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AWS Lambda Durable Functions - Build a Loan Approval Workflow with Checkpoints, Callbacks, and a React Frontend I have been using AWS Step Functions for workflow orchestration for a long time now. I used it in my...

✍️ New blog post by Darryl Ruggles

AWS Lambda Durable Functions - Build a Loan Approval Workflow with Checkpoints, Callbacks, and a React Frontend

#lambda #aws #serverless #stepfunctions

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AWS Lambda Durable Functions vs Step Functions: a real-world comparison Hey devs, I recently built the same order dispatch workflow twice, once with AWS Step Functions and...

✍️ New blog post by Davide De Sio

AWS Lambda Durable Functions vs Step Functions: a real-world comparison

#aws #lambda #stepfunctions #durablefunctions

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Building long-running usage reports on AWS In this post, I will discuss how to generate a report that could take a long time, and I will use 2...

✍️ New blog post by Daniele Frasca

Building long-running usage reports on AWS

#aws #stepfunctions #lambda #ai

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Building a Serverless Sales Analytics Platform with AI Insights for Under $10/Month I have a number of projects I’ve been working on that are not finished yet but this is one I wanted...

✍️ New blog post by Darryl Ruggles

Building a Serverless Sales Analytics Platform with AI Insights for Under $10/Month

#serverless #terraform #lambda #stepfunctions

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Accelerate workflow development with enhanced local testing in AWS Step Functions | Amazon Web Services AWS Step Functions' enhanced TestState API now enables local unit testing with mocking support, comprehensive state type validation, and individual state testing capabilities without requiring AWS deployment...

📰🚨 Accelerate workflow development with enhanced local testing in AWS Step Functions

#AWS #StepFunctions #TestState #LocalTesting #DevOps

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How I Orchestrated 400K+ Nested API Calls with AWS Step Functions and Lambda When working with large-scale data pipelines, a common challenge is efficiently orchestrating...

✍️ New blog post by Chanaka Supun

How I Orchestrated 400K+ Nested API Calls with AWS Step Functions and Lambda

#aws #serverless #stepfunctions #lambda

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【AWS】Terraformで拡張するStepFunctionsを構築しよう! #stepfunctions – Qiita こんにちは。この記事は「2025 Japan AWS Jr. Chanpions 夏のQiitaリレー 」の12日目の記事です。 過去の投稿(リンク集)はこちらからご覧ください! 本記事はTerraformを使って拡張するStepFunctions構築紹介記事となります。タイトルからイメージするのが難しいと思うので概要と想定状況についてまずは説明いたします。 本記事で紹介すること 簡単に言うと下記のようなstore_codesの中にコードを追加するだけで locals { store_codes = [ "01", "02", "03", "04", #例えばこの二つを追加すると "05" #例えばこの二つを追加すると ] } 下記のように並列に処理を追加していくStepFunctionsステートマシンの構築をするTerraformコードの紹介となります。 store_codesの中に"04" "05"を追加することで下記のようにステートマシンが拡張される。 使いどころ 例えば下記のようにお店ごとにサーバーを用意し、そのサーバーに特定のバッチ処理が必要な場合にStepFunctionsでバッチ処理をLambda関数で実装しStepFunctionsをスケジュールで実行するということがあると思います。 この時、継続的にお店が増えていく場合、このステートマシンにそのお店用の処理を追加していく必要があります。 これをTerraformで、store_codesにお店コードを追加するだけで、ステートマシンを拡張してくれるのでお店追加作業が楽になるというものになります。 本記事で紹介するソースは下記に公開しております。 Terraformのフォルダ構成は下記のようになります。 . └── project/ ├── main/ │ ├── local.tf │ ├── main.tf │ └── provider.tf │ └── module/ ├── iam/ │ ├── output.tf │ ├── resource_iam.tf │ └── variables.tf ├── lambda/ │ ├── lambda_code/ │ │ ├── test-lambda.py │ │ └── test-lambda.zip │ ├── output.tf │ ├── resource_lambda.tf │ └── variables.tf └── sfsm/ ├── resource_sfsm.tf ├── sfsm_definition.json └── variables.tf …

【AWS】Terraformで拡張するStepFunctionsを構築しよう! #stepfunctions – Qiita

こんにちは。この記事は「2025 Japan AWS Jr. Chanpions 夏のQiitaリレー 」の12日目の記事です。 過去の投稿(リンク集)はこちらからご覧ください! 本記事はTerraformを使って拡張するStepFunctions構築紹介記事となります。タイトルからイメージするのが難しいと思うので概要と想定状況についてまずは説明いたします。 本記事で紹介すること 簡単に言うと下記のようなstore_codesの中にコードを追加するだけで…

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🔁Automate EC2 Recovery with Step Functions & EventBridge EC2 instance recovery using AWS Step Functions and EventBridge to monitor state changes and auto-restart stopped instances in real-time..

