typography and gradient variables offer greater control and flexibility over text and color schemes.
  • Additionally, the Library Analytics API enables in-depth data analysis for Enterprise customers.
  • With these advancements, Figma empowers teams to create and maintain robust design systems that promote collaboration and ensure consistency throughout organizations.
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What is Biophilic Design? How to Reconnect with Nature through Web Design

freeCodeCamp | By Jaja Ibifubara David

April 23, 2024

Web
  • Biophilic design aims to reconnect us with nature in built environments, including digital spaces.
  • This approach stems from our innate connection to the natural world and its benefits for our well-being.
  • As our lives become increasingly screen-centric, we are spending less time outdoors, leading to various health and mental health issues.
  • Biophilic web design incorporates elements of nature, such as organic shapes, natural materials, and light, into website designs.
  • These elements enhance the user experience by creating calming and engaging digital environments that promote well-being.
  • By embracing biophilic principles, web designers can create websites that foster a sense of connection with nature, differentiate their brands, and improve user engagement.
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The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

HuggingFace

April 19, 2024

AI
Backend
Hardware
  • Large Language Models (LLMs) are powerful tools that can enhance healthcare, but it's essential to ensure their accuracy and reliability.
  • The Open Medical-LLM Leaderboard has been developed to evaluate the performance of LLMs on various medical tasks, using a comprehensive range of datasets that encompass multiple areas of medical knowledge.
  • The leaderboard provides insights into the strengths and weaknesses of different models, guiding researchers and practitioners in the development of more effective LLMs.
  • By offering a standardized platform for evaluation, the leaderboard supports the advancement of medical AI, ultimately contributing to better patient care and outcomes.
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Embracing AI in Talent Acquisition: Insights from Atlassian’s Journey with HackerRank

Hackerrank | By Tanvi Sharma

April 23, 2024

AI
  • Atlassian has harnessed artificial intelligence (AI) to revolutionize its recruitment process.
  • Through a partnership with HackerRank, AI now plays a vital role in identifying and assessing candidates.
  • AI streamlines the process, reduces biases, and improves candidate experiences.
  • It helps Atlassian target candidates who align with its culture and values.
  • AI also assists in scheduling, assessments, interview guidance, and onboarding.
  • By leveraging HackerRank's AI capabilities, Atlassian has enhanced its plagiarism detection accuracy, leading to time and resource savings.
  • This collaboration showcases the power of AI in talent acquisition, helping Atlassian attract and secure top talent more efficiently.
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7 monday.com features to streamline your project management

Zapier | By Hsing Tseng

April 22, 2024

  • monday.com is a versatile work management platform designed to simplify and streamline your workflow with a plethora of features.
  • Its unique interface and flexibility allow you to organize projects in numerous ways, including folders, subfolders, portfolios, boards, and various views.
  • monday.com excels in automating tasks, storing project information in workdocs, providing dashboards for data visualization, and integrating with a wide range of other tools.
  • Additionally, it offers time tracking capabilities and seamless integration with Zapier, expanding its functionality to thousands of additional apps.
  • By harnessing the platform's capabilities, teams can enhance productivity, optimize resource allocation, and gain a comprehensive view of their projects.
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Kubernetes 1.30: Multi-Webhook and Modular Authorization Made Much Easier

Kubernetes

April 26, 2024

Backend
  • Kubernetes 1.30 introduces a new feature called Structured Authorization Configuration, which enhances how you can control who can access your cluster.
  • It allows you to set up multiple authorization checks, like webhooks, in the Kubernetes API server.
  • Each webhook can have specific settings, such as when it should be triggered and how it should respond to failures.
  • This flexibility gives cluster administrators more fine-grained control over access and makes it easier to enforce complex security policies.
  • The feature is currently in beta and can be enabled by specifying an authorization configuration file using the '--authorization-config' command line argument.
  • If you're not yet familiar with it, check out the Kubernetes documentation for more details and examples on how to use it.
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Einstein Copilot for Tableau: Building the Next Generation of AI-Driven Analytics

Salesforce | By Scott Nyberg

April 23, 2024

Backend
  • Salesforce has encountered challenges in integrating and scaling Einstein Copilot for Tableau, an AI-powered analytics tool.
  • To overcome these obstacles and extend the service to more users, the company is leveraging its existing technology and product teams.
  • By streamlining the integration process and enhancing the tool's scalability, Salesforce aims to make Einstein Copilot for Tableau more accessible to businesses seeking to harness the power of AI-driven analytics.
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Genomics workflows, Part 6: cost prediction

AWS Architecture | By Rostislav Markov

April 24, 2024

Web
Cloud
AI
  • Scientists use a web application built with React to enter the details of their genomics workflow runs.
  • The application connects to an Amazon API Gateway, which triggers an AWS Lambda function.
  • This function then calls an AWS SageMaker endpoint to predict the cost of the workflow run.
  • Each workflow has a dedicated ML model trained on historical data to improve cost prediction accuracy.
  • A scheduler in Amazon EventBridge Scheduler periodically triggers model training, automated by an AWS Step Functions state machine using the SageMaker SDK.
  • The state machine trains new models, registers them, and creates hosted endpoints for improved models.
  • This solution helps genomics teams estimate cost, avoid overspending, and promote cost awareness.
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The Slingshot Effect: A Late-Stage Optimization Anomaly in Adam-Family of Optimization Methods

Apple ML Research

April 22, 2024

  • Adaptive gradient methods like Adam are popular for training neural networks, especially with Transformers.
  • However, during late-stage training, a strange behavior called the "Slingshot Effect" arises.
  • This effect involves a back-and-forth movement between stable and unstable training phases, seen in the pattern of weights in the last layer.
  • This unusual phenomenon doesn't fit with current optimization theories, indicating a need for further research.
  • Notably, another optimization technique called "Grokking" tends to occur at the start of the Slingshot Effects.
  • This suggests that adaptive gradient optimizers behave surprisingly at late training stages, prompting a reevaluation of their theoretical foundations.
  • By studying this behavior, we gain insights into how these optimization methods work, which is crucial for improving the performance and efficiency of neural networks.
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How To Set Up TypeORM DataSource in Your NestJS Project

freeCodeCamp | By Ayobami Alaran

April 25, 2024

Web
Database
Backend
  • Managing databases in Node.js and TypeScript applications becomes simpler with TypeORM, an Object-Relational Mapping tool.
  • If you're using NestJS, a progressive Node.js framework, you can seamlessly integrate TypeORM.
  • This step-by-step guide provides instructions for setting up a NestJS project, configuring a TypeORM DataSource for data persistence, and extending the DataSource repository with custom methods.
  • With code examples and clear explanations, you'll learn how to create a database, connect it to your application, write custom database queries, and consume them in your controllers.
  • By following these steps, you can effectively manage your database and build robust server-side applications using NestJS and TypeORM.
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Llamafile’s progress, four months in

Mozilla Hacks | By Stephen Hood

April 25, 2024

Web
AI
Algorithms
  • Open model development is rapidly advancing, with new models emerging frequently and constantly improving.
  • The llamafile project stays up-to-date with these models, providing support for the latest ones like Meta's LLaMA 3 and others.
  • Now, anyone can easily create their own llamafiles, making it easier to use open models.
  • Additionally, llamafile now supports an OpenAI-compatible API server, allowing developers to switch from commercial AI services to open source models.
  • Ongoing integrations with other open source AI projects further enhance its usability.
  • Mozilla warmly welcomes those interested in contributing to or using llamafile, particularly through their Discord server and GitHub repository.
  • Exciting developments are on the horizon for llamafile and open source AI in the coming months.
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Meet Snowflake Arctic, our new LLM!

Streamlit | By Adrien Treuille

April 24, 2024

AI
  • Arctic is an exciting new technology that allows you to easily create interactive applications that harness the power of AI language models.
  • To get started, you can chat with an Arctic AI assistant through a live demo or remix code examples on GitHub.
  • You can also join the Streamlit Community Hackathon for mentorship and platform access.
  • Arctic will soon be available on various app marketplaces like AWS and NVIDIA AI Catalog.
  • Don't forget to share your creations in the Streamlit community and use the #SnowflakeArctic hashtag.
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The right code for your design system

Figma | By Emil Sjölander

April 16, 2024

Backend
  • Code Connect is a new tool that helps designers and developers work together seamlessly.
  • It lets designers share approved code samples and documentation directly from their design system.
  • This ensures that developers have access to the most up-to-date and accurate information, reducing errors and inconsistencies.
  • As teams grow, Code Connect helps keep everyone on the same page, preventing silos and ensuring everyone is working from the same source of truth.
  • In the future, Code Connect could enable even deeper integrations between design and development workflows, including automatic audits, analytics, and streamlined approval processes.
  • Beta access is available now for certain Figma plans, with general availability planned later this year.
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Packaging Supabase with Nix

Supabase

April 25, 2024

Cloud
Backend
  • Nix is a powerful tool that allows developers to build and manage software packages with ease.
  • It isolates each package's dependencies, ensuring they work independently and prevent conflicts.
  • The deterministic nature of Nix builds means that the same output is generated every time, leading to reliable and consistent results.
  • Additionally, Nix's efficient caching system significantly reduces build times by reusing existing components.
  • Current builds utilizing Nix include an AWS instance for Postgres and a Docker image for local hosting.
  • The adoption of Nix has already resulted in substantial time savings, with common operations seeing reductions from 40 minutes to between 1 and 5 minutes.
  • Future plans for Nix integration include streamlined Docker images, automated upgrades and migrations, local build capabilities, cross-platform support, and faster component upgrades.
  • These advancements will empower the Supabase community with robust and efficient software solutions.
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Maximizing the value of cloud with FinOps

Thoughtworks | By Ajay Chankramath

April 23, 2024

  • FinOps is a practice that helps businesses optimize their cloud computing expenses.
  • It involves tracking cloud usage, understanding costs, and making informed decisions to reduce spending.
  • FinOps also includes reporting on cloud usage and costs, which can help businesses identify areas for improvement.
  • By implementing FinOps, businesses can ensure they are getting the most value from their cloud investments and avoid overspending.
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The Top 3 Data Engineering Challenges & How Airbyte Solves Them | Airbyte

