Deploying and Monitoring Models on AWS
Training produces a model artifact; users experience an application. The engineering space between those facts is where deployment and monitoring failures happen. For readers working […]
Read articleEDITORIAL SUBJECT
AWS Cloud Services
AWS infrastructure, cloud services, security, architecture and operational decisions.
FROM THE EDITORIAL LIBRARY
Articles on AWS Cloud Services
AWS PrivateLink: Designing Private Service Boundaries
Private connectivity is often introduced with a reassuring diagram: two services exchange data without sending traffic over the public internet. That statement is useful but […]
Read articleAWS Cloud Practitioner: The Shared Responsibility Model in Real Life
A company stores sensitive customer files in Amazon S3. It assumes AWS will prevent inappropriate disclosure because the service is managed. An employee then makes […]
Read articleAWS Cloud Practitioner: Choosing Core Cloud Services
A startup wants to launch an image-sharing application. One developer proposes a large virtual machine to run the web server, database, and image storage together. […]
Read articleAWS Cloud Practitioner: Understanding Cloud Economics
A growing online retailer replaces an aging server fleet with services in AWS. Its leadership expects immediate savings because there is no longer a large […]
Read articleEventBridge, SNS, or SQS? Choose the Right Event Boundary
An order service has to notify accounting, trigger shipment, update customer-facing status, and preserve an auditable record. Its first implementation calls all four destinations synchronously. […]
Read articleAWS Direct Connect Resilience: When Two Links Are Still One Failure
A bank buys two private connections to AWS and considers its hybrid network resilient. Both circuits, however, enter the same building, traverse the same provider […]
Read articleAmazon Bedrock Guardrails in Production: Where Protection Begins and Ends
A team builds a retrieval assistant for a healthcare benefits organization. Its demonstration answers policy questions fluently, and stakeholders assume adding a content filter will […]
Read articleAmazon Bedrock Model Evaluation: Test the Task, Not the Demo
A model can excel at writing a polished product description and perform poorly at extracting safety conditions from a maintenance manual. It can answer standard […]
Read articleAWS Control Tower Landing Zones: Design Before Account Sprawl
A growing software company begins with one AWS account and a handful of engineers. Two years later, it has dozens of accounts, inconsistent billing tags, […]
Read articleAmazon Bedrock Agents: Tools, Control and the AgentCore Shift
An agent becomes useful when it can do more than describe what a human should do. It might look up an order, ask for missing […]
Read articleMastering AWS Route 53: High-Performance DNS for Modern Cloud Infrastructure
Every time a user types a website address into a browser, a complex background process begins within seconds. That process is driven by the Domain […]
Read articleAWS CloudSearch vs. Elasticsearch: Which Search Service Should You Choose?
Search functionality may seem like a routine feature that users barely notice, yet it is one of the most critical components behind modern digital experiences. […]
Read articleAWS KMS vs Secrets Manager: Managing Keys and Secrets in AWS
Cloud security is not only about protecting data but also about safeguarding the sensitive information that grants access to that data. Within Amazon Web Services, […]
Read articleAWS Lambda vs EC2: When to Use Each Service
Cloud computing has fundamentally changed how applications are built, deployed, and scaled, and within this transformation, Amazon Web Services has emerged as a dominant force. […]
Read article