"🔁Automate EC2 Recovery with Step Functions & EventBridge" by Garre Sandeep

#aws #stepfunctions #automation #ec2 #aws-lambda

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AntStack TV | Beyond Lambda: Serverless Technology You’re Missing Out On!
AntStack TV | Beyond Lambda: Serverless Technology You’re Missing Out On! YouTube video by AntStack

𝗧𝗵𝗲 𝗔𝗪𝗦 𝗦𝘁𝗲𝗽 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀 𝗛𝗮𝗰𝗸 𝗧𝗵𝗮𝘁 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗱 𝗙𝗶𝗻𝗮𝗻𝗰𝗲 ⏱️

Nischith G reveals how AWS simplified our finance workflow.

🎥 𝗪𝗮𝘁𝗰𝗵 𝗵𝗼𝘄: youtu.be/YLRRoh_ZeIE?...

#AWS #StepFunctions #Serverless #S3 #TechInnovation #AntStackTV

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Vacuum your Apache Iceberg table with Athena and Step Functions with this Terraform module Apache Iceberg tables are a cost-effective solution to store tabular data, run ACID transactions and analytics at scale, and effectively the foundation of most data lakes. However, since Iceberg tables retain snapshot data (enabling time travel queries), as data gets updated the table storage can grow indefinitely. Vacuum is then required to expire snapshots and remove orphan data files. ## How Apache Iceberg stores your data I'll quote from the Apache Iceberg documentation there: > Table state is maintained in metadata files. All changes to table state create a new metadata file and replace the old metadata with an atomic swap. The table metadata file tracks the table schema, partitioning config, custom properties, and snapshots of the table contents. A snapshot represents the state of a table at some time and is used to access the complete set of data files in the table. As update, delete and insert queries are performed on your Iceberg table, for instance when performing Change Data Capture on a relational database with Firehose, your table storage grows. Vacuuming it will save you a lot on storage. Vacuuming a table can be done in multiple ways (using Glue or any Iceberg client, for instance). Using Amazon Athena is an interesting approach as the compute used to perform vacuuming is provided for free by AWS (whatever the solution, you still pay for the underlying S3 queries). ## Introducing the Iceberg Vacuum Cleaner Terraform module Today, I'm glad to release the Iceberg Vacuum Cleaner Terraform module, that will help you deploy a serverless solution to perform vacuuming of your whole Database. This module will deploy an AWS Step Functions state machine (and an EventBridge Scheduler) that will: * list all Iceberg table within a user-defined Glue database * for each table, perform a "VACUUM " query using Amazon Athena. ## How the Iceberg Vacuum Cleaner vacuums a full Iceberg-based database Two types of state machines are provided: 1. **Sequential queries** : this mode enables you to vacuum tables one by one. While slower, it will not consume your AWS Athena DML quota 2. **Concurrent queries** : a Map state will trigger a sub workflow for each table. In both cases, the state machine will perform retries: * If Athena rejects a StartQueryExecution API call by throwing a TooManyRequestsException (which means you've reach the max concurrency... ask for a Quota increase to speed up the process) * If Athena Query Execution fails with the "ICEBERG_VACUUM_MORE_RUNS_NEEDED: Removed 20000 files in this round of vacuum" error, which means it needs to be ran again the finish the vacuuming process. ## A cost-effective solution Apart from S3 costs (which you'll pay whatever the solution) you'll pay only for the Step Functions state transitions $0.025 per 1000 transitions (with 4,000 transitions included in monthly free tier). I've run these step functions workflow on a 80 tables database. * Sequential run used 300 state transitions (costing $0.0075, yes that's less than a cent!) and lasted 4h21min * Concurrent run (with the default 20 DML quota) used 650 state transitions, costing $0.01625, running for 1h20min. I hope you'll enjoy this solution! If you do or hit any difficulty in using this module, please provide feedback here or via GitHub! My name is Paul SANTUS, I'm an independent Consultant on all-things AWS. You can follow me here or connect on LinkedIn!
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Vacuum your Apache Iceberg table with Athena and Step Functions with this Terraform module Apache Iceberg tables are a cost-effective solution to store tabular data, run ACID transactions and...

✍️ New blog post by Paul SANTUS

Vacuum your Apache Iceberg table with Athena and Step Functions with this Terraform module

#iceberg #athena #terraform #stepfunctions

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Step Function Reliability: A/B Testing Transition from a legacy code monolith to micro-services with AWS Step Functions. Focus on A/B testing to enhance customer experience and reliability. Includes attempts with AppConfig, final solution with Step Function aliases, and practical examples using Terraform and Python.

