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KnowBite — daily knowledge cards for engineers

Data Engineering · · 2 min read

In the first of the C# Quick Start series, I'll show how to set up connections between C# and MongoDB. In future parts we'll move on and work through: Database Create, Read, Update, and Delete (CRUD) operations Map MongoDB to C# objects Look at MongoDB aggregation How to use LINQ with MongoDB As you already know, C# is a general-purpose language and MongoDB is a general-purpose data platform. Together, C# and…

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Engineering Leadership · · 1 min read

Google has introduced the LiteRT Tensor API, a lightweight C++ API that allows developers to build, customize, and optimize machine learning models directly for on-device execution. According to Google, it combines the flexibility of native model authoring with cross-platform portability. By Sergio De Simone

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Cloud & Infrastructure · · 6 min read

The syndicated loan and private credit markets, both critical components of corporate finance, have long been constrained by manual processes, leading to multi-week settlements, valuation opacity, and trade friction. To solve these long-standing challenges, fintech innovator Nammu21 partnered with Google Cloud on a new proof-of-concept. Using its AI-powered platform to structure legal agreements and instantiate them…

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Science & Emerging Technology · · 1 min read

CSA (Canadian Space Agency) astronaut Joshua Kutryk is pictured during the Oct. 29, 2026, spacewalk. The International Space Station was soaring 267 miles above the South Atlantic Ocean at the time of this photograph. Kutryk and NASA astronaut Anil Menon installed a new roll-out solar array on the space station and performed some get-ahead work […]

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Cybersecurity · · 1 min read

Google said today it worked with industry partners to dismantle a botnet made up of more than 1.3 million Android TV set-top boxes that ship with malicious software which secretly rents the user's Internet connection out to strangers and conducts advertising fraud. Experts involved in the takedown say the action is likely to sever the botnet's access to more than 10 million additional compromised systems, including…

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Cloud & Infrastructure · · 1 min read

The agentic launches that stayed with me last week had nothing to do with how capable a model is. They were about reach. AWS Step Functions, which already orchestrates over 220 AWS services, can now be handed to an agent as a tool, so workflows teams already trust became callable without a rewrite. In the […]

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Software Architecture · · 5 min read

Sometimes when I read a post, I get the growing feeling that I'm reading the output of an LLM. I can't necessarily define why, although there are the common tells (it's not the em-dashes, it's the load-bearing tapestries). As I do this my desire to read on atrophies, sometimes to the point of revulsion There are tools out there that claim to be able to tell the difference between LLM-written prose and the…

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DevOps & SRE · · 9 min read

In this SIG Architecture spotlight we talked with Janet Kuo (Google) and Yuan Tang (TensorScale AI) about the journey of AI Conformance in Kubernetes, from the initial Working Group to the integration SIG Architecture as a subproject. Introductions Frederico Muñoz and Kirti Goyal (FK): Hi Janet, Yuan, and thank you for the opportunity to learn a bit more about AI Conformance. Can you tell us a bit about yourselves…

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Software Architecture · · 18 min read

By Praneeth Yenugutala , Victor Dusa , Anastasia Samoilova , Megan Ren , Justin Wei , Marcelo Mayworm At Netflix, data and machine learning practitioners run millions of workloads each day across orchestration systems and compute engines such as Titus, Spark, Trino, and Druid. On peak days, roughly 100,000 workloads fail. When workloads fail, the failure itself is only the beginning. Someone still needs to find the…

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Mobile Development · · 3 min read

The App Review Guidelines are a core part of the safe and trusted experience that the App Store strives to offer users around the world — and the foundation of that trust is clear standards that are consistently enforced. As outlined in our App Review Guidelines, pornographic material has long been prohibited on the App Store — this includes apps that generate nudity or sexually explicit imagery, such as…

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Programming · · 5 min read

Welcome to “What’s new in Swift,” a curated digest of releases, videos, and discussions in the Swift project and community. The Vapor web framework recently turned ten and celebrated with Vapor Week! We’ve invited one of the authors of Vapor as this month’s guest contributor: Hi, I’m Tim from the Vapor Core Team! 10 years ago, in September, Vapor 1.0 was released, and over the years Vapor has matured into a…

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Data Engineering · · 5 min read

For builders using AI coding tools, speed is everything. Integrations that require generating a credential, filing an access request, or waiting on a custom build can stop momentum (and productivity) in its tracks. Until now, connecting an external application like an AI coding assistant to a MongoDB Atlas account introduced some of that friction. The only way to do so was by sharing long-lived service account…

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Engineering Leadership · · 1 min read

