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  • Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices | Amazon Web Services

    AWS News Blog Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices Organizations are adopting microservices architectures to build resilient and scalable applications using AWS Lambda. These applications are composed of multiple serverless functions that implement the business logic. Each function is mapped to API endpoints, methods, and resources using s

      Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices | Amazon Web Services
    • GitHub - modelcontextprotocol/servers: Model Context Protocol Servers

      Official integrations are maintained by companies building production ready MCP servers for their platforms. 21st.dev Magic - Create crafted UI components inspired by the best 21st.dev design engineers. 2slides - An MCP server that provides tools to convert content into slides/PPT/presentation or generate slides/PPT/presentation with user intention. ActionKit by Paragon - Connect to 130+ SaaS inte

        GitHub - modelcontextprotocol/servers: Model Context Protocol Servers
      • プロと読み解くRuby 4.0 NEWS - STORES Product Blog

        プロと読み解くRuby 4.0 NEWS テクノロジー部門技術推進グループの笹田(ko1)と遠藤(mame)です。Ruby (MRI: Matz Ruby Implementation、いわゆる ruby コマンド) の開発をしています。お金をもらって Ruby を開発しているのでプロの Ruby コミッタです。 本日 12/25 に、恒例のクリスマスリリースとして、Ruby 4.0.0 がリリースされました(Ruby 4.0.0 リリース | Ruby)。今年も STORES Product Blog にて Ruby 4.0 の NEWS.md ファイルの解説をします(ちなみに、STORES Advent Calendar 2025 の記事になります。他も読んでね)。NEWS ファイルとは何か、は以前の記事を見てください。 プロと読み解く Ruby 2.6 NEWS ファイル - クック

          プロと読み解くRuby 4.0 NEWS - STORES Product Blog
        • CIの時間を(できるだけ楽して)半分にしてみた - Nealle Developer's Blog

          こんにちは、ニーリーの佐古です。 現在開発速度や開発者体験の向上のため、取り組みの諸々を遂行しています。 開発者体験とCI 天井の雨漏りが4か月ほど止まらないので私の開発者体験は酷いことになっています。 さて、皆さんCIの待ち時間はお好きですか?私は大嫌いです。 弊社バックエンドリポジトリのPR時CIはプロダクトの成長に合わせて実行時間が順調に伸びており、 開発速度と開発者体験の双方に悪影響をもたらしていました。 実は別チームで改善のための試みがなされたことはあったのですが、 そこで行き当たった問題をある程度解決してどうにかエピソードになる程度の成果を得られたので 簡単に記しておこうと思います。 前提 プロダクトはDjangoで、リポジトリはGitHubで管理されています。 AS-WAS ついこないだまでのPR時CI。 こちらがもともとのGitHub CIのグラフです。 正直経験上そこまで

            CIの時間を(できるだけ楽して)半分にしてみた - Nealle Developer's Blog
          • Amazon Bedrockの基本情報とRuntime APIの実行例まとめ - 参考資料、モデルの特徴、価格、使用方法、トークンと推論パラメータの説明 - NRIネットコムBlog

            小西秀和です。 今回は2023-09-28にGeneral Availability(GA)になったAmazon Bedrockの基本情報、Runtime APIの実行例についてまとめました。また、トークンやパラメータのイメージをつかむための必要最小限の用語説明も所々入れています。 最終更新日:2024/06/21 ※AWS re:Invent 2024後の2024年末時点におけるAmazon Bedrockのモデル一覧は以下の記事で紹介しています。 Amazon Bedrock Models as of 2024 - An Analysis of the Comprehensive Model Catalog ※本記事および当執筆者のその他の記事で掲載されているソースコードは自主研究活動の一貫として作成したものであり、動作を保証するものではありません。使用する場合は自己責任でお願い致しま

              Amazon Bedrockの基本情報とRuntime APIの実行例まとめ - 参考資料、モデルの特徴、価格、使用方法、トークンと推論パラメータの説明 - NRIネットコムBlog
            • A few words on Ruby's type annotations state