"Step Function Reliability: A/B Testing" by Rian Lamarque

#stepfunctions #abtesting #application-resilience #cloudwatch #lambda

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AWSコスト監視くん – AWSのコストをSlackに通知するTerraformモジュール #stepfunctions – Qiita このモジュールを作成するきっかけとなったのは、「AWS Step Functions(JSONata)でAWS料金をSlackへ通知【Lambda無し】」という記事でした。この記事を読んで、Lambdaを使用せずにAWSのコストを監視できる仕組みに感銘を受けたスタッフが「これを導入したい!」ということで、これをTerraformモジュールとして再利用可能な形にさせて頂きました。 AWSの利用コストを監視することは、クラウド運用において重要な課題の一つです。特に、予期せぬコストの増加や、特定のサービスの利用状況を把握することは、コスト最適化の第一歩となります。しかし、AWSのコスト管理コンソールを毎日確認するのは手間がかかり、また、コストの急激な増加に気づくのが遅れる可能性があります。 「AWSコスト監視くん」は、以下の機能を提供します。 AWSのコストを定期的に自動確認 コストが設定した閾値を超えた場合、Slackに通知 コストの内訳をサービスごとに表示 カスタマイズ可能なスケジュール設定 このモジュールは、AWS Step Functions、SNS、Chatbot、EventBridge Schedulerを組み合わせて実装されています。Lambdaを使用せずに実装されているため、運用コストを抑えることができます。 モジュールを呼び出すTerraformコードを作成します。 module "cost_watcher" { source = "../../modules/cost-watcher" project = "my-project" slack_channel_id = "C0123456789" slack_workspace_id = "T0123456789" cost_lookback_days = 7 angry_threshold = 100 batch_schedule = "cron(0 9 ? * MON-FRI *)" batch_timezone = "Asia/Tokyo" } 必要な変数を設定します。 変数名 説明 デフォルト値 project プロジェクト名 - slack_channel_id SlackチャンネルID - slack_workspace_id SlackワークスペースID - cost_lookback_days コストを確認する日数 7 angry_threshold コスト監視くんが怒る閾値(USD) 100 batch_schedule コスト確認のスケジュール(cron形式) cron(0 9 ? * MON-FRI *) batch_timezone スケジュールのタイムゾーン Asia/Tokyo Terraformを実行してデプロイします。 ※詳しくはリポジトリの README をご覧ください。 終わりに 「AWSコスト監視くん」は、AWSのコスト管理を自動化し、コストの急激な増加を早期に検知することを可能にします。このモジュールを使用することで、コスト管理の効率化と、予期せぬコストの増加を防ぐことができます。 AWSのコスト管理は、クラウド運用において重要な要素です。「AWSコスト監視くん」を使用して、効率的なコスト管理を実現しましょう。 この記事良かったと少しでも思って頂けたら是非 @___nix___ をフォローしてあげてください。或いは記事に対してリアクションをお願い致します。 この記事は、以下を参考にインスパイアされました。 この記事の著者である川原@Classmethod様に感謝申し上げます。 Source link

AWSコスト監視くん – AWSのコストをSlackに通知するTerraformモジュール #stepfunctions – Qiita

このモジュールを作成するきっかけとなったのは、「AWS Step Functions(JSONata)でAWS料金をSlackへ通知【Lambda無し】」という記事でした。この記事を読んで、Lambdaを使用せずにAWSのコストを監視できる仕組みに感銘を受けたスタッフが「これを導入したい!」ということで、これをTerraformモジュールとして再利用可能な形にさせて頂きました。…

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Leveraging on-premises APIs in cloud-based event-driven architectures Your company owns important, and sometimes critical, private APIs that reside on-premises and you would like to leverage them in workloads deployed on AWS. More precisely, you would like to make them part of your event-driven architecture, triggered by events or part of complex workflows. This blog post explains how you can leverage new capabilities from Amazon EventBridge and AWS Step Functions to easily trigger/call on-premises APIs without compromising on security.

"Leveraging on-premises APIs in cloud-based event-driven architectures" by Jerome Van Der Linden

#aws #event-driven #eventbridge #stepfunctions #networking

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Create Stateful Serverless Workflows with AWS Step Functions and JSONata As an avid user of AWS Step Functions, I've been pleased by several excellent releases over the past...

✍️ New blog post by Matt Morgan

Create Stateful Serverless Workflows with AWS Step Functions and JSONata

#aws #serverless #jsonata #stepfunctions

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Step Functions from VS Code featuring JSONata YouTube video by The Zacs' Show Talking AWS

🥁Join @awsfanboy.com and I on The Zacs' Show Talking AWS where we talk about Step Functions with IDE (VS Code) experience with JSONata and variables.

Going live in 15 mins!

🎦 youtube.com/live/_ra7nzt...

