Tag: Leadership and career
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LLM VRAM Calculator guide 2025: Expert memory estimation tips
Posted on October 9, 2025, Level beginner Resource Length medium
The article explores the challenges surrounding accurate GPU memory estimation and presents a detailed analysis of popular LLM VRAM calculators. By providing practical tips and insights into these tools, developers can better plan their hardware investments and optimize model training and inference processes. By PropelRC Team.
Tags ai-and-machine-learning cloud-and-infrastructure leadership-and-career miscellaneous how-to software-engineering
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Defending against supply chain attacks like Chalk/Debug and the Shai-Hulud worm
Posted on October 5, 2025, Level beginner Resource Length short
Supply chain attacks targeting open-source packages pose a significant threat; proactive measures like dependency auditing and robust security tools are crucial for developers. By Chi Tran, Charlie Bacon, Nirali Desai.
Tags ai-and-machine-learning leadership-and-career security-and-privacy software-engineering cloud-and-infrastructure
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AIOps features drive cloud-managed revenue higher
Posted on October 3, 2025, Level beginner Resource Length short
AIOps is fueling significant growth in cloud-managed LAN and Campus NaaS markets, as enterprises prioritize reduced network management overhead and AI-focused initiatives. By Dell'Oro Group.
Tags ai-and-machine-learning leadership-and-career cloud-and-infrastructure
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How are MIT entrepreneurs using AI?
Posted on September 28, 2025, Level beginner Resource Length long
The Martin Trust Center for MIT Entrepreneurship strives to teach students the craft of entrepreneurship. Over the last few years, no technology has changed that craft more than artificial intelligence. By Zach Winn.
Tags ai-and-machine-learning business-and-emerging-tech cloud-and-infrastructure leadership-and-career
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Cloud-native security in 2025: Why runtime visibility must take center stage
Posted on September 20, 2025, Level intermediate Resource Length medium
The article from The Hacker News outlines the transformative shift in cloud-native application security as industries increasingly adopt containerized and serverless architectures. This evolution has expanded attack surfaces beyond what traditional security models can effectively manage. It introduces runtime visibility as a critical component for contemporary security strategies, allowing teams to understand active threats within production environments. By The Hacker News.
Tags security-and-privacy leadership-and-career devops-and-ci-cd cloud-and-infrastructure architecture-and-apis
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Building dynamic user journeys: Your guide to Next.js onboarding with OnboardJS
Posted on September 8, 2025, Level beginner Resource Length medium
Next.js onboarding flows often become complex due to manual state management, conditional logic, and persistence across sessions. Managing step logic, dynamic navigation, persistence across sessions, and analytics can turn your elegant codebase into a complex web of conditional rendering and state management. By onboardjs.com.
Tags frontend-and-mobile product-and-design leadership-and-career
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Microsoft entrusts DocumentDB to Linux Foundation
Posted on September 2, 2025, Level beginner Resource Length short
Microsoft has announced that DocumentDB, their distributed NoSQL database built on PostgreSQL, is joining the Linux Foundation. This represents a significant shift from Microsoft's traditional approach to database development. DocumentDB was initially created within Microsoft to handle document-oriented workloads (think JSON data) at scale, prioritizing high availability and flexibility. By Bobby Borisov.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure
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Four hot startups aim to keep AI data centers cool
Posted on August 24, 2025, Level beginner Resource Length short
Data centers consume up to one-third of their energy for cooling, driving demand for innovative solutions. Direct-to-chip cooling, a emerging technology, uses cold plates to target heat sources directly on CPUs/GPUs, improving efficiency and sustainability. Traditional cooling relies on large chillers and water systems, while direct-to-chip cooling attaches cold plates to processors. These plates use liquid or advanced materials to absorb heat locally, reducing reliance on centralized cooling and lowering energy use. By Heather Clancy.
Tags business-and-emerging-tech cloud-and-infrastructure leadership-and-career software-engineering
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Commenting in MySQL: Syntax, best practices, and examples
Posted on August 22, 2025, Level intermediate Resource Length medium
MySQL comments, in the structure of text, are ignored by the MySQL engine and used to explain and document your database code. They don't affect query execution. You should used your database comments as a resource to other individuals who will review or modify the database. Comments should adhere to best practices to increase readability to other developers. By Devart.
Tags backend-development data-and-analytics product-and-design leadership-and-career
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The future of data processing: PostgreSQL evolution with YingJun Wu of Rising Wave
Posted on August 20, 2025, Level intermediate Resource Length medium
RisingWave, founded by YingJun Wu, is a stream processing system that has gained attention for its PostgreSQL compatibility and efficient resource utilization. Unlike traditional systems like Apache Flink, RisingWave leverages S3 as its primary storage, similar to Snowflake's architecture. This approach not only reduces storage costs but also enables seamless elastic scaling. By Firebolt Team.
Tags data-and-analytics product-and-design architecture-and-apis leadership-and-career
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Serverless is not a primary
Posted on August 18, 2025, Level beginner Resource Length medium
The article emphasizes that while serverless is a powerful and exciting architectural pattern, it's frequently misapplied. Organizations often hope serverless will solve their software delivery problems, but it's actually an enabler that requires strong foundational practices to realize its benefits. By Seth Orell.
Tags architecture-and-apis product-and-design frontend-and-mobile leadership-and-career devops-and-ci-cd
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Microservices for machine learning
Posted on August 7, 2025, Level intermediate Resource Length medium
Learn how author scaled my ML-powered finance tracker by breaking a monolithic design into microservices for better performance, maintainability, and deployment. Author's finance tracker project started with a simple idea: automatically categorize bank transactions using a text classification model. Author trained a basic logistic regression model on my transaction history, wrapped it in a Flask API, and called it done. By Ramya Boorugula.
Tags architecture-and-apis ai-and-machine-learning data-and-analytics cloud-and-infrastructure leadership-and-career