Airbyte

April 19, 2024

Backend
  • When it comes to data engineering, it's important to keep your tech tools organized.
  • Airbyte helps with this by providing a wide range of connectors for data extraction.
  • To evaluate your current setup, calculate its Total Cost of Ownership, considering both the benefits and expenses of your data engineering team.
  • Advanced architectures like the lakehouse model help separate storage and processing costs.
  • Airbyte aligns with these architectures as a vendor-agnostic tool that can handle your data extraction needs.
  • By using Airbyte and optimizing your process, you can free up your team to develop models that leverage the advancements in Artificial Intelligence.
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The ultimate task management system with Notion and Todoist

Zapier | By Nicole Replogle

April 25, 2024

Algorithms
  • By combining Notion for project planning and Todoist for task management, you can create a comprehensive productivity system.
  • Using Zapier, tasks created in Notion are automatically sent to Todoist, ensuring all your action items are accounted for.
  • As you mark tasks done in Todoist, they're updated in Notion, keeping both tools in sync without manual double-entry.
  • Notion's customizable databases allow you to organize projects by category and tag, providing multiple filtered views of your work.
  • You can also set up automated workflows to create new Todoist projects based on your Notion categories.
  • By integrating Notion and Todoist, you can streamline your task management process and eliminate the need for tedious duplication, giving you a better overview of your projects and tasks.
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Web Performance Regression Detection (Part 1 of 3)

Pinterest | By Pinterest Engineering

April 22, 2024

Web
DevOps
Data Science
  • The Performance Program at Pinterest aims to prevent and detect performance regressions in their software releases.
  • This program includes various tools and processes, such as regression detection, but it also involves proactive measures before and after code changes.
  • The program continuously monitors real-time user experience and performance metrics, which are crucial for identifying regressions early on and conducting thorough root cause analyses.
  • As part of this initiative, Pinterest highlights the value of a strong performance culture and its positive impact on the company's overall engineering practices.
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17 testimonial advertising examples to inspire your next campaign

Zapier | By Ryan Kane

April 22, 2024

Web
Database
Algorithms
  • The concept of testimonial advertising involves customers endorsing products, which companies use in advertisements.
  • Many businesses employ this strategy to build trust, including the cereal company Surreal, known for its amusing "Serena Williams" endorsement.
  • Different types of testimonial ads include text, images, videos, and user-generated content.
  • Brands utilize these ads in various formats, such as LinkedIn ads, Instagram posts, and Facebook case studies, tailoring their messaging to their target audience and leveraging influencers and user endorsements to promote their products effectively.
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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.
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Easily Deploy Multiple LLMs in a Cloud Native Environment

Intel

April 23, 2024

Web
AI
Backend
Hardware
Algorithms
  • Simplifying the deployment of powerful language models (LLMs) in a cloud native environment is now possible with the help of LangChain.
  • This open source framework allows businesses to integrate multiple LLMs into their workflows, providing tailored AI assistance for various use cases.
  • The process involves choosing and packaging appropriate LLMs, considering local or external consumption models, and containerizing the models for deployment within Kubernetes.
  • Integrating multiple LLMs through an LLM proxy enables seamless switching between models, offering customized AI support for various business needs.
  • With LangChain and Intel Kubernetes Service (IKS), organizations can easily deploy and manage LLMs, empowering employees with AI-powered productivity tools.
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New and noteworthy apps: Schedule by Zapier, Notion, and more

Zapier | By Krystina Martinez

April 23, 2024

AI
  • Zapier's latest updates enhance its integration capabilities with popular tools such as Schedule, Notion, Xero, and more.
  • Schedule now offers custom frequency triggers for automated tasks, while Notion integration expands to support files and status properties for databases.
  • Xero's updates simplify financial management with triggers for updated invoices and new credit notes.
  • Intercom's integration improves communication with a "Contact Replied" trigger and "Reply to Contact" action.
  • Pardot and Marketo integrations enhance lead management with new triggers for status updates and lead changes.
  • Stripe's actions streamline payment processing, and Jira Software Cloud's additions aid in issue searching and sprint organization.
  • Big Cartel's integration expands with triggers and actions for order management and inventory tracking.
  • TalentLMS empowers users with API requests and custom actions, while FreshBooks supports credit notes for accounting automation.
  • Onfleet's updated integration enables order creation and management, and Copilot introduces triggers for project automation.
  • Other integrations include Zapier Chatbots for custom AI chatbots, Connekter for lead generation, StreamYard for live streaming, and Dex for relationship building.
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Technical Learning at Lyft: Build a Strong Data Science Team

Lyft | By Shumpei Goke

April 24, 2024

AI
Robotics
  • Lyft's Technical Learning Council (TLC) provides ongoing learning opportunities to enhance the technical skills of their data scientists.
  • TLC offers a variety of programs, including lecture series on data science methods, a Computer Science for Data Scientists course to teach foundational computer science skills, and guest talks from experts in the field.
  • These programs aim to build scientists' core data science abilities, enhance their software engineering skills, and keep them abreast of the latest research trends.
  • TLC also hosts forums like Science Brown Bag, where scientists can share their project achievements and foster collaboration.
  • By investing in technical learning, TLC supports data scientists in solving complex problems, driving innovation, and advancing their careers.
  • This contributes to both Lyft's business success and the professional growth of its scientists.
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4 Ways to Generate UUIDs in Node.js

Refine.dev

April 24, 2024

Backend
  • UUIDs are unique identifiers like codes that help organize data in computer systems, ensuring its accuracy and uniqueness.
  • These codes can be long and hard to use, but tools like "UUID shorteners" make them shorter and easier to manage.
  • These tools help convert long UUIDs to shorter versions and convert them back when needed.
  • UUIDs are crucial for organizing data and preventing mix-ups, making them widely used in a variety of applications.
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What is Llama 3 and why does it matter?

Zapier | By Harry Guinness

April 19, 2024

Web
AI
Backend
Algorithms
  • Meta's Llama 3 is a free and open-source large language model similar to OpenAI's GPT and Google's Gemini.
  • Meta has trained Llama 3 with a massive dataset and various techniques to generate human-like text.
  • It comes in several versions with varying capabilities, including an "instruct" model that understands instructions well.
  • Developers can use Llama 3 as a starting point to create custom LLMs for specific tasks.
  • Meta's openness allows companies to have more control over their AI applications and promotes the development of innovative AI solutions.
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Introducing Flexible User Roles: Right Size the Access for Your Users

Hackerrank | By James Voytek

April 25, 2024

  • Managing access to a SaaS platform can be challenging, especially with complex workflows and numerous users.
  • HackerRank's flexible user roles provide a solution by allowing admins to customize access levels for each user.
  • Admins can now manage 30 different capabilities, such as editing tests or sending invitations, and adjust these permissions at the role or individual user level.
  • This granular control ensures the right access is granted to each user, preventing insufficient or excessive permissions.
  • To activate this feature, admins can contact support or their account manager.
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Getting to know YC's newest Group Partner, David Lieb

YCombinator | By Greg Kumparak

April 24, 2024

  • After a decade at Google where David worked on Google Photos, he faced a life-changing diagnosis of leukemia.
  • Upon recovery, he realized that he wanted to return to working with startups in their early stages.
  • David joined Y Combinator (YC), an accelerator program for early-stage startups, where he found himself in a similar environment to the one he had experienced as a founder.
  • YC has significantly expanded since his time as a founder, offering more resources and support to startups.
  • One of the biggest surprises for David has been how YC operates very similarly to the startups it advises, prioritizing software, speed, and iteration.
  • If he could go back to his early days at Bump, he would advise himself to trust his instincts and allow the product to develop in the direction it wanted to go, which ultimately led to Google Photos.
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How to post new YouTube videos on Facebook

Zapier | By Khamosh Pathak

April 24, 2024

  • Automation is crucial for social media strategies, especially when you have a lot of content to share.
  • Imagine you have a busy YouTube channel, manually posting new videos on your Facebook Page can distract you from more important tasks.
  • That's where a simple automated workflow comes in.
  • You can create a "Zap," which is like an automated assistant, to connect your YouTube channel to your Facebook Page.
  • When a new video is uploaded to YouTube, the Zap will automatically share it on your Facebook Page.
  • This saves you time and ensures your Facebook audience is always up-to-date with your latest videos.
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Procedural Macros in Rust – A Handbook for Beginners

freeCodeCamp | By Anshul Sanghi

April 24, 2024

DevOps
Backend
Coding
  • Procedural macros in Rust allow you to extend the language with custom functionality.
  • This guide teaches you how to write macros, starting from simple ones to more elaborate ones.
  • You can create macros that generate code based on input (derive macros), add behavior to code (attribute macros), or create function-like shortcuts (function-like macros).
  • While macros offer great flexibility, they also have drawbacks like lack of debugging and auto-completion support, which should be considered when deciding whether or not to use macros.
  • This guide assumes basic Rust knowledge and provides real-world examples and a repository with code.
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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.
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Forecasting the Future: AI2’s Christopher Bretherton Discusses Using Machine Learning for Climate Modeling

Nvidia | By Kristen Yee

April 24, 2024

AI
  • Machine learning, a powerful technology, is being explored by scientists to enhance climate modeling.
  • Traditional climate models have limitations, but machine learning can help overcome them.
  • It allows for more localized predictions, empowering communities to prepare for climate-related risks.
  • By using machine learning, scientists aim to improve the accuracy of climate models, enabling society to better manage the impacts of climate change and create strategies for mitigation and adaptation.
  • Ongoing research and collaboration are crucial in this endeavor, and experts like Christopher Bretherton at the Allen Institute for Artificial Intelligence are leading the way.
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Into the Omniverse: Unlocking the Future of Manufacturing With OpenUSD on Siemens Teamcenter X

Nvidia | By Madison Huang

April 25, 2024

AI
Backend
  • OpenUSD, a technology that describes and connects 3D objects, is revolutionizing manufacturing by enabling the creation of highly accurate and detailed digital replicas (twins) of real-world products.
  • Siemens, a leading industrial technology company, is incorporating OpenUSD into its software platform to enhance the design, simulation, and testing of products virtually.
  • By simulating real-world conditions, Siemens can optimize resource allocation, reduce waste, and improve product quality.
  • Additionally, Siemens is leveraging OpenUSD to generate synthetic training data for AI models, enabling them to detect defects and control robots more accurately.
  • Siemens' ongoing commitment to OpenUSD highlights the technology's potential to transform industrial workflows, leading to increased efficiency, lower costs, and enhanced sustainability.
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An illustrated guide to the Advanced Encryption Standard (AES)

