Contributing Writer · Agent Frameworks

Arjun Vijay

Contributing Writer, Explore Agentic

About Arjun

Arjun covers the framework and gateway layer — the parts of the stack a platform team still has to operate long after the quickstart. The AWS Strands Agents piece is the template: what a model-driven agent SDK with 25 million first-year downloads actually commits you to running, how its five multi-agent patterns and MCP tool wiring behave once deployed to AgentCore Runtime at $0.0895 per vCPU-hour, and which of those decisions are hard to reverse in production.

The MCP gateway evaluation work applies the same test to procurement, scoring ten gateways against ten documented criteria and naming five disqualifiers that should end an evaluation early — an audit that ranks Jarvis Registry last rather than first, which is the point of running it. Also reviews the S3 Vectors retrieval work. The question Arjun asks of any framework or gateway is constant: what does week six look like, when the demo is a production service with an on-call rotation.

Agent frameworksAWS StrandsMulti-agent orchestrationMCP gateway evaluation
By this contributor

Pieces written or reviewed by Arjun

4 pieces across insight on this site — 3 written by Arjun and 1 reviewed. A written byline means Arjun researched and drafted the piece; a reviewed byline means Arjun read it against its cited sources and could defend its claims before it published. Every row below is labelled either way.