              I don't build systems. I imagine them, then write them. …that were written in a military training camp and accidentally grew to 5k words. I am writing this on my phone, in a barrack that houses some 200+ of my brothers-in-arms in the Ukrainian army’s training camp; I use short periods of rest between training, mostly at night and on Sundays. TBH, since joining the army, I didn’t expect to have tim

              • GitHub Actions on AWS with CDK - NTT docomo Business Engineers' Blog

                はじめに こんにちは、イノベーションセンターの福田です。 今回、開発環境改善の取り組みとして GitHub Actions の self-hosted runners を AWS 上に構築しました。 この構築で得られた知見について共有します。 概要 GitHub Actions は GitHub で CI/CD を手軽に実現する機能です。 GitHub が提供している環境を利用して、 CI/CD のジョブを実行できます1。 一方で、ハードウェア等をカスタマイズできないため、例えば容量が大きくより速度の早いストレージを利用したい場合や、より多くのメモリを利用したい場合に対応ができません。 そこで、GitHub Actions には self-hosted runners という機能があり、自身の環境で GitHub Actions の CI/CD ジョブを走らせる環境を用意できます。 今回は

                  GitHub Actions on AWS with CDK - NTT docomo Business Engineers' Blog
                • AWS Lambda turns 10: A rare look at the doc that started it

                  AWS Lambda turns 10: A rare look at the doc that started itNovember 14, 2024 • 5460 words One of our strengths at AWS has always been our ability to get primitives into the hands of our customers and observe what they do. In nearly every instance, someone uses these building blocks in interesting ways that we didn’t expect. Sometimes it’s domain-specific innovation, but other times it’s customers

                    AWS Lambda turns 10: A rare look at the doc that started it
                  • AST vs. Bytecode: Interpreters in the Age of Meta-Compilation

                    233 AST vs. Bytecode: Interpreters in the Age of Meta-Compilation OCTAVE LAROSE, University of Kent, UK SOPHIE KALEBA, University of Kent, UK HUMPHREY BURCHELL, University of Kent, UK STEFAN MARR, University of Kent, UK Thanks to partial evaluation and meta-tracing, it became practical to build language implementations that reach state-of-the-art peak performance by implementing only an interprete

                    • Monitor AWS resources created by Terraform in Amazon DevOps Guru using tfdevops | Amazon Web Services

                      AWS DevOps & Developer Productivity Blog Monitor AWS resources created by Terraform in Amazon DevOps Guru using tfdevops This post was written in collaboration with Kapil Thangavelu, CTO at Stacklet Amazon DevOps Guru is a machine learning (ML) powered service that helps developers and operators automatically detect anomalies and improve application availability. DevOps Guru utilizes machine learn

                        Monitor AWS resources created by Terraform in Amazon DevOps Guru using tfdevops | Amazon Web Services
                      • Hidekazu Konishi

                        Hidekazu Konishi Hidekazu Konishi (小西秀和) is a prominent Japanese cloud architect and AWS expert, renowned as the six-time consecutive recipient from 2020 to 2025 of both the Japan AWS Top Engineer and Japan All AWS Certifications Engineer awards, earning him special recognition at AWS Summit Japan 2025 for his sustained technical excellence and contributions to Amazon Web Services (AWS) in Japan.[

                          Hidekazu Konishi
                        • Kalyn: a self-hosting compiler for x86-64

                          Over the course of my Spring 2020 semester at Harvey Mudd College, I developed a self-hosting compiler entirely from scratch. This article walks through many interesting parts of the project. It’s laid out so you can just read from beginning to end, but if you’re more interested in a particular topic, feel free to jump there. Or, take a look at the project on GitHub. Table of contents What the pro

                          • Node.js 16.x runtime now available in AWS Lambda | Amazon Web Services

                            AWS Compute Blog Node.js 16.x runtime now available in AWS Lambda This post is written by Dan Fox, Principal Specialist Solutions Architect, Serverless. You can now develop AWS Lambda functions using the Node.js 16 runtime. This version is in active LTS status and considered ready for general use. To use this new version, specify a runtime parameter value of nodejs16.x when creating or updating fu