Thoughtworks | By Gitanjali Venkatraman

April 24, 2024

Security
  • The Advanced Encryption Standard (AES) is a secure and efficient method for encrypting data.
  • It is commonly used to protect sensitive information in areas such as cryptography, cybersecurity, and digital communications.
  • AES encrypts data using a complex algorithm that transforms the original data into a scrambled form that is difficult to decipher.
  • This ensures the confidentiality and integrity of the data, safeguarding it from unauthorized access.
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Jotform vs. Typeform: Which is the best form builder? [2024]

Zapier | By Ryan Kane

April 23, 2024

  • When choosing between Jotform and Typeform, consider your needs.
  • Jotform offers more app integrations than Typeform, including lesser-known software.
  • With Zapier, you can connect both apps to additional tools.
  • Zapier excels in workflow automation, integrating with thousands of apps.
  • If you prioritize aesthetic forms and a user-friendly interface, Typeform is recommended.
  • For affordability and flexibility with app integrations, Jotform is a suitable choice.
  • For a simpler option, Zapier Interfaces allows for easy form creation within broader customer management solutions.
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How We Scaled Salesforce Edge Up to 5 Million Orgs

Salesforce | By Scott Nyberg

April 19, 2024

Web
Performance
Backend
Coding
Algorithms
  • Salesforce Edge, an internal content delivery network, experienced rapid growth and encountered scalability issues with its control plane architecture.
  • To address this, the team considered rewriting the software from scratch but opted for a refactoring approach for the data plane to maintain interoperability and security.
  • They used a systematic approach, prioritizing metrics and identifying areas for improvement.
  • The most significant pain point was the limited scale of configuration size, which was resolved by adopting a streaming approach and multi-threading for maximum core utilization.
  • By prioritizing scalability and learning from the original architecture, the team successfully addressed the pain points and increased the customer base from 130,000 to 2 million without downtime.
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Zapier Paths gets a power-up: Introducing new rules

Zapier | By Krystina Martinez

April 24, 2024

  • Zapier recently upgraded its "Paths" tool, which helps automate complex processes.
  • With this update, users can now create "fallback paths" that ensure Zaps run even when conditions aren't met.
  • You can also create "no-rule paths" that always run, regardless of conditions.
  • Additionally, Zapier has made it easier to use Paths with improvements like horizontal path step reordering, path step expanding/collapsing, and drag-and-drop path visualization.
  • These upgrades make it faster and more convenient to create powerful automations without the hassle of decision fatigue.
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Enterprise best practices: successfully govern your API content and users

Postman | By Garrett London

April 23, 2024

  • Postman, a popular software for managing APIs (Application Programming Interfaces), is hosting its annual conference from April 30th to May 1st, 2024, in San Francisco.
  • At the conference, experts will share best practices for businesses that use APIs, focusing on how to effectively control access to APIs and their content to ensure secure and efficient operations within the organization.
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How to Use Object-Oriented Programming in Python – Explained With Examples

freeCodeCamp | By Damilola Oladele

April 24, 2024

Backend
  • Object-oriented programming (OOP) involves creating classes that group related data and methods into objects.
  • In Python, classes serve as blueprints for creating objects, each with its unique attributes and behaviors.
  • Instance attributes hold object-specific data, while class attributes are shared by all instances.
  • Instance methods, defined within classes, allow objects to perform specific actions or access their internal state.
  • Encapsulation ensures data protection by restricting direct access to certain attributes and methods, while inheritance enables classes to inherit and extend the functionality of existing classes.
  • OOP promotes code structure, reusability, and maintainability, especially for complex programs.
  • By organizing code according to real-world relationships, OOP simplifies understanding and modification while facilitating the creation of robust and efficient software.
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Multi Objective Optimisation in Suggestions Ranking @ Flipkart

Flipkart | By Pranjal Sanjanwala

April 19, 2024

Performance
  • To enhance the ranking of search results, two solutions were initially explored: separating compute-intensive L2 ranking from the index and creating a custom scoring model.
  • However, these approaches proved challenging.
  • Instead, a quick multi-objective optimization (MOO) setup was implemented.
  • This setup combines the scores of two models into a single fusion model.
  • By leveraging tree weights, the influence of each model and its trees can be adjusted.
  • While this solution has limitations, it quickly enabled the testing of a multi-objective ranking approach.
  • Subsequently, the team has progressed towards a more comprehensive solution involving custom L2 ranking to support complex models and meet performance requirements.
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What is top of mind for dairy executives in 2024?

Mckinsey

April 23, 2024

Algorithms
  • As the world's population grows, the dairy industry must find ways to sustainably feed people.
  • Sustainability has become a top concern for dairy executives, who are also navigating challenges with regulations and a changing labor market.
  • While executives are excited about growth and innovation in the industry, they worry about the costs of sustainability initiatives and the complexity of addressing emissions from farms.
  • Despite these challenges, the industry is making progress toward sustainability goals, with many companies now having dedicated sustainability leads.
  • Dairy companies are also addressing labor needs and inflation, and focusing on attracting and retaining a new generation of workers.
  • By embracing innovation and tackling sustainability head-on, the dairy industry can create a brighter future while meeting the needs of a growing population.
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Ubuntu Desktop 24.04 LTS: Noble Numbat deep dive

Canonical | By Oliver Smith (Oliver Smith)

April 25, 2024

Web
  • Ubuntu 24.04 LTS (Long Term Support) enhances software security by refining how Personal Package Archives (PPAs) are managed.
  • PPAs now have a direct link between their signing key and repository, preventing one key from signing multiple repositories.
  • Additionally, APT mandates the use of more robust public key algorithms for repository signing.
  • The proposed pocket, used for testing software updates, now allows users to selectively install updates, reducing the risk of system instability.
  • These improvements aim to enhance software management security and provide a solid foundation for future management and compliance tools.
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Register now and save 50% on training at Data + AI Summit

Databricks

April 23, 2024

AI
  • Take advantage of a special offer at Data + AI Summit! For a limited time, you can save 50% on training and certification using the code TRAIN50FOTY.
  • This exclusive deal won't last forever, so don't miss out on this opportunity to upskill and advance your career in the exciting field of data and AI.
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Create SocialBee content on autopilot with RSS feeds

Zapier | By Nicole Replogle

April 23, 2024

  • Social media managers often face challenges managing multiple accounts and creating engaging content for each platform.
  • SocialBee is a platform that simplifies this process, allowing users to schedule and analyze content across various channels.
  • However, generating enough content for multiple channels can still be a hurdle.
  • By connecting SocialBee to RSS feeds using Zapier, brands can automate the process of turning blog posts and news items into social media posts.
  • This saves time and ensures that important content is not overlooked.
  • Zapier also supports connections with other apps, allowing users to automate various tasks related to content creation and sharing.
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Kubernetes 1.30: Read-only volume mounts can be finally literally read-only

Kubernetes

April 23, 2024

Backend
  • Kubernetes now supports "recursive read-only" mounts, ensuring that mounted volumes are truly read-only and preventing accidental changes.
  • By enabling this feature and setting "readOnly" to "true," you can apply additional restrictions that make the mounts completely immutable.
  • This is achieved by utilizing a new kernel feature in Linux kernels version 5.12 and above.
  • To use recursive read-only mounts, you'll need Kubernetes version 1.30 or later with the feature gate enabled, as well as compatible CRI and OCI runtimes.
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Kubernetes 1.30: Beta Support For Pods With User Namespaces

Kubernetes

April 22, 2024

Performance
  • Linux has a feature called "user namespaces" that isolates the user and group IDs used within a container from those on the host.
  • This means that even if a process breaks out of the container, it will have limited privileges on the host system.
  • In Kubernetes 1.30, user namespaces became a beta feature, meaning they are now stable enough for wider use.
  • By enabling user namespaces for pods, you can improve their security by preventing lateral movement between containers and reducing the impact of a container breakout.
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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.
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5 ways to automate SendGrid with Zapier

Zapier | By Daniel Kenitz

April 24, 2024

  • Simplify your email marketing process by connecting your email delivery service (like SendGrid) with your other business tools using Zapier.
  • This allows for seamless customer experiences by automatically adding new leads to your email campaigns when they take specific actions (like submitting forms or clicking on ads).
  • Zapier's automated workflows, called Zaps, make it easy to streamline tasks such as sending follow-up emails, connecting with spreadsheets, receiving information from webhooks, nurturing leads, and creating personalized campaigns based on customer data.
  • By integrating SendGrid with your tech stack, you can create a comprehensive email presence that practically runs itself, extracting key data to tailor campaigns and build strong customer relationships.
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Automation for all

Zapier | By Will Harris

April 22, 2024

  • Automation is an effective tool for tasks that are prone to human error, time-consuming, or repetitive, such as data entry or sending reminders.
  • By automating such tasks, individuals can streamline their work, while teams can enhance collaboration and reporting.
  • At the company level, automation can transform customer lifecycle management and streamline internal processes like payroll or onboarding.
  • Embracing automation empowers everyone within an organization, fostering creativity, efficiency, and improved results, driving the organization's success amidst the competitive landscape.
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How to Determine Causal Effects when A/B Tests are Infeasible through Adopter Analysis

Walmart | By Avanti Chande

April 19, 2024

  • Testing new products or features can be challenging for businesses.
  • However, analyzing the behavior of early adopters, those who eagerly embrace new products, can provide valuable insights.
  • By understanding why they adopt and how they use the product, businesses can gain insights into the product's potential appeal, user experience, and areas for improvement, ultimately making the testing process more feasible and effective.
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How We Manage White-label Integrations in Runtime

