@PatrickJD

Patrick

@PatrickJDBay Area, CAJoined September 2020

Sr. Solutions Architect @AWS | AI Agents, security, cloud architecture for commercial customers

About

Enterprise Solutions Architect @AWS. Writing about production-tested cloud patterns. Started with a Tandy 2000, still figuring things out.

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Patrick's blogs

Cloud CTRLblog.patrickjduffy.net8 posts

Scaling AWS WAF Exceptions Across Your Org

How to run per-app AWS WAF managed-rule exceptions at scale without weakening the baseline, using labels and first-middle-last rule ordering.

10 min readblog.patrickjduffy.net

Oct 14

Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks

Build AI agents that apply real thinkers' frameworks to your problems. Not chatbots doing impressions — thinking partners that catch what you miss.

8 min readblog.patrickjduffy.net

1Jul 24

How to Get the Most Out of Amazon Quick Desktop

A mindset guide for turning an AI desktop assistant into your second brain.

18 min readblog.patrickjduffy.net

Apr 30

Building a Guardrail System for Kiro

AI coding agents can write code, run shell commands, and modify your file system. That's the value proposition. It's also the risk surface. Kiro CLI supports hooks — scripts that intercept agent actio

6 min readblog.patrickjduffy.net

Apr 6

The Kiro CLI Flywheel: Teaching your AI agent from its own mistakes

Every time you correct your AI coding agent, you're generating training data, but are you just throwing it away? "You need to run CLI commands non-interactively." "Try again but split it into smaller

6 min readblog.patrickjduffy.net

Apr 2

Patrick

About

Available for

Patrick's blogs

Scaling AWS WAF Exceptions Across Your Org

Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks

How to Get the Most Out of Amazon Quick Desktop

Building a Guardrail System for Kiro

The Kiro CLI Flywheel: Teaching your AI agent from its own mistakes

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Patrick

About

Available for

Patrick's blogs

Scaling AWS WAF Exceptions Across Your Org

Expert Advisor Agents: AI Sparring Partners Built from Real Frameworks

How to Get the Most Out of Amazon Quick Desktop

Building a Guardrail System for Kiro

The Kiro CLI Flywheel: Teaching your AI agent from its own mistakes