Danilo Poccia

Notes Along the Way

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Articles

Articles, talks, and videos from before this new chapter. Visit The Original Site.

AWS

Agents for Amazon Bedrock: Introducing a simplified creation and configuration experience

May 8, 2024: Post updated with a link showing how to handle return of control in code. With Agents for Amazon Bedrock, applications can use generative artificial intelligence (generative AI) to run tasks across multiple systems and data sources. Starting today, these new capabilities streamline the creation and management of agents: Quick agent creation – […]

AWS

Import custom models in Amazon Bedrock (preview)

Update October 21, 2024: You can now import custom weights for a variety of supported model architectures (such as Meta Llama 3.2 and Mixtral 8x7B) without the overhead of model lifecycle and infrastructure management. To learn more, read Amazon Bedrock Custom Model Import now generally available. With Amazon Bedrock, you have access to a choice […]

AWS

Run large-scale simulations with AWS Batch multi-container jobs

Industries like automotive, robotics, and finance are increasingly implementing computational workloads like simulations, machine learning (ML) model training, and big data analytics to improve their products. For example, automakers rely on simulations to test autonomous driving features, robotics companies train ML algorithms to enhance robot perception capabilities, and financial firms run in-depth analyses to better […]

AWS

DNS over HTTPS is now available in Amazon Route 53 Resolver

Starting today, Amazon Route 53 Resolver supports using the DNS over HTTPS (DoH) protocol for both inbound and outbound Resolver endpoints. As the name suggests, DoH supports HTTP or HTTP/2 over TLS to encrypt the data exchanged for Domain Name System (DNS) resolutions. Using TLS encryption, DoH increases privacy and security by preventing eavesdropping and […]

AWS

Upgrade your Java applications with Amazon Q Code Transformation (preview)

Update April 30, 2024: Amazon Q Developer now generally available! As our applications age, it takes more and more effort just to keep them secure and running smoothly. Developers managing the upgrades must spend time relearning the intricacies and nuances of breaking changes and performance optimizations others have already discovered in past upgrades. As a […]

AWS

Announcing throughput increase and dead letter queue redrive support for Amazon SQS FIFO queues

With Amazon Simple Queue Service (Amazon SQS), you can send, store, and receive messages between software components at any volume. Today, Amazon SQS has introduced two new capabilities for first-in, first-out (FIFO) queues: Maximum throughput has been increased up to 70,000 transactions per second (TPS) per API action in selected AWS Regions, supporting sending or […]

AWS

Replication failback and increased IOPS are new for Amazon EFS

Today, Amazon Elastic File System (Amazon EFS) has introduced two new capabilities: Replication failback – Failback support for EFS replication makes it easier and more cost-effective to synchronize changes between EFS file systems when performing disaster recovery (DR) workflows. You can now quickly replicate incremental changes from your secondary back to your primary file system […]

AWS

Use natural language to query Amazon CloudWatch logs and metrics (preview)

To make it easy to interact with your operational data, Amazon CloudWatch is introducing today natural language query generation for Logs and Metrics Insights. With this capability, powered by generative artificial intelligence (AI), you can describe in English the insights you are looking for, and a Logs or Metrics Insights query will be automatically generated. […]

AWS

Check your AWS Free Tier usage programmatically with a new API

Starting today, you can check your usage of the AWS Free Tier using the new AWS Free Tier API. You can use the API directly with the AWS Command Line Interface (AWS CLI) or integrate it into an application with the AWS SDKs. The AWS Free Tier program provides you with the ability to explore and […]

AWS

Amazon CloudWatch Logs now offers automated pattern analytics and anomaly detection

Searching through log data to find operational or business insights often feels like looking for a needle in a haystack. It usually requires you to manually filter and review individual log records. To help you with that, Amazon CloudWatch has added new capabilities to automatically recognize and cluster patterns among log records, extract noteworthy content […]

