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
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
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
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
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
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
AWS Lambda standardizes billing for INIT Phase | Amazon Web Services
AWS Compute Blog AWS Lambda standardizes billing for INIT Phase Effective August 1, 2025, AWS will standardize billing for the initialization (INIT) phase across all AWS Lambda function configurations. This change specifically affects on-demand invocations of Lambda functions packaged as ZIP files that use managed runtimes, for which the INIT phase duration was previously unbilled. This update sta
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
The many, many, many JavaScript runtimes of the last decade
This last decade has seen an inundation of new JavaScript runtimes (and engines in equal measure), enabling us to run JavaScript in all manner of contexts with precise fitness for task. Through these, we've seen the language spread to the Cloud, the edge, Smart TVs, mobile devices, and even microcontrollers. In this article, we'll explore what's driving this diversity, and why no one runtime or en
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 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
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
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 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
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
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
はじめに 今回は、アプリエンジニアでも比較的触ることの多いLambdaの課題の一つであるコールドスタートとLLRTを使った改善方法について紹介したいと思います。 コールドスタートとは Lambdaはイベント駆動型のサーバーレスコンピューティングサービスです。 API GatewayやEventBridge等様々なサービスから起動されます。 Lambdaが呼び出されると、AWSはLambdaを実行するために必要なインフラストラクチャを自動的に構成・管理を行います。 関数が初めて呼び出される場合や長時間呼び出されていなかった場合、新しいコンテナを起動する必要があります。これを「コールドスタート」と呼び、時間がかかり、遅延が発生することがあります。 コールドスタートの影響について コールドスタートによる遅延は様々な影響が考えられます。 特にリアルタイム性が求められるようなシステムでは、この遅延で
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
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
Effectively building AI agents on AWS Serverless | Amazon Web Services
AWS Compute Blog Effectively building AI agents on AWS Serverless Imagine an AI assistant that doesn’t just respond to prompts – it reasons through goals, acts, and integrates with real-time systems. This is the promise of agentic AI. According to Gartner, by 2028 over 33% of enterprise applications will embed agentic capabilities – up from less than 1% today. While early generative AI efforts foc
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
How Zapier runs isolated tasks on AWS Lambda and upgrades functions at scale | Amazon Web Services
AWS Architecture Blog How Zapier runs isolated tasks on AWS Lambda and upgrades functions at scale Zapier is a leading no-code automation provider whose customers use their solution to automate workflows and move data across over 8,000 applications such as Slack, Salesforce, Asana, and Dropbox. Zapier runs these automations through integrations called Zaps, which are implemented using a serverless
AWS Compute Blog Serverless ICYMI Q1 2023 February 12, 2024: Amazon Kinesis Data Firehose has been renamed to Amazon Data Firehose. Read the AWS What’s New post to learn more. Welcome to the 21st edition of the AWS Serverless ICYMI (in case you missed it) quarterly recap. Every quarter, we share all the most recent product launches, feature enhancements, blog posts, webinars, live streams, and oth
Python 3.14 runtime now available in AWS Lambda | Amazon Web Services
AWS Compute Blog Python 3.14 runtime now available in AWS Lambda AWS Lambda now supports Python 3.14 as both a managed runtime and container base image. Python is a popular language for building serverless applications. Developers can now take advantage of new features and enhancements when creating serverless applications on Lambda. You can develop Lambda functions in Python 3.14 using the AWS Ma
Decoding protobuf messages using AWS Lambda | Amazon Web Services
AWS Compute Blog Decoding protobuf messages using AWS Lambda This post is written by Ennio Pastore, Data Lab Architect. Protobuf is short for protocol buffers, which are language- and platform-neutral mechanisms for serializing structured data. Compared to XML or JSON the size of the messages is smaller, so the network transfer is faster, reducing latency in the interactions between applications.
Understanding and Remediating Cold Starts: An AWS Lambda Perspective | Amazon Web Services
AWS Compute Blog Understanding and Remediating Cold Starts: An AWS Lambda Perspective Cold starts are an important consideration when building applications on serverless platforms. In AWS Lambda, they refer to the initialization steps that occur when a function is invoked after a period of inactivity or during rapid scale-up. While typically brief and infrequent, cold starts can introduce addition
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Instance Schedulerを使ってEC2の稼働時間を管理してみた
AWS LambdaのコールドスタートとLLRTによる改善について
Announcing CDK Garbage Collection | Amazon Web Services
Serverless ICYMI Q1 2023 | Amazon Web Services