                              Node.js 16.x runtime now available in AWS Lambda | Amazon Web Services
                            • Introducing VPC Lattice – Simplify Networking for Service-to-Service Communication (Preview) | Amazon Web Services

                              AWS News Blog Introducing VPC Lattice – Simplify Networking for Service-to-Service Communication (Preview) March 31, 2023 – Amazon VPC Lattice is now generally available with new capabilities. Modern applications are built using modular and distributed components. Each component is a service that implements its own subset of functionalities. To make these services communicate with each other, you

                                Introducing VPC Lattice – Simplify Networking for Service-to-Service Communication (Preview) | Amazon Web Services
                              • Introducing the AWS Lambda Telemetry API | Amazon Web Services

                                AWS Compute Blog Introducing the AWS Lambda Telemetry API This blog post is written by Anton Aleksandrov, Principal Solution Architect and Shridhar Pandey, Senior Product Manager Today AWS is announcing the AWS Lambda Telemetry API. This provides an easier way to receive enhanced function telemetry directly from the Lambda service and send it to custom destinations. This makes it easier for develo

                                  Introducing the AWS Lambda Telemetry API | Amazon Web Services
                                • Comparing AWS Lambda Arm64 vs x86_64 Performance Across Multiple Runtimes in Late 2025

                                  Update: This article was initially published on November 24th. All the takeaways from the original article still hold, but it turns out it's possible to make Rust even faster on Arm! After publishing this benchmark, Khawaja Shams suggested enabling assembly-optimized SHA-256 hashing in the Rust workload. Enabling theasm feature on the sha2 crate resulted in a 4-5x performance improvement for Rust

                                    Comparing AWS Lambda Arm64 vs x86_64 Performance Across Multiple Runtimes in Late 2025
                                  • とうとうRyzen + RADEONのAMD環境にもWindowsで動くStable Diffusionがきた - 徒労日記

                                    やっと来たAMD最初の一歩。DirectMLでAMD GPUを動かす 定期的にAMDxSD x Winのことを調べていますが、今回この記事に行き当たりました。Running Stable Diffusion on Windows with an AMD GPU Unfortunately, in its current state, it relies on Nvidia’s CUDA framework, which means that it only works out of the box if you’ve got an Nvidia GPU. Fear not, however. Because Stable Diffusion is both a) open source and b) good, it has seen an absolute flurry of activ

                                      とうとうRyzen + RADEONのAMD環境にもWindowsで動くStable Diffusionがきた - 徒労日記
                                    • Route 53 Application Recovery Controllerを試した | DevelopersIO

                                      中山(順)です 先日、Route 53 Application Recovery Controllerなる機能がリリースされました。 Amazon Route 53 announces Route 53 Application Recovery Controller この記事では環境構築および動作確認を実施した結果をまとめてみました。 Route 53 Application Recovery Controllerとは サービスを運用するにあたり、「可用性」は重要なテーマの一つです。 設計の際には、障害が表面化しないようにコンポーネントを冗長化したり障害が発生した時に速やかに復旧できるように工夫をすると思います。 具体的には、特定のリージョンにおいて1つのVPCをベースにSubnet / ALB / AutoScaling / RDS等のリソースを複数のアベイラビリティーゾーンに跨がってプ

                                        Route 53 Application Recovery Controllerを試した | DevelopersIO
                                      • AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance | Amazon Web Services

                                        AWS News Blog AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance December 13, 2022: Post updated to include all the AWS Regions where Lambda Functions can be powered by the Graviton2 Processor. June 19, 2023: List of AWS Regions updated. Many of our customers (such as Formula One, Honeycomb, Intuit, SmugMug, and Snap Inc.)