Agoda | By Agoda Engineering

April 24, 2024

  • You can set up your build tasks to run tests only when the specific modules you've changed are affected.
  • For white-label modules, only test the ones that have changed, excluding core modules.
  • For other modules, run tests only if the current module has changed.
  • In the root project, run tests if changes involve the source code.
  • These settings help optimize testing by focusing on the relevant parts, improving efficiency and ensuring accurate results.
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Webflow Crash Course

freeCodeCamp | By Beau Carnes

April 24, 2024

Web
  • Mastering Webflow has become easier with the new course on freeCodeCamp.org's YouTube channel.
  • Whether you're a beginner or an experienced designer, this course led by Webflow expert Ashokkumar Chavada will guide you through everything you need to know about Webflow, a powerful tool that allows you to create stunning websites visually without writing code.
  • From understanding the basics of web design to implementing advanced features like CSS Grid and Flexbox, you'll learn how to build responsive landing pages, optimize for SEO, and integrate interactive elements.
  • By the end of this comprehensive 2-hour course, you'll have the confidence to create professional-looking websites that perform well in search engines and engage users.
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Connect Calendly to Zoom: Create meetings from scheduled events

Zapier | By Khamosh Pathak

April 19, 2024

  • Scheduling apps streamline appointment setting, eliminating the hassle of emails and phone calls.
  • To enhance their functionality, you can use Zapier, an automation tool.
  • Zapier allows you to automatically add Zoom meeting information to your Calendly invitations.
  • After creating a Zap on Zapier, you can connect your Calendly and Zoom accounts.
  • Customize the trigger and action settings to define when and how Zoom meetings are created for new Calendly appointments.
  • You can specify meeting details like topic, time, duration, and password.
  • By setting up this automated workflow, you can easily manage your meetings, ensuring all necessary information is automatically shared with attendees.
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Where is the archive in Gmail? A quick guide with a simple answer

Zapier | By Dylan Reber

April 22, 2024

  • In Gmail, there's no specific "archive" folder.
  • Instead, anything that's not in your inbox or trash is considered archived.
  • To access your archived emails, go to the "All Mail" folder.
  • You can also archive emails by clicking the "Archive" button from your inbox or directly from an open email.
  • If you accidentally archive an email, you can easily restore it to your inbox from the "All Mail" folder.
  • The "All Mail" folder also includes emails from your inbox, so to search only archived emails, use the search bar and type "NOT label:inbox." Additionally, you can label archived emails to keep them organized.
  • Gmail allows you to set up filters to automatically archive emails that meet certain criteria, making it easy to manage your inbox efficiently.
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AI in customer service: 11 ways to automate support

Zapier | By Bryce Emley

April 22, 2024

Web
AI
Backend
Algorithms
  • New Mexico's Blake's Lotaburger serves a unique Christmas-style breakfast burrito with both red and green chile.
  • While the author's experience with AI-powered customer service includes a personalized order-taking chatbot, AI is increasingly used in customer service to streamline workflows and enhance customer experiences.
  • Companies employ AI to analyze customer data, provide self-support options, assist agents, and improve processes.
  • Specific examples include using chatbots to answer common questions, leveraging machine learning for personalized shopping experiences, monitoring wait times, and generating content for agent responses.
  • While AI offers benefits like increased efficiency and lower costs, concerns include privacy, system maintenance, implementation challenges, and team resistance.
  • Several AI customer support software options are available, including AI help desks, generative AI tools, chatbot solutions, and integrated platforms.
  • Automating customer service using AI can significantly improve efficiency, customer satisfaction, and retention.
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BrowserStack Newsletter April 2024

Browserstack | By BrowserStack Team

April 23, 2024

Mobile
AI
  • BrowserStack, a software testing platform, announces enhancements to its products.
  • For Live and App Live, improved filters in the SIM dashboard ensure a seamless testing experience.
  • Automate offers dynamic device allocation, expanding device coverage.
  • App Automate supports the latest Detox version.
  • Test Observability introduces a Component Summary Widget and CodeceptJS framework integration.
  • Test Management enhances Jira integration with AI-assisted test case creation.
  • BrowserStack also highlights its community initiatives, including the BrowserStack Champions program and QA meet-ups in various cities worldwide.
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Achieving Performant Single-Tenant Cloud Isolation with IBM Cloud Bare Metal Servers, Ubuntu Core, Snaps, and AMD Pensando Elba Data Processing Unit

Canonical | By Benjamin Ryzman (Benjamin Ryzman)

April 22, 2024

Performance
Security
  • IBM Cloud's bare metal servers provide isolated and high-performing cloud environments for customers.
  • This setup, supported by Ubuntu Core and Snaps on AMD Pensando Elba DPU cards, ensures that each tenant's servers are completely separate from the cloud infrastructure.
  • This design allows for consistent performance and gives the cloud provider non-intrusive control.
  • This solution benefits businesses by enhancing security, improving efficiency, reducing costs, and enabling the development of new services.
  • IBM Cloud's ongoing collaboration with Canonical and AMD Pensando aims to expand this innovative approach to other IBM Cloud offerings, while also achieving FedRAMP compliance to further enhance security and performance.
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Let’s Architect! Discovering Generative AI on AWS

AWS Architecture | By Luca Mezzalira

April 24, 2024

Cloud
AI
DevOps
  • Generative AI, a technology that produces new content from existing data, has various applications beyond language or image creation.
  • It can help you tackle challenges related to workloads and enhance DevOps practices.
  • By using techniques like RAG (providing contextual information) and fine-tuning, you can optimize your generative AI models.
  • Hands-on workshops and practical examples will guide you in building, training, and deploying your models.
  • Amazon SageMaker and Amazon Bedrock are available to support you in your journey.
  • Using generative AI can unlock new possibilities to improve your DevOps and other areas.
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NVIDIA to Acquire GPU Orchestration Software Provider Run:ai

Nvidia | By Alexis Bjorlin

April 24, 2024

AI
Hardware
  • NVIDIA has announced the acquisition of Run:ai, a software provider that helps companies efficiently use their AI computing resources.
  • Run:ai's platform provides a centralized interface to manage AI workloads, optimize resource usage, and pool computing power.
  • By combining Run:ai's capabilities with NVIDIA's accelerated computing platform, customers will gain an improved management system for their AI workloads, making it easier to access, manage, and share resources for complex AI tasks.
  • This acquisition will simplify AI deployments and maximize the value of compute investments, allowing customers to focus on developing and deploying AI applications rather than managing infrastructure.
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Speeding up C++ build times

Figma | By Isabel Ren,Â

April 25, 2024

  • To speed up C++ build times, Figma employed various strategies, including creating "Fwd.h" files.
  • These files separate header file declarations and definitions, making the codebase easier to read and reducing the build process duration.
  • Additionally, automated tools like DIWYDU and includes.py were developed to identify unnecessary code inclusions, further optimizing build times.
  • These efforts have significantly reduced build times by 50% and prevented potential build slowdowns, enhancing developer productivity.
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Introducing the Open Chain of Thought Leaderboard

HuggingFace

April 23, 2024

AI
  • The Open Chain-of-Thought Leaderboard measures how well large language models (LLMs) can provide step-by-step explanations (chain-of-thought traces) when solving reasoning problems.
  • It uses tasks like answering logic puzzles and legal reasoning questions.
  • LLMs are prompted to first think aloud and then provide a solution, allowing researchers to track the model's reasoning process and see how it affects accuracy.
  • So far, smaller LLMs have shown surprising effectiveness in chain-of-thought reasoning, and tuning models for specific tasks has helped improve their performance.
  • However, there's still room for improvement, and the project welcomes contributions from the community, including submitting LLMs for evaluation, analyzing results, creating an interactive dashboard, and proposing new reasoning chains and tasks.
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Data Democratization: Embracing Trusted Data to Transform Your Business

Databricks

April 24, 2024

  • Data democratization makes data accessible and understandable to everyone in an organization, not just data scientists.
  • It ensures that data-driven decisions can be made at all levels, improving accuracy and trustworthiness.
  • By breaking down data silos and empowering users with self-service tools, data democratization unlocks the full potential of data and drives better outcomes.
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How to choose the best automation software

Zapier | By Will Harris

April 24, 2024

AI
Algorithms
  • To improve efficiency and empower teams, consider using an automation platform.
  • Selecting the right one involves several steps: first, determine the processes to automate by reviewing current processes and imagining ideal ones.
  • Next, ensure the platform integrates with your existing apps and consider the complexity of your workflows.
  • Estimate the number of tasks you'll automate to factor in pricing.
  • Choose a platform that allows for scalability as you expand automation.
  • Additionally, consider must-have features like ease of use, AI capabilities, and built-in apps.
  • Don't overlook security and compliance standards, and take advantage of free trials to test potential platforms before committing.
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The Art of System Debugging — Decoding CPU Utilization

Flipkart | By Emmanuel Livingstone

April 23, 2024

Web
Performance
Backend
Hardware
Coding
Algorithms
  • A pod was experiencing abnormally high system CPU utilization compared to its user CPU utilization, indicating excessive system resource usage.
  • Flame graphs revealed that a Java function, Runtime.availableProcessors, was consuming a significant portion of CPU time in the unhealthy pod.
  • Upon investigating the flame graph further, it was discovered that this function was being called frequently by CompletableFuture.waitingGet.
  • Researching Java bug trackers led to the identification of a root cause: a performance issue in Runtime.availableProcessors that was exacerbated by excessive calls from CompletableFuture.waitingGet.
  • Mitigating this issue involved upgrading Java or setting a specific JVM argument to limit the number of active processors.
  • After these measures were implemented, the pod's performance improved significantly.
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Exploring Support Tooling at Supabase: A Dive into SLA Buddy

Supabase

April 25, 2024

Backend
Coding
  • Supabase has developed SLA Buddy, a tool that helps their support team enforce service level agreements (SLAs) effectively.
  • SLA Buddy monitors Slack channels for new support tickets and sends Slack reminders to support engineers as deadlines approach.
  • It also verifies due tasks and escalates tickets to the appropriate level of support.
  • Additionally, SLA Buddy can post SLA enforcement messages on Slack, and support members can interact with it directly through Slack threads.
  • The tool also monitors support events and updates the support engineer schedule based on Google Calendar information.
  • SLA Buddy has been a valuable asset to Supabase's support operations, keeping the team informed and engaged, and assisting with prioritizing tickets based on their SLA restrictions.
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Medtech propels economic growth and innovation in Southern California

