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AWS

Comprehensive AWS tutorials covering Lambda, Pinpoint, S3, Glue, and cloud architecture for data engineers and developers seeking practical cloud solutions.

Home » Blog » AWS
Illustration of a central AI agent platform hub connecting cloud services
Posted inAI AWS

Amazon Bedrock AgentCore: A High-Level Overview of AWS’s AI Agent Platform

Amazon Bedrock AgentCore explained: what its 13 services actually do, how the pay-per-use pricing works, and when AWS's AI agent platform is worth adopting.
Posted by Afzal Malik August 4, 2026
Loom for AWS deployment architecture diagram: Cognito, Route 53, and an ALB in the public subnet routing to a React frontend, FastAPI backend, RDS Proxy with Postgres, S3, and AgentCore Runtime in the private subnet.
Posted inAI AWS

Loom for AWS Explained: How the Open-Source Agent Platform Deploys

Loom for AWS is AWS's open-source platform for deploying AI agents on Bedrock AgentCore. We read the architecture diagram to show how it actually works.
Posted by Afzal Malik July 13, 2026
3-tier web application architecture on AWS: Route 53, CloudFront with WAF, a public Application Load Balancer, web and app EC2 tiers in private subnets, and RDS Multi-AZ across two Availability Zones
Posted inAWS Cloud Computing

3-Tier Web Application Architecture on AWS: A Reference Deployment Explained

A walkthrough of a 3-tier web application architecture on AWS: Route 53, CloudFront, a public ALB, EC2 in private subnets, and RDS Multi-AZ auto failover.
Posted by Afzal Malik July 12, 2026
Featured image for S3 Files as an alternative to internal SFTP workflows
Posted inAWS Data Engineering Technical Blogs

S3 Files Instead of SFTP: When It Works, When It Does Not, and How Data Teams Should Decide

S3 Files can replace SFTP in some internal AWS workflows, but not partner-facing secure file exchange. Here is how data teams should decide.
Posted by Ruby Malik May 17, 2026
Technical illustration showing legacy SFTP moving to AWS Transfer Family and S3 data pipelines
Posted inAWS Data Engineering Technical Blogs

AWS Transfer Family SFTP: Pricing, Limits, and the Management Case

A management-ready guide to AWS Transfer Family SFTP pricing, limitations, and when data engineering teams should replace traditional SFTP servers.
Posted by Ruby Malik May 17, 2026
Illustration of an AI agent passing through a policy checkpoint before accessing a cloud server
Posted inAI AWS Technical Blogs

Trusted Remote Execution Explained: AWS Rex for Safer AI Agents

Trusted Remote Execution, or Rex, lets AI agents and humans run scripts safely by checking every system action against a policy before it runs.
Posted by Ruby Malik May 16, 2026
Illustration of serverless AI agents using AWS Lambda and a shared S3 Files workspace
Posted inAI AWS Data Engineering

S3 Files for Lambda: a real workspace for serverless AI agents

S3 Files lets Lambda mount S3 buckets as file systems. Learn the architecture, IAM, VPC, agent workflow, and data pipeline trade-offs.
Posted by Ruby Malik May 16, 2026
Illustration of secure AI agents accessing AWS through an MCP server with IAM and audit controls
Posted inAI AWS Technical Blogs

AWS MCP Server GA: secure AI agents for AWS teams

AWS MCP Server is now GA. Learn how it gives AI agents secure AWS API access, current AWS docs, IAM guardrails, sandboxed scripts, and audit trails.
Posted by Ruby Malik May 16, 2026
Amazon S3 Files: What Data Engineers Actually Need to Know
Posted inAWS Data Engineering Technical Blogs

Amazon S3 Files: What Data Engineers Actually Need to Know

S3 Files went generally available on April 7, 2026. The AWS blog covered the setup steps. This post covers something more useful: what it actually changes for data engineers who…
Posted by Ruby Malik April 14, 2026
AWS Bedrock security concept image with AI workflow nodes and defensive shields
Posted inAI AWS Technical Blogs

AWS Bedrock Security: 8 Real Attack Paths and How to Block Them

AWS Bedrock security guide covering 8 real attack paths and the controls to block log abuse, RAG data theft, agent hijack, flow injection, and prompt poisoning.
Posted by Ruby Malik March 23, 2026

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