                                          AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance | Amazon Web Services
                                        • AWS SAM support for HashiCorp Terraform now generally available | Amazon Web Services

                                          AWS Compute Blog AWS SAM support for HashiCorp Terraform now generally available In November 2022, AWS announced the public preview of AWS Serverless Application Model (AWS SAM) support for HashiCorp Terraform. The public preview introduces a subset of features to help Terraform users test serverless applications locally. Today, AWS is announcing the general availability of Terraform support in AW

                                            AWS SAM support for HashiCorp Terraform now generally available | Amazon Web Services
                                          • How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking - OpenAI Triton And PyTorch 2.0

                                            Over the last decade, the landscape of machine learning software development has undergone significant changes. Many frameworks have come and gone, but most have relied heavily on leveraging Nvidia's CUDA and performed best on Nvidia GPUs. However, with the arrival of PyTorch 2.0 and OpenAI's Triton, Nvidia's dominant position in this field, mainly due to its software moat, is being disrupted. Thi

                                              How Nvidia’s CUDA Monopoly In Machine Learning Is Breaking - OpenAI Triton And PyTorch 2.0
                                            • Microsoft Presidio: 個人情報保護に特化したオープンソースツール | 豆蔵デベロッパーサイト

                                              近年、個人情報の保護に対する意識がますます高まっていると感じます。 その背景には、大規模言語モデル(LLM)の導入と普及があります。LLMはさまざまな場面で活用されていますが、取り扱うデータの中に個人情報が含まれる可能性があるため、適切な管理が求められています。 そんな状況の中で、今回Microsoftが提供するオープンソースツール Presidio に注目しました。 https://github.com/microsoft/presidio/ Presidioは、個人を特定できる情報(PII: Personally Identifiable Information)を検出し、匿名化するために設計されたPythonフレームワークです。 これにより、企業や開発者はLLMや他のシステムで安全にデータを活用することが可能になります。 Presidioの特徴としては、非構造化データの中から個人情報

                                                Microsoft Presidio: 個人情報保護に特化したオープンソースツール | 豆蔵デベロッパーサイト
                                              • Build a Compiler in Five Projects

                                                Class website here: https://kmicinski.com/cis531-f25 Are you interested in building a compiler? Learning how functional languages are implemented? Gaining a bit of practical experience with x86-64 assembly language? If so, I invite you to try your hand at the projects in my class, CIS531. CIS531 is a masters-level class on compiler design which assumes that (a) you know how to program, (b) you’ve

                                                • Instance Schedulerを使ってEC2の稼働時間を管理してみた

                                                  概要 会社で使っているEC2はSavings Plansを採用していてオンデマンドで使うよりも安い料金でEC2を利用しています。 ただそれでもEC2の数が段々と増えていて、当初の予想よりもコンピューティングリソースの消費が大きくなりEC2の利用料が大きくなってきました。 そこで検証環境のEC2の稼働時間を減らし、コンピューティングリソースの消費を抑えることでEC2の利用料を節約しようと思いました。 前職では先輩が作成したLambdaで21:00~翌9:00の時間帯は自動でシャットダウンする仕組みができており、当初はそれを真似しようと思いましたがInstance Schedulerなるものを今の会社のリーダーから教わりました。 今回はInstance Schedulerを実際に使ってみてどういったものなのか試してみました。 Instance Schedulerについて 先にお話しするとIns

                                                    Instance Schedulerを使ってEC2の稼働時間を管理してみた
                                                  • The Best GPUs for Deep Learning in 2023 — An In-depth Analysis

                                                    Deep learning is a field with intense computational requirements, and your choice of GPU will fundamentally determine your deep learning experience. But what features are important if you want to buy a new GPU? GPU RAM, cores, tensor cores, caches? How to make a cost-efficient choice? This blog post will delve into these questions, tackle common misconceptions, give you an intuitive understanding

                                                      The Best GPUs for Deep Learning in 2023 — An In-depth Analysis
                                                    • Cloud Dataflow で実現する柔軟なデータパイプライン - スタディサプリ Product Team Blog

                                                      はじめに こんにちは、@shase です。 スタディサプリでは、データパイプラインのツールとして、従来 AWS Kinesis Stream や、Embulk や、AWS Lambda などがよく使われてきました。 ただ、現在開発中のプロジェクトでは、システム間の連携の為、Cloud Pub/Sub が多用されているということもあり、データパイプライン Cloud Pub/Subとの親和性が高いCloud Dataflowを一部取り入れています。 本記事では Cloud Dataflow 自体は詳述しませんが、簡単に説明させていただくと、Cloud Dataflowとは、GCP が提供するマネージドな Apache Beam の実行環境になります。 Cloud Dataflow のメリット Cloud Dataflow(Apache Beam)には、以下のようなメリットを感じています。 ス

