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Home
Blog
Cloud Computing
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About Us
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Posted inInformational

Open-Source vs. Open-Weight AI: A Detailed Breakdown

Posted by

Afzal Malik July 26, 2026

A clear, detailed explanation of the difference between fully open-source and open-weight AI models, covering the technical artifacts, licensing, and real-world implications for developers.

Posted inAI

Anthropic’s J-Lens: How Researchers Read What Claude Is Thinking Before It Speaks

Posted by

Afzal Malik July 14, 2026

Anthropic's J-lens reads what Claude is thinking before it speaks. Here's how the J-space really works, the fake-bug moment, and why it's no lie detector.

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

Posted by

Afzal Malik July 13, 2026

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.

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

Posted by

Afzal Malik July 12, 2026

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.

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

Posted by

Ruby Malik May 17, 2026

S3 Files can replace SFTP in some internal AWS workflows, but not partner-facing secure file exchange. Here is how data teams should decide.

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

Posted by

Ruby Malik May 17, 2026

A management-ready guide to AWS Transfer Family SFTP pricing, limitations, and when data engineering teams should replace traditional SFTP servers.

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

Posted by

Ruby Malik May 16, 2026

Trusted Remote Execution, or Rex, lets AI agents and humans run scripts safely by checking every system action against a policy before it runs.

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

Posted by

Ruby Malik May 16, 2026

S3 Files lets Lambda mount S3 buckets as file systems. Learn the architecture, IAM, VPC, agent workflow, and data pipeline trade-offs.

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

Posted by

Ruby Malik May 16, 2026

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.

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

Posted by

Ruby Malik April 14, 2026

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Recent Posts

Open-Source vs. Open-Weight AI: A Detailed Breakdown
Anthropic’s J-Lens: How Researchers Read What Claude Is Thinking Before It Speaks
Loom for AWS Explained: How the Open-Source Agent Platform Deploys
3-Tier Web Application Architecture on AWS: A Reference Deployment Explained
S3 Files Instead of SFTP: When It Works, When It Does Not, and How Data Teams Should Decide

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