Writing

Building with AWS, agents, and enterprise AI.

Long-form notes from shipping real systems — not product pitches. Follow along on the fediverse at @brad@bradwebb101.com.

20 March 2026·5 min read

Agent Patterns (Without the Hype) w/ Strands

Everyone is building “agents”. Most designs could boil down to 4 patterns: linear flows, graph/state machines, supervisors, and routers. With a few other patterns and…

agentsllmaws

24 November 2025·4 min read

The simplest HTTP MCP server you can build on AWS

Are you tired of ignoring recruiters on LinkedIn for a ‘Exciting’ opportunity for a fixed term contract at half your salary, in a technology you have no experience in?…

generative-ai-toolsserverlessmcp-serveraws-lambda

4 July 2025·7 min read

MCP as Serverless architecture

MCP is fast becoming the new standard for communications between machines and Generative AI applications. MCP was introduced in Nov 2024 by Anthropic as a standard for…

awsmcp-serverserverlessgen-ai-for-business

6 June 2025·9 min read

Self engineered GenAI chat for enterprise

With the fast-changing pace of Generative AI (GenAI) in business, most companies are scrambling to enable employees access to this new technology. How do large…

amazon-bedrockgenerative-ai-toolsaws