                                                        Cloud Dataflow で実現する柔軟なデータパイプライン - スタディサプリ Product Team Blog
                                                      • xvw.lol - Why I chose OCaml as my primary language

                                                        This article is a translation, the original version is available here. I started using the OCaml language regularly around 2012, and since then, my interest and enthusiasm for this language have only grown. It has become my preferred choice for almost all my personal projects, and it has also influenced my professional choices. Since 2014, I have been actively participating in public conferences d

                                                        • Introducing a Public Registry for AWS CloudFormation | Amazon Web Services

                                                          AWS News Blog Introducing a Public Registry for AWS CloudFormation AWS CloudFormation and the AWS Cloud Development Kit (AWS CDK) (CDK) provide scalable and consistent provisioning of AWS resources (for example, compute infrastructure, monitoring tools, databases, and more). We’ve heard from many customers that they’d like to benefit from the same consistency and scalability when provisioning reso

                                                            Introducing a Public Registry for AWS CloudFormation | Amazon Web Services
                                                          • Awesome Terraform | Curated list of awesome lists | Project-Awesome.org

                                                            A curated list of resources on HashiCorp's Terraform. Your contributions are welcome! Terraform enables you to safely and predictably create, change, and improve production infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. Contents Legend Official Resources Com

                                                            • What's New in Emacs 28.1?

                                                              Try Mastering Emacs for free! Are you struggling with the basics? Have you mastered movement and editing yet? When you have read Mastering Emacs you will understand Emacs. It’s that time again: there’s a new major version of Emacs and, with it, a treasure trove of new features and changes. Notable features include the formal inclusion of native compilation, a technique that will greatly speed up y

                                                              • Apache Airflow : 10 rules to make it work ( scale ) | Towards Data Science

                                                                Airflow is by default very permissive and without strict rules you are likely to create a chaotic code base that is impossible to scale and administrate. if you are not careful your shortcuts will cost you a lot afterwards Airflow permissive approach will let you schedule any custom code (jobs) but you will create a spaghetti stack if you do not follow very strict SEPARATION OF CONCERN design betw

                                                                  Apache Airflow : 10 rules to make it work ( scale ) | Towards Data Science
                                                                • How to schedule ECS Services in AWS easily (start/stop)

                                                                  This is my solution which is highly based on a great AWS employee (Alfredo J). Most likely if you are reading this article, you might know this is not something possible to do without a workaround in AWS. You might think of using a scheduled task or complex solutions but after a while, Alfredo from Mexico supported me to bring this solution to all of you. First, create a Policy using the JSON opti

                                                                    How to schedule ECS Services in AWS easily (start/stop)
                                                                  • Virus scan S3 buckets with a serverless ClamAV based CDK construct | Amazon Web Services

                                                                    AWS Developer Tools Blog Virus scan S3 buckets with a serverless ClamAV based CDK construct Edit: March 10th 2022 – Updated post to use AWS Cloud Development Kit (CDK) v2. Protecting systems from malware is an essential part of a systems protection strategy. It is important to both scan binaries and other files before introducing them into your system boundary and appropriately respond to potentia

                                                                      Virus scan S3 buckets with a serverless ClamAV based CDK construct | Amazon Web Services
                                                                    • Introducing the Amazon Linux 2023 runtime for AWS Lambda | Amazon Web Services

                                                                      AWS Compute Blog Introducing the Amazon Linux 2023 runtime for AWS Lambda This post is written by Rakshith Rao, Senior Solutions Architect. AWS Lambda now supports Amazon Linux 2023 (AL2023) as a managed runtime and container base image. Named provided.al2023, this runtime provides an OS-only environment to run your Lambda functions. It is based on the Amazon Linux 2023 minimal container image rel

