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Abstract AI agent observability dashboard with trace lines, cost gauges, evaluation checks, and safety controls
Posted inAI Technical Blogs

Agentic Harness Observability: OpenTelemetry, Evals and FinOps for AI Agents

Learn how to observe AI agents with OpenTelemetry traces, evals, guardrails, and FinOps metrics tied to one agentic harness run ID before production fails.
Posted by Afzal Malik August 13, 2026
AI Agent Protocols: MCP vs A2A vs ACP vs SLIM
Posted inAI Technical Blogs

AI Agent Protocols: MCP vs A2A vs ACP vs SLIM

MCP connects AI agents to tools and data, A2A handles agent-to-agent delegation, ACP explains enterprise interoperability patterns, and SLIM focuses on secure real-time messaging.
Posted by Ruby Malik August 12, 2026
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
How to Generate Images Using Your GCP Account (Vertex AI + Nano Banana)
Posted inInformational

How to Generate Images Using Your GCP Account (Vertex AI + Nano Banana)

Turn text prompts into original images using your own Google Cloud account. A working, step-by-step guide to text-to-image with Vertex AI and Gemini.
Posted by Afzal Malik August 4, 2026
Posted inInformational

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

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 by Afzal Malik July 26, 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

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