Vitest 5.0 focuses on speed, with reported gains of 8 to 25 percent in most setups and up to 53 percent in VM pools. It adds a vitest doctor command, Browser Mode Trace View, and vi.when. Defaults are stricter: clearMocks is true and unawaited async assertions fail. It requires Vite 6.4 and Node.js 22.12 or newer. By Daniel Curtis

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Cloud & Infrastructure · · 5 min read

Over the past few years, our Google Cloud Consulting team has partnered with many companies to introduce AI into their daily operations. In that time, we’ve seen the focus shift from generative AI that answers questions to agentic systems that fully carry out the work. These agents can create multi-step plans and manage a project from start to finish. While budget, compute, and tooling can help launch an agent…

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Science & Emerging Technology · · 1 min read

For more information, contact Joel W. Sills, Langley Research Center, joel.w.sills@nasa.gov. Download PDF here Chip resistors are widely used in NASA projects, yet cases of alumina substrate cracking during environmental testing are rare. Two instances of thick-film chip resistor cracking were observed during thermal cycling after vibration, with fractures occurring across the short axis due […]

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Open Source · · 1 min read

GitHub’s annual month-long game jam is back for its 14th year! This November, make a game inspired by the theme SHIFT. Change gears, swap perspectives, bend reality, or just press a certain key. The post Game Off 2026: The theme is SHIFT appeared first on The GitHub Blog .

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Cybersecurity · · 1 min read

Expect to see quite a few websites serving "404" or "Page Not Found" errors today: Nearly 70 percent of websites need to update their core software to fix a pair of vulnerabilities that allow an attacker to seize full control over affected servers. Experts say there are working exploits for the flaws, and that these critical bugs are already being exploited in the wild.

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Cloud & Infrastructure · · 1 min read

A few weeks ago I presented to a small group of commercial and technology leaders from Brazilian agribusiness at the AWS office in São Paulo. My talk ran through where generative AI fits across the different stages of an agribusiness operation, and the point I kept returning to is that the markets we call traditional […]

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Software Architecture · · 10 min read

TL;DR Good developers’ caution about agentic development comes from knowing that built isn’t the same as working in production. I’ve been surprised by how many excellent developers have been hesitant to go all in on coding agents. These are people who usually try new ways of working before anyone else and in many cases invent new tools and practices that support building the application well. So why have we had so…

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DevOps & SRE · · 4 min read

We are excited to announce that the Kubernetes community now has a Workload Conformance Working Group . The working group is writing a shared standard for how workloads behave at runtime on Kubernetes. To get it right, we need input from the people who build those workloads and from the people who run the clusters they're deployed on. Why workloads need a shared standard Certified Kubernetes tests the cluster, and…

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Software Architecture · · 4 min read

Serdar Cellat , Yuchen Xie , Bernadette Marcu , Blaid Burgess , Cody Jarrett , Carlos Pereira , Qing Shi , Samuel Carvajal , Manuel Pamplona , Dorothy Jung , Feiko Ritsema , Benjamin Klein , Alex Woo , Eugene Lok , Anna Pulido , Rebecka Swe , Sanford Holsapple , Ranjith Kumar Shetty Introduction Clips in the Netflix mobile app. At Netflix, a crucial part of our mission is ensuring our content looks stunning on any…

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Programming · · 9 min read

Swift 6.4 is now available. Swift aims to be a great choice across the stack, from apps and servers to systems code, embedded devices, and the browser. This release deepens that support, and makes everyday code easier to write. Highlights include: Swift Build is now the default in Swift Package Manager , so your projects build the same way on Linux, macOS, and Windows. Subprocess reaches 1.0 , a stable…

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Data Engineering · · 3 min read

Generative AI is rapidly evolving from experimenting with models to relying on intelligent, autonomous multi-agent workflows that can reason, act, and adapt in real time. Together, Microsoft and MongoDB are defining the future of AI by providing companies everywhere a robust, secure, scalable foundation for building innovative, next-generation AI agents. Microsoft Azure Foundry provides a unified, enterprise-grade…

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Cloud & Infrastructure · · 7 min read

You’re probably hearing more about SKILL.md files, and you’ll see that a lot of people test them the same way: paste a prompt into chat, watch it pass once on a laptop, and merge to main. But when you paste three pages of CLI docs into a markdown file without an evaluation loop, you are just as likely to confuse a frontier model as you are to help it. For the past weeks, we have been diligently measuring and…

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Science & Emerging Technology · · 1 min read

Students across the country will have the opportunity to connect directly with the International Space Station during a live, interactive in-flight call with NASA astronaut Anil Menon and Mark Rober STEM content creator and founder of ClassCrunchLabs Foundation. The event, hosted by NASA’s Office of STEM Engagement, celebrates National STEM Day by bringing real‑world science, […]

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