Mckinsey

April 23, 2024

  • Southern California has emerged as a thriving center for medical technology (medtech) innovation.
  • Over 100 leading companies in this sector operate here, generating significant value and rewarding shareholders with impressive returns that surpass industry and market benchmarks.
  • SoCal's medtech industry is driven by a commitment to developing cutting-edge technologies that enhance patient care.
  • The region's diverse range of companies covers various patient needs, fostering a collaborative environment for knowledge sharing, talent development, and investment opportunities.
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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.
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No Data, No Problem: How to Kickstart an AI-driven Product | Airbyte

Airbyte

April 24, 2024

AI
DevOps
Algorithms
  • Securing high-quality data is essential for training effective AI algorithms.
  • If sufficient data is not available, it can be collected internally by recording user activities or requesting feedback.
  • Alternatively, data can be sourced within the organization or externally by accessing publicly available datasets, purchasing from data brokers, or establishing partnerships.
  • Synthetic data generation can also be utilized when real-world data is lacking.
  • Once data is obtained, it is integrated into a centralized location for efficient access and analysis.
  • This integration process involves combining data from various formats and sources.
  • Following data sourcing and integration, the data is prepared and cleaned for model training.
  • From there, the AI model can be selected, trained, evaluated, and iteratively refined until it meets performance expectations and is ready for deployment.
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CatLIP: CLIP-level Visual Recognition Accuracy with 2.7× Faster Pre-training on Web-scale Image-Text Data

Apple ML Research

April 25, 2024

Data Science
  • Contrastive learning has been a powerful tool for teaching visual representation to computers.
  • However, it can be computationally expensive due to the need to compare each image to each text description.
  • This paper introduces a new method that reframes the problem as a classification task, eliminating the need for pairwise comparisons and significantly speeding up the training process.
  • The proposed method maintains the quality of image representations, making it a promising alternative to existing contrastive learning approaches.
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Our biggest product updates from Sessions 2024

Stripe

April 24, 2024

Security
  • Stripe Sessions 2023 unveiled key product updates designed to enhance payment experiences and optimize revenue generation.
  • Improved payment methods and customizable checkout options offer increased conversion rates.
  • Terminal, a point-of-sale solution, now provides offline mode, fleet management, and support for various enterprise features.
  • The Advanced Payments Engine leverages AI to improve authorization, reduce costs, and combat fraud.
  • Organizations allows businesses with multiple entities to manage their accounts under one unified platform.
  • Embedded Payments and Finance enables businesses to integrate financial services and payments into their platforms.
  • Revenue and Finance Automation introduces usage-based billing, automations, and advanced discounting logic.
  • Tax support has expanded to 57 countries, streamlining tax collection and reporting.
  • Moreover, Stripe's modularity allows it to seamlessly work with other payment processors and third-party providers, expanding its ecosystem.
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The McKinsey Crossword: Women’s Book Club | No. 177

Mckinsey

April 23, 2024

  • For a fun brain challenge, try our interactive puzzle or print it out for a relaxing activity.
  • New puzzles are released every Tuesday.
  • To get regular updates, sign up for our weekly email alerts.
  • You can access all our puzzles in one convenient location by clicking on the "See all puzzles" link.
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From margins to mainstream: Asians and Pacific Islanders in Hollywood

Mckinsey

April 24, 2024

  • The US film and television industry has made progress in representing Asian and Pacific Islander (API) actors on-screen, but much work remains.
  • Behind the camera, API professionals face underrepresentation in key roles.
  • Despite this, the influence of API stories has been significant, with successes like "Everything Everywhere All at Once." Studies show that API consumers would spend more on entertainment if their experiences were represented authentically.
  • This represents a potential multibillion-dollar opportunity for the industry.
  • Increasing API representation requires efforts such as promoting API projects in leadership positions, securing financial support for creators, investing in off-screen talent, and expanding criteria for evaluating projects.
  • By embracing these ideas, the industry can not only enhance storytelling but also capitalize on the growing API audience and boost revenues.
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Google's Gemini AI models now available on Zapier

Zapier | By Krystina Martinez

April 23, 2024

AI
  • Google's Gemini, a collection of AI models, is now accessible through Zapier, an automation platform.
  • This integration allows you to seamlessly automate tasks using Gemini, along with other popular AI models like GPT and Claude 2.
  • Through Zapier's simple interface, you can link Gemini to over 6,000 apps, enabling you to automate complex workflows efficiently.
  • Gemini's versatility makes it suitable for both non-coders and developers, with three models (Nano, Pro, and Ultra) to choose from, offering flexibility and scalability for your AI-powered automation needs.
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Let’s talk open design

Canonical | By Ana Sereijo (Ana Sereijo)

April 19, 2024

  • Ubuntu, an open operating system, has been a leader in open source for over 20 years.
  • However, they have recognized a lack of transparency in their design processes, especially in visuals, user interaction, and research.
  • To address this, they have created a working group to empower external designers to contribute to open-source projects.
  • They are currently seeking input from open source maintainers and designers to understand their needs and motivations through a survey.
  • With this feedback, they aim to develop resources that bridge the gap between designers and project maintainers, making it easier for designers to contribute and for maintainers to receive valuable feedback.
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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.
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Build a Responsive Website with HTML and CSS - Course in Spanish

freeCodeCamp | By Estefania Cassingena Navone

April 24, 2024

Web
  • Responsive web development involves creating websites that adjust their appearance and content to fit any device, such as phones, tablets, or computers.
  • This course teaches you how to build a responsive website in Spanish using HTML and CSS.
  • The course covers core concepts of responsive design and gives you hands-on experience creating a responsive website.
  • By learning HTML, CSS, and Flexbox, you'll be equipped to design and implement websites that adapt smoothly to different screen sizes.
  • This not only enhances the user experience but also improves search engine rankings.
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Know how you read: Insights about DynamoDB read consistency models — Part 2

Adidas | By Gabriel Barreras

April 26, 2024

Performance
  • DynamoDB offers two consistency models for reading data: eventual consistency and strong consistency.
  • Eventual consistency reads are less expensive than strong consistency reads, but they may provide stale data in some scenarios.
  • For most scenarios, strong consistency reads are recommended as they prevent data inconsistencies.
  • However, if your system can tolerate data inconsistencies or always updates written data, then you can use eventual consistency reads to reduce costs and latency.
  • Ultimately, the choice of consistency model depends on your specific business case and the acceptable risk of data inconsistencies.
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A Day in the Life of a Machine Learning Engineer at Agoda

Agoda | By Agoda Engineering

April 23, 2024

AI
Robotics
  • As a machine learning engineer, I help optimize online advertising campaigns by using techniques like reinforcement learning to adjust bids in real-time.
  • I work with large data sets using tools like Apache Spark to process and analyze data efficiently.
  • Our team collaborates closely with non-technical teams to gather requirements and ensure our goals align with business needs.
  • We regularly improve our ad structure to enhance machine learning performance and emphasize data quality to improve results.
  • By staying abreast of tech advancements and engaging in research, we continue to innovate and leverage machine learning to bring value to Agoda.
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How Virtual Factories Are Making Industrial Digitalization a Reality

Nvidia | By James McKenna

April 24, 2024

Performance
AI
DevOps
Backend
Hardware
Robotics
  • As electric vehicles, semiconductors, and sustainability become increasingly important, manufacturers are investing in new and improved factories.
  • To overcome challenges like budget overruns and communication issues, they are embracing digitalization and virtual factories.
  • These virtual factories are digital replicas of real factories, allowing manufacturers to simulate and optimize production processes, facility designs, and operations.
  • They enable efficient communication, real-time design verification, and data-driven decision-making.
  • Leading technology companies such as Pixar, Adobe, Apple, Autodesk, and NVIDIA are developing standards and platforms, like OpenUSD and NVIDIA Omniverse, to facilitate the development and interoperability of virtual factory solutions.
  • Industrial leaders like Continental, Pegatron, Rockwell Automation, Siemens, and Wistron are already leveraging these technologies to optimize factory layouts, streamline operations, and improve production efficiency.
  • By embracing virtual factories, manufacturers can improve collaboration, reduce project risk, and maximize productivity.
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Steady progress in approaching the quantum advantage

Mckinsey

April 24, 2024

AI
  • Quantum technology (QT), including quantum computing, sensing, and communication, has experienced significant advancements in recent years.
  • While private funding for QT start-ups has declined slightly, public investment has surged by over 50%, led by countries like Germany, the UK, and South Korea.
  • The focus has shifted towards scaling established start-ups, with a majority of funding going to companies founded five years ago or more.
  • Technological breakthroughs have included progress towards fault-tolerant quantum computing, improved quantum sensing techniques, and advancements in quantum communication.
  • The EU and the UK lead in academic programs, showcasing a growing talent pool.
  • However, collaborations among industry, academia, and government are crucial for addressing challenges, and innovation clusters are emerging to connect these stakeholders and drive value creation in QT.
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How trauma affects your work—and what to do about it

Zapier | By Liz Melton

April 24, 2024

Web
Robotics
  • Losing a loved one is a profound and ongoing experience, triggering waves of grief unexpectedly.
  • Trauma can affect your work in various ways, including difficulty concentrating, feelings of isolation, and fear of being judged.
  • To address this, consider embracing the discomfort, doing a gut check to identify and acknowledge your feelings, using your experience as an opportunity to educate others, and taking time off if possible.
  • As a manager, you can support employees by listening attentively, asking for their needs, consulting with HR, and avoiding judgmental statements.
  • Remember that everyone experiences trauma differently and that having coping mechanisms can empower you to navigate this challenging time.
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Inside Data Cloud’s Secret Formula for Processing One Quadrillion Records Monthly

Salesforce | By Scott Nyberg

April 24, 2024

Performance
Security
Backend
  • Soumya KV and her India-based team at Salesforce are responsible for developing internal apps that assist businesses in tailoring marketing strategies by segmenting customer data into specific groups based on various criteria.
  • This allows companies to target their marketing efforts more effectively, leading to increased conversion rates and better business insights.
  • The team also handles data activation, ensuring that the segmented data is enriched and sent to the appropriate destinations, both within and outside of Salesforce.
  • By unlocking deeper insights into customer behavior, Soumya and her team empower Salesforce customers to make informed decisions that drive business value.
  • They continuously enhance their solutions based on customer feedback, ensuring that their systems meet the scalability, usability, and security requirements of the modern business landscape.
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10 examples of ethos in advertising to inspire your next campaign

