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@adammetis shared a post, 1 year, 8 months ago
DevRel, Metis

Taming the Multi-Headed Beast: Maintaining SDKs in Production for Years

Managing an SDK in production over several years is similar to taming a multi-headed beast. Each aspect of the development process demands unique attention and precision. Balancing the evolving needs of a diverse user base, adapting to the ever-changing technology landscape, and ensuring consistent, high-quality performance across various environments presents a complex array of challenges. This article distills the key lessons and strategies we've honed from years of experience in maintaining and evolving our SDKs in a dynamic and demanding technological ecosystem.

Taming the Multi-Headed Beast_color@3x
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@faun shared a link, 1 year, 8 months ago
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Companies are about to waste billions on AI — here’s how not to become one of them

Venture capital funding for AI projects is on the rise, with significant investment and hype surrounding language models. However, the key to success lies in ensuring sustainable investments that deliver long-term value, rather than chasing the latest trends without a clear strategy... read more  

Companies are about to waste billions on AI — here’s how not to become one of them
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@faun shared a link, 1 year, 8 months ago
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8 Google Employees Invented Modern AI. Here’s the Inside Story

They met by chance, got hooked on an idea, and wrote the “Transformers” paper—the most consequential tech breakthrough in recent history... read more  

8 Google Employees Invented Modern AI. Here’s the Inside Story
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@faun shared a link, 1 year, 8 months ago
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Top 15 Linux Monitoring Tools Everyone Should Have!

Effective monitoring tools are crucial for ensuring system stability, performance, resource usage, and security in a Linux environment. There are a variety of monitoring tools available, such as Icinga, Cacti, Zabbix, Pandora FMS, Prometheus, Dstat, Nagios Core, Atatus, and more, that offer features.. read more  

Top 15 Linux Monitoring Tools Everyone Should Have!
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@faun shared a link, 1 year, 8 months ago
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From MLOps to LLMOps: The evolution of automation for AI-powered applications

Machine learning operations (MLOps) is essential for efficient AI development, but large language model operations (LLMOps) are now necessary due to complex AI applications with large language models (LLMs). LLMOps includes managing, orchestrating, governing, and optimizing LLMs, focusing on infrast.. read more  

From MLOps to LLMOps: The evolution of automation for AI-powered applications
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@faun shared a link, 1 year, 8 months ago
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10 Best EKS Alternatives

The top ten alternatives to EKS, including their pros and cons as well as their use cases... read more  

10 Best EKS Alternatives
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@faun shared a link, 1 year, 8 months ago
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AI turning nuclear power plants into prime DC real-estate

Land surrounding a nuclear power plant is becoming a sought-after location for data centers due to the reliable and carbon-free nuclear power supply, shattering the greenwashing narrative of net-zero operations, with companies like NE Energy looking to harness this energy for their energy-hungry fac.. read more  

AI turning nuclear power plants into prime DC real-estate
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@faun shared a link, 1 year, 8 months ago
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The best engineering interview question I’ve ever gotten

The author reflects on a software engineering interview experience at MemSQL in 2013 that involved a programming challenge with memcached. The challenge required implementing a "mult" command in memcached for atomic multiplication, expanding on the existing "incr" and "decr" commands. The challenge .. read more  

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@faun shared a link, 1 year, 8 months ago
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Friends don't let friends export to CSV

The challenges of dealing with big CSV exports stem from the underspecification of the file format, which can result in data corruption and inefficiency in processing. CSV files lack good compression and performance, making it cumbersome to work with large datasets. File formats like Apache Parquet .. read more  

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@faun shared a link, 1 year, 8 months ago
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Docker Partners with NVIDIA to Support Building and Running AI/ML Applications

The domain of GenAI and LLMs, democratizing tasks once reserved for AI developers, is leading to new products and services across various industries. Docker offers an ideal way for developers to build, test, run, and deploy the NVIDIA AI Enterprise software platform. At the latest NVIDIA GTC confere.. read more