#StepFunctions #AWS #Serverless

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Simplifying private API integrations with Amazon EventBridge and AWS Step Functions | Amazon Web Services AWS announces new integration capabilities for Amazon EventBridge and AWS Step Functions, enabling direct communication with private APIs using AWS PrivateLink and Amazon VPC Lattice. This enhancement...

Ok, a while back I created a video showing how #StepFunctions and #EventBridge can call private endpoints in a VPC WITHOUT using a proxy. My buddies Pawan and Vamsi created a blog to help out! aws.amazon.com/blogs/comput...

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Presentación de una experiencia IDE local mejorada para AWS Step Functions | Amazon Web Services Esta publicación fue escrita por Ben Freiberg, arquitecto senior de soluciones. AWS Step Functions presenta una experiencia IDE local mejorada para simplificar la creación de máquinas de estado. Workflow...

📰 Nuevo blog de #AWSEspanol: Presentación de una experiencia IDE local mejorada para AWS Step Functions

#AWS #StepFunctions #VisualStudioCode #WorkflowStudio #Serverless

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That is the meat and potatoes of recreating #aws #lambda locally.

Which means I can now do the FUN part: recreate #aws #stepfunctions locally.

Lots of fun problems to solve there.

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PS: How’s this cover art? 👀 🎨

Reply with:

1 = 😍
2 = 😬 (we can take it)

#AWS #Serverless #StepFunctions

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141. Step Functions with JSONata and Variables
141. Step Functions with JSONata and Variables YouTube video by AWS Bites

Today on #AWS Bites, @eoin.sh & @loige.co cover new #StepFunctions features 🚀

JSONata simplifies complex transformations without custom Lambda functions, and the variables feature removes the 256KB state limit.

➡️ Explore how these cut costs & streamline workflows: youtu.be/oDoRxZH6Q5o?...

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JSONata y AWS Step Functions: Manipulación de Payloads Paso a Paso Si ya estás trabajando con AWS Step Functions o tienes conocimiento de Lambda, en esta publicación te...

✍️ New blog post by Hector Fernandez CloudparaTodo

JSONata y AWS Step Functions: Manipulación de Payloads Paso a Paso

#cloud #stepfunctions #aws #lambda

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Manual user registration approvals in multi-tenant applications with Step Functions New user registration for a multi-tenant application might need manual approval. We can use Step...

✍️ New blog post by Arpad Toth

Manual user registration approvals in multi-tenant applications with Step Functions

#aws #serverless #security #stepfunctions

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Local Development with Workflow Studio for Step Functions AWS has enhanced its Workflow Studio for Step Functions, now integrated into Visual Studio Code via the AWS Toolkit. This allows developers to create and edit state machines locally with intuitive vis...

AWS recently announced that it enhanced its local IDE experience for Step Functions with Workflow Studio --> Developers create and edit state machines locally, using the same visual authoring tools as in the AWS Console. #aws #localdev #stepfunctions www.infoq.com/news/2025/03...

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Orchestrating Financial Transactions with AWS Step Functions In today's fast-paced financial sector, automation and precise orchestration of transactions can...

✍️ New blog post by manojlingala

Orchestrating Financial Transactions with AWS Step Functions

#aws #stepfunctions #serverless

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Got an #electron, #vite, #typescript side project going. Trying to create a locally run #StepFunctions type of application. Building node directed graph with #rete. Should be easy right?

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NEW ON AMAZONWEBSHARK: I use AWS Step Functions variables and JSONata to create a simplified API data capture workflow with Lambda and DynamoDB. Link in comments.

#AWS #StepFunctions #Serverless #JSONata #DynamoDB #AWSLambda #AWSCloud #AWSCommunity #CloudComputing #CloudDevelopment #TechBlog

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Automate Amazon Bedrock Evaluations with AWS Step Functions Run multiple evaluation jobs in parallel to quickly evaluate chunking strategies, embeddings, and vector databases

"Automate Amazon Bedrock Evaluations with AWS Step Functions" by Rohan Mehta

#bedrock #stepfunctions #testing #rag #opensearch

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AWS Step Functions now supports 100,000 state machines and activities per AWS account - AWS Discover more about what's new at AWS with AWS Step Functions now supports 100,000 state machines and activities per AWS account

AWS Step Functions is leveling up! 🚀 Now supports 100,000 state machines & activities per AWS account. Scale your workflows like never before! 🔥

aws.amazon.com/about-aws/wh...

#AWS #StepFunctions #Serverless

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Automate Email Processing using Event Driven Architecture and Generative AI Recently, I came up with a use case for the application I am currently working on where I wanted to...

✍️ New blog post by Felipe Malaquias

Automate Email Processing using Event Driven Architecture and Generative AI

#bedrock #rag #ses #stepfunctions

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