Zapier | By Hannah Herman

April 23, 2024

Mobile
Backend
  • Advertising is simply a means of persuasion, aiming to influence our thoughts, emotions, or actions, often by highlighting the expertise or authority of the brand or product.
  • By using concepts such as ethos, which appeals to credibility and trustworthiness, ads can build trust and establish the brand as a reliable source of information.
  • Ethos is often a blend of scientific evidence, expert endorsements, or the reputation of the brand itself.
  • It can create an instant connection with the audience, clarifying the message and fostering brand loyalty.
  • While ethos is a powerful tool, it must be balanced with other forms of persuasion for authenticity and effectiveness to avoid coming across as a logical fallacy.
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Learn Next.js by Building a Cloud Photo App

freeCodeCamp | By Beau Carnes

April 24, 2024

Web
AI
Backend
  • freeCodeCamp's new video course teaches you how to build a photo management app like Google Photos using Next.js.
  • Led by experienced instructor Colby Fayock, the course covers everything from the basics of Next.js to advanced features like image transformation, data management, and AI integrations.
  • Through hands-on practice, you'll learn efficient image handling, dynamic UI enhancements, performance optimization, and more.
  • Whether you're a beginner looking to improve your coding skills or an experienced developer wanting to enhance your web applications, this comprehensive course empowers you to create sophisticated and engaging photo apps.
  • Dive into the 4-hour video on freeCodeCamp.org's YouTube channel and elevate your web development capabilities.
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Code a Kirby Clone with TypeScript and Kaboom.js

freeCodeCamp | By Beau Carnes

April 25, 2024

Web
Hardware
  • Calling all beginners! Join the freeCodeCamp.org YouTube channel for a fun and educational video course that will guide you through building a Kirby game clone using TypeScript and Kaboom.js.
  • TypeScript, an enhanced version of JavaScript, helps you catch errors quickly and organize your code.
  • Kaboom.js makes game development easy with its simple tools for drawing, managing inputs, and adding physics.
  • The course covers everything from setting up your development environment to creating levels, adding gameplay logic, and exporting your finished game.
  • A bonus section even shows you how to share your creation with others.
  • Whether you're a complete newbie or have some experience, this course will kickstart your game development journey!.
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How to make a table in Google Sheets

Zapier | By Hachem Ramki

April 23, 2024

  • Creating a table in Google Sheets allows you to organize and highlight specific data within a larger spreadsheet.
  • To create a table, add descriptive headers to the columns and input your data.
  • Format the cells with appropriate styles, border the table outline, and add visual flair to make the data stand out.
  • Utilize filters to sort and organize your data easily.
  • Add additional rows and columns as needed.
  • Enhance your tables with formulas for calculations and name them for easy reference.
  • Consider exporting or importing data as needed.
  • Collaborate with teammates and utilize version control for tracking changes.
  • Leverage keyboard shortcuts for faster table creation, and explore data validation and conditional formatting for advanced customization.
  • Remember, creating a table is more like "shaping" an existing table to visualize your data effectively.
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Linux Foundation Newsletter: April 2024

Linux Foundation | By andrewb@proximabiz.com (The Linux Foundation)

April 24, 2024

Web
Database
AI
Security
Backend
Hardware
Robotics
Coding
  • The Linux Foundation's April newsletter highlights the latest updates, including the release of SPDX 3.0, the launch of new projects like Margo, Valkey, and OPEA, and the introduction of LF Security.
  • The newsletter also announces OSSNA and ONE Summit events, offers exclusive training discounts, and shares updates from Linux Foundation projects, including the Alliance for OpenUSD, eBPF Foundation, Hyperledger Foundation, and more.
  • It concludes with a list of upcoming events, encouraging readers to follow the Linux Foundation on social media for real-time updates and news.
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How does ChatGPT work? As explained by the ChatGPT team.

The Pragmatic Engineer | By Gergely Orosz

April 21, 2024

AI
Backend
Blockchain
  • ChatGPT, a language-generation AI, operates by breaking down input text into smaller units called tokens.
  • These tokens are converted into mathematical representations called embeddings, which are then multiplied by billions of "model weights" to predict the most likely next token.
  • This process is repeated over and over, sampling the most likely tokens to form a coherent response.
  • ChatGPT's ability to accurately predict the next token is due to its training on a vast dataset of human-created text, allowing it to generate language that sounds natural and informative.
  • However, it's important to note that ChatGPT does not possess human understanding or consciousness, but rather relies on statistical patterns to generate its responses.
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Saluting Notion’s winter interns

Notion | By Shivani Patel

April 25, 2024

AI
  • Notion, a popular workspace app, recently completed its second engineering internship program, where students worked on projects such as enhancing button colors, improving image quality, and aiding search functionality.
  • The interns were mentored by Notion teams and learned valuable lessons about collaboration, feedback, and the importance of being both kind and direct.
  • Each intern had the opportunity to showcase their work at a company meeting and contribute to the app's development, often impacting features used internally by all Notion employees.
  • Some interns shared their favorite Notion features and how they use them, highlighting the app's versatility and the passion of its users.
  • Notion encourages student applications for its next round of internships, offering an opportunity for aspiring engineers to gain hands-on experience and make a lasting impact on a widely used productivity tool.
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Blast From the Past: Stream ‘StarCraft’ and ‘Diablo’ on GeForce NOW

Nvidia | By GeForce NOW Community

April 25, 2024

Hardware
  • GeForce NOW adds 16 games to its cloud gaming library, including popular StarCraft and Diablo titles from Blizzard.
  • These games bring real-time strategy and action role-playing experiences to the cloud, allowing players to access them without the need for local downloads or powerful hardware.
  • Notably, Mac M3 users will enjoy enhanced game streaming quality with the latest AV1 streaming update.
  • The expansion also offers access to other Battle.net games like Call of Duty, allowing players to enjoy a wide range of high-quality games via streaming.
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How to Implement JSON Web Tokens (JWTs) in PHP – PHP Authentication Tutorial

freeCodeCamp | By oghenekparobo stephen

April 24, 2024

Web
Database
Security
Backend
Coding
Algorithms
  • JSON Web Tokens (JWTs) are a secure and reliable way to authenticate and authorize users in web applications.
  • By implementing JWTs, you can easily create and verify tokens that contain user data and other important information.
  • In this article, we'll walk you through the step-by-step process of creating JWTs from scratch in PHP.
  • We'll cover everything from setting up your project to generating and validating tokens.
  • Along the way, we'll also discuss the importance of token expiration and how to use refresh tokens to enhance security.
  • By the end of this article, you'll have a solid understanding of how to use JWTs in your own web applications.
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Canonical releases Ubuntu 24.04 LTS Noble Numbat

Canonical | By Canonical (Canonical)

April 25, 2024

Web
Performance
Cloud
AI
Security
Backend
Hardware
Coding
  • Canonical has released Ubuntu 24.04 LTS, bringing significant performance enhancements and developer tools.
  • It includes the latest Linux kernel, enabling improved task scheduling and faster execution.
  • The built-in profiling tools and Intel's QuickAssist Technology accelerate encryption and compression tasks.
  • Ubuntu 24.04 LTS focuses on supporting developers with updated versions of Python, Ruby, PHP, Go, and .NET, with long-term support for .NET and TCK-certified Java.
  • The Rust toolchain has been simplified, making it easier for developers to use Rust in their projects.
  • For administrators, Ubuntu Desktop now uses the same installer as Ubuntu Server, enabling tailored customization.
  • It also supports Active Directory Group Policy and cloud-init on Ubuntu on Windows Subsystem for Linux.
  • Notably, Ubuntu continues to lead in confidential computing, offering protection for sensitive data in the cloud and on-premises data centers.
  • With a 12-year support commitment, Ubuntu 24.04 LTS provides a stable platform for both personal and enterprise use.
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Author Q&A: Effective Machine Learning Teams

Thoughtworks | By Richard Gall

April 25, 2024

  • Effective machine learning teams prioritize diversity, foster collaboration, and encourage a learning environment.
  • They value individuals with a range of expertise, including data science, engineering, and business acumen.
  • The team mindset emphasizes open communication, where members feel comfortable sharing ideas and constructive feedback.
  • Continuous learning is encouraged through regular training, workshops, and code reviews.
  • Additionally, clear goal setting and performance expectations help guide the team's efforts towards success.
  • By adhering to these principles, machine learning teams can harness the collective knowledge and skills of their members to deliver effective solutions.
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How to post on Facebook from an RSS feed

Zapier | By Khamosh Pathak

April 23, 2024

  • Create a Zapier "Zap" that automatically posts new blog posts from an RSS feed to a Facebook page.
  • The Zap template simplifies the process, but advanced users can customize it.
  • Connect your RSS feed and Facebook Pages account.
  • Choose a post from the RSS feed and set up how the post will appear on Facebook.
  • Select the Page, customize the Post Message with text and data from the RSS feed, and add the post Link.
  • Test the Zap to ensure it works correctly.
  • Once activated, every new RSS feed post will be automatically published on your Facebook page, connecting your blog content with your Facebook followers.
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Kubernetes 1.30: Validating Admission Policy Is Generally Available

Kubernetes

April 24, 2024

DevOps
  • Kubernetes has introduced ValidatingAdmissionPolicy, which provides a declarative way to evaluate and enforce rules for Kubernetes objects.
  • It replaces the earlier validating admission webhook feature.
  • Just like a webhook, you can define rules to check and warn or reject requests for creating or updating objects.
  • However, ValidatingAdmissionPolicy is more convenient because it's declaratively configured within the Kubernetes API itself, eliminating the need for managing separate webhook processes.
  • You can monitor the performance and usage of these policies using metrics available in the API server, allowing you to track the impact and effectiveness of your rules.
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How Airbyte Aligns with Software & Data Engineering Best Practices | Airbyte