AWS

Optimize your storage costs for rarely-accessed files with Amazon EFS Archive

Today, we are introducing EFS Archive, a new storage class for Amazon Elastic File System (Amazon EFS) optimized for long-lived data that is rarely accessed. With this launch, Amazon EFS supports three Regional storage classes: EFS Standard – Powered by SSD storage and designed to deliver submillisecond latency for active data. EFS Infrequent Access (EFS […]

AWS

Happy anniversary, Amazon CloudFront: 15 years of evolution and internet advancements

I can’t believe it’s been 15 years since Amazon CloudFront was launched! When Amazon S3 became available in 2006, developers loved the flexibility and started to build a new kind of globally distributed applications where storage was not a bottleneck. These applications needed to be performant, reliable, and cost-efficient for every user on the planet. […]

AWS

New – Multi-account search in AWS Resource Explorer

With AWS Resource Explorer, you can search for and discover your resources, such as Amazon Elastic Compute Cloud (Amazon EC2) instances, Amazon Kinesis data streams, and Amazon DynamoDB tables, across AWS Regions. Starting today, you can also search across accounts within your organization. It takes just a few minutes to turn on and configure Resource […]

AWS

New for Amazon SQS – Update the AWS SDK to reduce latency

With Amazon SQS, you can send and receive messages between software components at any scale. It was one of the first AWS services I used and as a Solutions Architect, I helped many customers take advantage of asynchronous communications using message queues. In fact, Amazon SQS has been generally available since July 2006 and, under […]

AWS

New for Amazon Comprehend – Toxicity Detection

With Amazon Comprehend, you can extract insights from text without being a machine learning expert. Using its built-in models, Comprehend can analyze the syntax of your input documents and find entities, events, key phrases, personally identifiable information (PII), and the overall sentiment or sentiments associated with specific entities (such as brands or products). Today, we […]

AWS

Introducing Amazon MSK Replicator – Fully Managed Replication across MSK Clusters in Same or Different AWS Regions

Amazon Managed Streaming for Apache Kafka (Amazon MSK) provides a fully managed and highly available Apache Kafka service simplifying the way you process streaming data. When using Apache Kafka, a common architectural pattern is to replicate data from one cluster to another. Cross-cluster replication is often used to implement business continuity and disaster recovery plans […]

AWS

AWS Entity Resolution: Match and Link Related Records from Multiple Applications and Data Stores

As organizations grow, the records that contain information about customers, businesses, or products tend to be increasingly fragmented and siloed across applications, channels, and data stores. Because information can be gathered in different ways, there is also the issue of different but equivalent data, such as for street addresses (“5th Avenue” and “5th Ave”). As […]

AWS

Reimagine Software Development With Amazon CodeWhisperer as Your AI Coding Companion

July 19, 2023: Post updated with an animated image to show Amazon CodeWhisperer in action. In the few months since Amazon CodeWhisperer became generally available, many customers have used it to simplify and streamline the way they develop software. CodeWhisperer uses generative AI powered by a foundational model to understand the semantics and context of your […]

AWS

Simplify How You Manage Authorization in Your Applications with Amazon Verified Permissions – Now Generally Available

When developing a new application or integrating an existing one into a new environment, user authentication and authorization require significant effort to be correctly implemented. In the past, you would have built your own authentication system, but today you can use an external identity provider like Amazon Cognito. Yet, authorization logic is typically implemented in […]

AWS

New – Move Payment Processing to the Cloud with AWS Payment Cryptography

Cryptography is everywhere in our daily lives. If you’re reading this blog, you’re using HTTPS, an extension of HTTP that uses encryption to secure communications. On AWS, multiple services and capabilities help you manage keys and encryption, such as: AWS Key Management Service (AWS KMS), which you can use to create and protect keys to […]

AWS

New – Simplify the Investigation of AWS Security Findings with Amazon Detective

With Amazon Detective, you can analyze and visualize security data to investigate potential security issues. Detective collects and analyzes events that describe IP traffic, AWS management operations, and malicious or unauthorized activity from AWS CloudTrail logs, Amazon Virtual Private Cloud (Amazon VPC) Flow Logs, Amazon GuardDuty findings, and, since last year, Amazon Elastic Kubernetes Service […]