                                                                        Introducing the Amazon Linux 2023 runtime for AWS Lambda | Amazon Web Services
                                                                      • Quickly build high-accuracy Generative AI applications on enterprise data using Amazon Kendra, LangChain, and large language models | Amazon Web Services

                                                                        Artificial Intelligence Quickly build high-accuracy Generative AI applications on enterprise data using Amazon Kendra, LangChain, and large language models June 2023: This post was updated to cover the Amazon Kendra Retrieve API optimized for RAG use cases, and Amazon Kendra retriever now being part of the LangChain GitHub repo. This revision also updates the instructions to use new version sample

                                                                          Quickly build high-accuracy Generative AI applications on enterprise data using Amazon Kendra, LangChain, and large language models | Amazon Web Services
                                                                        • Don’t call it a comeback: Why Java is still champ

                                                                          No matter what ranking system you look at, whether the TIOBE Index, the Popularity of Programming Language Index, RedMonk’s bi-annual language rankings, or GitHub’s yearly State of the Octoverse, Java has been sitting among the top three languages since shortly after its launch in 1995. To listen to the general scuttlebutt of the developer crowd over time, however, you might think that Java was in

                                                                            Don’t call it a comeback: Why Java is still champ
                                                                          • Tracing Tenant Activity for Multi-Account SaaS with AWS Distro for Open Telemetry | Amazon Web Services

                                                                            AWS Partner Network (APN) Blog Tracing Tenant Activity for Multi-Account SaaS with AWS Distro for Open Telemetry By Tomo Sakatoku, Principal Partner Solution Architect – AWS By Peter Yang, Sr. Partner Solution Architect – AWS SaaS Factory When developing a multi-tenant software-as-a-service (SaaS) solution, you need to ensure the solution can cater to different tenant profiles and dynamic workload

                                                                              Tracing Tenant Activity for Multi-Account SaaS with AWS Distro for Open Telemetry | Amazon Web Services
                                                                            • Red Hat Enterprise LinuxのHigh Availability Add-OnでActive/Standby構成のクラスターを組んでみた | DevelopersIO

                                                                              参考: Amazon EC2 オンデマンド料金 どちらのインスタンスファミリーも、インスタンスサイズが大きくなればなるほど、Red Hat Enterprise Linux HAのオンデマンド料金はRHELのオンデマンド料金に近似していくことが分かります。 クラスター構成を組む必要がある場合、ユースケースにもよりますが、処理性能などの関係で大きめのインスタンスサイズを選択することが多いと思います。大きめのインスタンスサイズを選択したとしても、素のRHELからそこまで大きな追加課金が派生しないのは嬉しいポイントですね。 やってみた 検証環境 今回検証を行う環境は以下の通りです。 3つEC2インスタンスを用意したのはスプリッドブレイン対策です。 HA Add-Onでは、クォーラムデバイスによるスプリッドブレイン対策も可能ですが、今回は3ノード構成でクラスターを組んでみます。 クォーラムデバイス

                                                                                Red Hat Enterprise LinuxのHigh Availability Add-OnでActive/Standby構成のクラスターを組んでみた | DevelopersIO
                                                                              • Announcing CDK Garbage Collection | Amazon Web Services

                                                                                AWS DevOps & Developer Productivity Blog Announcing CDK Garbage Collection The AWS Cloud Development Kit (CDK) is an open source framework that enables developers to define cloud infrastructure using a familiar programming language. Additionally, CDK provides higher level abstractions (Constructs), which reduce the complexity required to define and integrate AWS services together when building on

                                                                                  Announcing CDK Garbage Collection | Amazon Web Services
                                                                                • Introducing Hidet: A Deep Learning Compiler for Efficient Model Serving – PyTorch

                                                                                  Blog Introducing Hidet: A Deep Learning Compiler for Efficient Model Serving Hidet is a powerful deep learning compiler that simplifies the process of implementing high-performing deep learning operators on modern accelerators (e.g., NVIDIA GPUs). With the new feature of torch.compile(...) in PyTorch 2.0, integrating a novel compiler into PyTorch is easier than ever – Hidet now can be used as a to

                                                                                    Introducing Hidet: A Deep Learning Compiler for Efficient Model Serving – PyTorch