Airbyte

April 22, 2024

Database
DevOps
Coding
  • Data analytics teams must adhere to software engineering best practices to create high-quality data assets.
  • Following these practices helps avoid issues like version control gaps, poor SQL practices, and surprise schema changes.
  • Tools like Airbyte embrace these practices by offering features like schema change detection, per-row error handling, and version control.
  • These features ensure data accuracy, reduce error propagation, improve transparency into data processes, and enable rigorous debugging.
  • By implementing software engineering best practices, analytics teams can build scalable, reliable data environments that support informed decision-making and foster trust in their data pipelines.
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Scale iOS Live Activities - APN Optimizations

Jio Cinema | By Anirudh Singh

April 21, 2024

Performance
Mobile
Backend
Network
  • We use a service called APNs to send real-time updates to our users.
  • Initially, our system faced challenges with slowness and timeouts.
  • To address this, we made optimizations such as managing multiple requests concurrently, utilizing channels to control the flow of requests, and implementing a connection pool with diversified host connections.
  • These enhancements have significantly improved our communication with APNs, resulting in a success rate of over 99.99%, enabling us to deliver seamless and timely updates to our users.
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40+ best digital marketing tools in 2024

Zapier | By Jessica Lau

April 19, 2024

  • Zapier helps businesses simplify their digital marketing by automating tasks across various apps.
  • It allows you to connect essential marketing tools, such as form builders and meeting schedulers, with apps used by your team.
  • By streamlining processes, businesses can save time, improve efficiency, and easily expand their marketing efforts.
  • Zapier provides resources to help you automate marketing automation apps, streamline marketing operations, and leverage marketing automation to grow your business.
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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.
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Boost your Automation tests with Enhanced BrowserStack SDK

Browserstack | By Rohan Arya

April 19, 2024

Web
Performance
DevOps
Coding
  • BrowserStack SDK was released 1.5 years ago to enhance your test automation.
  • It has evolved significantly, reducing setup time, minimizing errors, and optimizing latency.
  • Now, it's on a continuous development path with planned features like intelligent test orchestration and enhanced test healing.
  • Over 90% of users have already adopted SDK, which focuses on improving your testing experience.
  • If you're not using it yet, follow the provided migration guides to join the growing community of users benefiting from its advancements.
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Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference

Apple ML Research

April 24, 2024

AI
  • On-device machine learning (ML) allows for privacy-protected, personalized experiences by processing data directly on personal devices.
  • However, creating efficient ML models for devices with limited resources like smartphones is challenging.
  • To address this, we developed Talaria, a system that helps practitioners optimize ML models.
  • Talaria allows practitioners to see how models will perform on specific devices, interactively visualize model details, and test optimization options.
  • Our evaluations, including user surveys and interviews, have shown that Talaria has been widely adopted, with over 800 practitioners using it to optimize over 3,600 models.
  • These users find Talaria's features useful for understanding and improving their ML models.
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Mac Control Keyboard Shortcuts – Hotkeys that Work Everywhere in MacOS

freeCodeCamp | By Quincy Larson

April 25, 2024

  • MacOS offers several keyboard shortcuts accessible anywhere by holding the "Control" key.
  • These shortcuts, known as "Control Hotkeys," originated from Unix and also work in Linux.
  • By remapping the Caps Lock key to Control, you can conveniently use your left hand to execute them.
  • Control Hotkeys include moving the cursor, deleting characters, and manipulating text.
  • They significantly accelerate typing and editing by eliminating the need for the mouse or arrow keys.
  • Repeated use of these shortcuts accumulates time savings, making them invaluable for frequent keyboard users.
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Rays Up: Decoding AI-Powered DLSS 3.5 Ray Reconstruction

Nvidia | By Henry Lin

April 24, 2024

AI
Hardware
Algorithms
  • AI continues to enhance PC gaming with the latest DLSS 3.5 update featuring Ray Reconstruction.
  • This AI-powered feature improves the quality of ray-traced images, such as reflections and shadows, for a more realistic and immersive gaming experience.
  • Unlike traditional methods that rely on hand-tuned denoisers, Ray Reconstruction uses an AI network trained by NVIDIA's supercomputer to generate high-quality pixels between the sampled rays.
  • This results in reduced noise and improved overall image quality, especially in games that heavily utilize ray tracing.
  • DLSS 3.5 also includes other AI-powered features like Super Resolution and Frame Generation, which work together to boost performance and provide a smoother gaming experience without sacrificing visual quality.
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Reducing Downtime from HBase Table Descriptor Modifications

Hubspot | By Ray Mattingly

April 23, 2024

Performance
Backend
  • HBase table descriptor modifications usually cause downtime for users due to region reopening, which can lead to slowness and errors.
  • To solve this, HBase now provides two configuration options: "hbase.reopen.table.regions.progressive.batch.size.max" and "hbase.reopen.table.regions.progressive.batch.backoff.ms." By setting these values, you can control the number of regions reopened in each batch and the time between batches.
  • This throttling reduces downtime and its impact on user experience.
  • Additionally, "lazy table modifications" can be used in specific cases where region reopening is not necessary, further minimizing downtime.
  • These features are available in HBase 2.6, and implementing them can significantly improve the user experience during descriptor modifications.
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Announcing the General Availability of Databricks Asset Bundles

Databricks

April 23, 2024

Backend
  • We're excited to announce the availability of Databricks Asset Bundles (DABs).
  • These bundles make it simple for you to combine and manage related resources like jobs, dashboards, and data sources in a single package.
  • With DABs, you can easily organize and share your data and analytics assets, making it easier to collaborate and reuse resources across your team.
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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark clusters

Databricks

April 25, 2024

Game Dev
  • Introducing Unity Catalog Lakeguard, an exciting new feature that empowers you to execute Apache Spark™ workloads in SQL, Python, and Scala, making it easy to analyze large datasets using powerful programming languages.
  • You can seamlessly integrate Spark with Hive metastore and ACID transactions, enabling you to access data efficiently and ensure data integrity.
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Jaeger vs Tempo - key features, differences, and alternatives

SigNoz

April 22, 2024

Database
Backend
  • Distributed tracing tools like Grafana Tempo and Jaeger help you understand how microservices work together.
  • Tempo, released in 2020, integrates with other tools like Prometheus, while Jaeger, released in 2015, is a popular open-source tool.
  • Distributed tracing involves breaking down user requests into "spans" and tracking them across services using a "trace context." Jaeger and Tempo have similar architectures, with differences in backend storage.
  • Jaeger uses databases like Cassandra or ElasticSearch, while Tempo avoids this maintenance by using a distributor, ingestor, query frontend, querier, and compactor.
  • Both tools provide instrumentation, pipeline, backend, and visualization components.
  • Jaeger's instrumentation relies on OpenTracing APIs, while Tempo uses an open-source vendor-neutral framework.
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Continuous Compliance, an agile practice for functional safety assessment in automotive applications

Thoughtworks | By Vignesh Radhakrishnan

April 25, 2024

  • Continuous compliance is a modern approach to evaluating functional safety in automotive systems.
  • It involves regularly monitoring and testing the system to ensure it meets safety standards throughout its lifecycle.
  • This process helps to identify and fix any potential safety issues early on, reducing risks and improving the overall safety of vehicles.
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Kubernetes 1.30: Structured Authentication Configuration Moves to Beta

Kubernetes

April 25, 2024

Security
  • Kubernetes 1.30 introduces a new and improved authentication system called Structured Authentication Configuration, which allows for more flexibility and extensibility in managing who can access your cluster.
  • This new system allows you to use multiple authentication methods, such as multiple JWT authenticators, and change the configuration without interrupting the API server.
  • It also supports different types of tokens and complex logic to determine if a token is valid, and works with identity providers that may not support certain protocols.
  • To use this new system, specify the path to an authentication configuration file using the '--authentication-config' command line argument when launching the API server.
  • While it's still in beta, you can try it out in Kubernetes v1.30 and provide feedback to help shape future improvements.
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Experience Meta Llama 3 with AMD Ryzen™ AI and Radeon™ 7000 Series Graphics

AMD | By AMD_AI

April 22, 2024

AI
Backend
Hardware
  • AMD's AI strategy aims to make AI accessible to everyone.
  • The recently released Llama 3 model from Meta is now available for use on AMD Ryzen AI PCs and Radeon graphics cards.
  • With AMD's powerful Neural Processing Unit (NPU), you can run AI tasks efficiently.
  • To experience Llama 3, simply download LM Studio and select the model.
  • For Radeon users, enable GPU offload for faster performance.
  • AMD remains committed to advancing AI and making it accessible through its AI PCs.
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Developer Blog: Build a Chatbot with Ryzen™ AI Processors

AMD | By AMD_AI

April 25, 2024

AI
Backend
Hardware
  • Ryzen AI technology brings AI capabilities to your personal computer, making it convenient for individuals to utilize powerful AI applications.
  • These applications, such as AI chatbots, typically require extensive processing power, but with the Ryzen AI processor and software, they can run locally on your laptop without relying on the cloud.
  • The Ryzen AI software includes tools that make it easy for developers to optimize and deploy AI models on the Ryzen AI processor.
  • With a simple three-step process, you can create an AI chatbot that runs efficiently on your Ryzen AI laptop, offering private and responsive interactions.
  • By leveraging the full potential of Ryzen AI, users can unlock a wide range of possibilities for work, collaboration, and innovation without the need for cloud support.
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OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Apple ML Research

April 24, 2024

  • To enhance the reliability and accessibility of large language models, researchers have released OpenELM, a cutting-edge open language model.
  • This model outperforms existing models with fewer resources, using an innovative strategy to distribute parameters within its structure.
  • Moreover, OpenELM provides a comprehensive framework that includes all components necessary for training, evaluating, and deploying the model in a public and transparent manner.
  • By sharing these resources, researchers hope to foster collaboration, ensure the trustworthiness of language models, and empower the open research community for future advancements.
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Security Keys at Reddit

