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dev.to /3 weeks ago

Event-Driven Architecture on AWS: SQS vs SNS vs EventBridge vs Kinesis — Patterns, Anti-Patterns, and When to Use What

Event-driven architecture (EDA) is how modern distributed systems communicate at scale. Instead of services calling each other directly (tight coupling), services emit events ("thi...

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aws.amazon.com /1 month ago

Event-driven pipeline orchestration with Amazon MWAA and Airflow 3.0

Data engineering teams running Apache Airflow across multiple AWS accounts have no built-in way to coordinate workflows between separate Amazon MWAA environments. With Airflow 3.0...

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aws.amazon.com /1 month ago

Route Amazon Bedrock Guardrails interventions to Amazon Security Lake

Security teams investigating AI-related incidents need guardrail intervention data alongside their existing security telemetry. Routing Amazon Bedrock Guardrails violations to Amaz...

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aws.amazon.com /1 week ago

Deliver real-time data to streaming tables for Apache Iceberg with Amazon Kinesis Data Streams

Amazon Kinesis Data Streams now supports streaming tables, a fully managed capability that continuously delivers your streaming data as queryable Apache Iceberg tables on Amazon S3...

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aws.amazon.com /4 weeks ago

Centralized CloudTrail monitoring across 100+ AWS accounts

Learn how to build a centralized AWS CloudTrail monitoring solution on Amazon OpenSearch Service, with Terraform managing the full stack. It handles 200 GB/day of logs across 100+...

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aws.amazon.com /1 week ago

Manage agents, tools and skills at scale with AWS Agent Registry

AWS Agent Registry is now generally available: a single, searchable, governed catalog for the agents, tools, skills, and custom resources across your organization. This post explai...

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aws.amazon.com /1 month ago

Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards

In this post, we present a solution designed to centralize the monitoring of SageMaker Pipelines across AWS accounts and Regions using Amazon CloudWatch custom dashboards. The acco...

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aws.amazon.com /3 weeks ago

Asynchronous patterns for calling Amazon Bedrock AgentCore agents in serverless pipelines

In this post, you learn three serverless patterns (task-token callback, direct service integration, and durable functions) for invoking Amazon Bedrock AgentCore agents asynchronous...

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aws.amazon.com /1 week ago

Build a real-time event pipeline with Spark Real-Time Mode on AWS Glue 6.0

With AWS Glue 6.0, you can build real-time, near-real-time, and batch data pipelines on a single platform. Using a financial market-risk example, learn how to flag high-risk trades...

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aws.amazon.com /3 weeks ago

Amazon Bedrock AgentCore payments is now generally available: Enabling agents to transact safely and autonomously at sca...

Amazon Bedrock AgentCore payments is now generally available, enabling AI agents to autonomously transact at scale with built-in spending guardrails, protocol-agnostic payment orch...

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aws.amazon.com /1 month ago

Deliver Apache Kafka data to streaming tables for Apache Iceberg with Amazon MSK Express brokers

Announcing delivery to streaming tables on Apache Iceberg for Amazon MSK Express brokers, a fully managed capability that continuously materializes your Kafka streaming data as que...

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aws.amazon.com /3 weeks ago

NaranjaX manages multiple Amazon MSK Serverless clusters in different accounts from their IDP using AWS RAM and Route 53

Learn how NaranjaX built a cross-account, many-to-many connectivity model for Amazon MSK Serverless using AWS Resource Access Manager and Amazon Route 53 Resolver, so teams across...

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aws.amazon.com /4 weeks ago

AI-powered cost optimization agent for Amazon Kinesis Data Streams

Learn how to deploy an open-source, AI-powered agent built on Amazon Bedrock that automatically analyzes every Amazon Kinesis Data Streams stream in your account, compares costs ac...

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aws.amazon.com /1 week ago

How Boomi Scribe streamlines documentation using AWS

Boomi Scribe is an AI-powered agent on AWS that automatically generates documentation for enterprise integration workflows. Learn how Boomi uses Amazon Bedrock, Amazon SageMaker AI...

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aws.amazon.com /3 weeks ago

Powering agentic AI with real-time streaming data on AWS

Agentic AI applications now observe, reason, and act on streaming data in production. This post presents three architecture patterns that form a unified streaming backbone for the...

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aws.amazon.com /1 month ago

Detect CDC failures faster with AWS DMS

AWS DMS uses exponential backoff for recoverable errors, and default settings can let a change data capture (CDC) task retry silently for up to 30 minutes before failing. This post...

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aws.amazon.com /1 month ago

High-performance Remote Shuffle Service on Amazon EMR with Apache Celeborn

In this post, we show how Apache Celeborn resolves this trade-off for Amazon EMR on EKS and Amazon EMR on EC2, improving job reliability while unlocking additional cost savings.

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aws.amazon.com /1 month ago

Run production AI agents in n8n with Amazon Bedrock AgentCore harness

Amazon Bedrock AgentCore harness is now generally available. Learn how to add it as an agent step in n8n workflows using a new open-source community node, and build agents with per...

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aws.amazon.com /6 days ago

Monitor self-managed databases with Amazon CloudWatch Database Insights

Amazon CloudWatch Database Insights now extends to self-managed databases. Monitor self-managed PostgreSQL on Amazon EC2 alongside your Amazon Aurora and Amazon RDS fleet from a si...

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aws.amazon.com /2 weeks ago

PythonOperator and BashOperator Now Available on Amazon Managed Workflows for Apache Airflow (Amazon MWAA) Serverless

You can now use PythonOperator and BashOperator to run custom Python functions and shell scripts directly in the Amazon MWAA Serverless runtime, without provisioning additional inf...

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devops.com /1 month ago

Building Reliable EMR Pipelines With Custom AMIs and Step Functions

The goal is not custom AMIs for every workload. It is to make dependency management, patching and recovery explicit platform responsibilities rather than repeated job-level tasks.

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aws.amazon.com /5 days ago

How Intuit built an agentic disaster recovery assistant with Amazon Bedrock

Disaster recovery at scale is hard. Learn how Intuit built EWOK Agent, an agentic disaster recovery assistant on Amazon Bedrock that lets on-call engineers run production failovers...

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aws.amazon.com /1 month ago

Announcing the Agentic Catalog Experience in Amazon Quick

Amazon Quick introduces the Agentic Catalog Experience, an AI-powered workflow for data curators to discover upstream catalog assets in natural language and auto-create Datasets an...

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aws.amazon.com /1 month ago

Accelerating AWS Network Firewall troubleshooting with AWS DevOps Agent

When an administrator introduces a rule change in AWS Network Firewall and network connectivity is disrupted, pinpointing the cause requires inspecting multiple points in the traff...

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