Reddit | By /u/sassyshalimar

April 22, 2024

Security
Backend
  • In response to a security incident last year, Reddit implemented a new security measure for its employees by requiring the use of YubiKeys, which are physical keys that provide an additional layer of protection when logging into internal systems.
  • YubiKeys use a form of cryptography that makes them resistant to phishing.
  • Reddit chose YubiKeys to ensure that only the correct device and user can log in, preventing unauthorized access.
  • The company distributed two keys to each employee, providing a backup in case of loss or damage.
  • While Touch ID on laptops is also used as an additional security measure, YubiKeys are still recommended for secure authentication across multiple devices.
  • The rollout of YubiKeys has also been accompanied by other security enhancements, aiming to protect employee accounts and sensitive company information.
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How to set or schedule an out of office status in Teams (and then remove it)

Zapier | By Bryce Emley

April 22, 2024

Backend
  • Want to let others know you're out of the office? In Microsoft Teams for Business, you can set an out-of-office message that sends automatic replies during a specific time frame.
  • In Teams 365, you can set a status message instead, along with an away status.
  • On mobile, you can also set a status message and away status.
  • Remember, the away status needs to be manually turned off when you return.
  • If you set a time for your status message to clear, it will disappear automatically.
  • Otherwise, you'll need to remove it manually.
  • Additionally, leaving clear instructions for your responsibilities and providing contingency contact information in your message can ensure smoother operations while you're away.
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Rising Tide Rents and Robber Baron Rents

Oreilly | By Tim O’Reilly

April 23, 2024

Web
AI
Algorithms
  • Once driven by a "Do no evil" mantra, Google and Amazon have faced criticism for prioritizing profits over customer satisfaction.
  • They now collect "robber baron rents" by leveraging their market power to extract revenue from existing users instead of continuing to create value.
  • Google places ads before organic search results, while Amazon prioritizes paid results over its own quality algorithms, leading users to choose inferior and more expensive products.
  • This behavior harms users and suppliers, potentially leading to a decline in the ecosystem of services they provide.
  • However, a new generation of companies, such as those using Large Language Models (LLMs), may disrupt the dominance of Google and Amazon by focusing on value creation rather than extraction.
  • To prevent the recurrence of "robber baron" rents in the AI industry, regulators should insist on transparency and accountability from AI developers to monitor their incentives and ensure that they prioritize the interests of users and society.
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What’s new in security for Ubuntu 24.04 LTS?

Canonical | By Alex Murray (Alex Murray)

April 24, 2024

Web
Security
Algorithms
  • Ubuntu 24.04 LTS, codenamed "Noble Numbat," boasts robust security enhancements.
  • It restricts unprivileged user namespaces, enabling only trusted applications to use additional permissions.
  • Modern binaries and the GNU C library offer enhanced buffer overflow protection.
  • The hardware architecture of Armv8-M and Branch Protection improves memory and code security.
  • AppArmor's latest version allows granular network access control and advanced decision-making.
  • TLS 1.0, 1.1, and DTLS 1.0 are disabled to prevent downgrade attacks.
  • The Linux kernel v6.8 introduces Intel shadow stacks, preventing return-oriented programming attacks.
  • Secure virtualization with AMD SEV-SNP and Intel TDX enhances data privacy in virtual machines.
  • Strict compile-time bounds checking in the kernel adds extra protection against buffer overflows.
  • Ubuntu 24.04 LTS offers a secure foundation for developing and deploying applications and services, supported for up to 12 years.
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Indonesia’s green powerhouse promise: Ten bold moves

Mckinsey

April 22, 2024

DevOps
Backend
  • Indonesia, being one of the eight largest greenhouse gas emitters globally, recognizes the urgency of decarbonization and aims to halve its emissions by 2030 and achieve net-zero by 2060.
  • This presents both challenges and opportunities for the country. Challenges include fostering global cooperation, strengthening climate policies, navigating technological transitions, overcoming infrastructure limitations, and securing substantial investments.
  • A just transition is also necessary, ensuring workers are reskilled and socioeconomic disparities are addressed. As for opportunities, the transition to sustainability offers a significant market opportunity, requiring unprecedented global investments of $8-11 trillion annually.
  • Key areas for investment include power generation, transportation, and land use.
  • Indonesia's strategic response to decarbonization includes prioritizing green growth and setting ambitious emissions reduction targets.
  • The government has implemented various regulatory and fiscal incentives to encourage green growth and established a Just Energy Transition Partnership. To accelerate green growth, Indonesia can undertake bold initiatives.
  • These encompass greening the power sector by expanding renewable energy, delivering clean energy by strengthening and expanding the grid, accelerating electric mobility, and building the battery value chain.
  • Additionally, creating a carbon market with Indonesia's abundant nature-based solutions, developing green fuels for transportation, converting mature oil and gas fields into carbon stores, and developing green industrial estates are crucial. Financing the energy transition with green capital, including traditional loans, sustainability-linked loans and bonds, and innovative blended finance, is essential.
  • Indonesia has made progress in sustainable financing but needs to explore new mechanisms and strengthen capacity. Enabling a green economy involves integrating policy, technology, and people.
  • Indonesia could consider developing comprehensive green economy policies, facilitating sustainable technologies, and enticing foreign companies and professionals while fostering domestic talent. By embracing these strategies, Indonesia can position itself as a global beacon for decarbonization, seizing the opportunities while addressing the challenges associated with the transition to a sustainable future.
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The Data Mesh Strategy Behind Intuit’s Global Financial Technology Platform

Intuit | By Tristan Baker

April 22, 2024

  • Intuit has developed a solid foundation for transforming raw data into a well-organized and high-quality format.
  • This enables them to create personalized experiences for their approximately 100 million consumer and small business customers across their global financial technology platform.
  • Intuit faced challenges in data accessibility, understanding, trust, and consumption.
  • To address these, they implemented a distributed enterprise data mesh architecture.
  • This involves empowering data producers to own and describe their data systems, while consumers can easily discover, understand, and utilize it.
  • By introducing data mesh principles and tools, Intuit saw a 26% increase in productivity.
  • They plan to expand this approach across the entire enterprise, potentially even sharing their API definitions and service implementations to promote industry-wide adoption of data mesh strategies.
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AI Drives Future of Transportation at Asia’s Largest Automotive Show

Nvidia | By Danny Shapiro

April 26, 2024

  • Auto China, a major automotive exhibition, showcases the latest car innovations powered by NVIDIA DRIVE.
  • Partners like Chery and JIYUE have adopted NVIDIA's next-gen DRIVE Thor computer, while smart, NIO, GWM, and XPENG showcased new models built on NVIDIA DRIVE Orin, which supports advanced driving features like automatic navigation and parking.
  • Other companies, such as BYD, DENZA, DeepRoute.ai, Hyper, IM Motors, Li Auto, Lotus, Mercedes-Benz, Momenta, Polestar, SAIC R Motors, WeRide, Xiaomi, and ZEEKR, are displaying their NVIDIA DRIVE-powered vehicles and technologies, demonstrating the impact of NVIDIA's AI platform in shaping the future of the automotive industry.
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Climate Tech Startups Integrate NVIDIA AI for Sustainability Applications

Nvidia | By Tenika Versey Walker

April 22, 2024

AI
DevOps
Hardware
  • In celebration of Earth Day, NVIDIA is supporting startups focused on sustainability through its Sustainable Futures program.
  • These startups are using NVIDIA technology to tackle various environmental challenges: Bug Mars utilizes AI to optimize insect farming for food security, Vibrant Planet models vegetation for wildfire resilience, Tomorrow.io develops weather forecasting AI to assist farmers in adapting to climate changes, WindBorne Systems creates weather-sensing balloons for accurate forecasts, and FortyGuard employs AI to monitor urban heat and help cities become more livable.
  • Through accelerated computing and the NVIDIA Earth-2 platform, these startups are advancing their solutions to address climate and environmental issues.
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Porting a cross-platform GUI application to Rust

Mozilla Hacks | By Alex Franchuk

April 23, 2024

Web
Backend
  • The application's Graphical User Interface (GUI) is controlled by an infinite loop that displays all open windows until the application is closed.
  • Certain functions can be executed asynchronously on the GUI thread.
  • The UI model is a set of top-level windows and defines the appearance and layout of the GUI.
  • Each window contains a root element, and the model comprises basic GUI elements like buttons, text boxes, and progress bars.
  • To create the UI, a declarative macro allows for easy definition of the model.
  • The macro generates code that interacts with the GUI implementation, such as displaying windows and handling user input.
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Ideas: Exploring AI frontiers with Rafah Hosn

Microsoft Research | By Brenda Potts

April 25, 2024

AI
Algorithms
  • The Microsoft Research podcast series Ideas delves into the minds of researchers behind groundbreaking technology.
  • In this episode, host Gretchen Huizinga engages with Rafah Hosn, partner and group product manager for AI Frontiers at Microsoft Research.
  • Hosn emphasizes the transformative power of AI and the pressing need for a responsible approach to its development and deployment.
  • She highlights the importance of fostering innovation and experimentation while recognizing the potential implications and risks associated with AI.
  • The podcast explores the "frontier of responsibility" and the measures taken by Microsoft to ensure ethical and responsible use of AI.
  • Hosn stresses the need for a forward-thinking approach to education, emphasizing the importance of preparing the next generation for a future shaped by AI.
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Why don’t we talk about minifying CSS anymore?

Sentry

April 24, 2024

Web
  • CSS minification has become less necessary due to modern front-end tooling that automatically handles it.
  • Nonetheless, it's crucial for front-end developers to grasp how CSS is delivered to the browser.
  • Understanding this process allows developers to monitor its impact on app performance in real-world scenarios, ensuring optimal performance even with the convenience of modern frameworks.
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Low Code Limitations - Exploring the Risk of Vendor Lock-In

Refine.dev

April 19, 2024

  • Low-code platforms, while efficient for app development, can create a dependency on specific skills and vendor lock-in if not managed carefully.
  • Warning signs include limited customization, proprietary data formats, poor integration with other systems, and knowledge loss when citizen developers leave.
  • To mitigate risks, consider low-code platforms only for simple apps or prototypes.
  • Ensure compatibility, data portability, and modular app design.
  • Train teams on a wider range of skills to avoid platform dependence.
  • Consider open-source meta-frameworks and platforms for greater flexibility and control over app development, avoiding lock-in and promoting rapid development.
  • This allows for the creation of customized apps while minimizing the need for specialized training and dependency on specific individuals.
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