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Morgan Willis

Tech educator helping developers build on AWS

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Developer Advocate @ AWS

How I Used Automated Red Teaming to Evaluate My AI Agent's Safety

Multi-turn prompt escalation for credentials

How I Used Automated Red Teaming to Evaluate My AI Agent's Safety

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Comments 16
10 min read

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Your Agent Doesn't Need That 10,000-Token API Response: Context Offloading with Strands

Your Agent Doesn't Need That 10,000-Token API Response: Context Offloading with Strands

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Comments 8
6 min read
Inference Theft: Your AI Endpoint Is Someone Else's Free Model

Inference Theft: Your AI Endpoint Is Someone Else's Free Model

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Comments 5
11 min read
What is an Agent Harness? A Hands-On Guide With AgentCore harness

What is an Agent Harness? A Hands-On Guide With AgentCore harness

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Comments 2
8 min read
The Consequences of Agentic AI

The Consequences of Agentic AI

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Comments 4
14 min read
Amazon Bedrock for Beginners From First Prompt to AI Agent (Full Tutorial)

Amazon Bedrock for Beginners From First Prompt to AI Agent (Full Tutorial)

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23 min read
AI Agents Don’t Need Complex Workflows. Build One in Python in 10 Minutes

AI Agents Don’t Need Complex Workflows. Build One in Python in 10 Minutes

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11 min read
AI Agents Are Your API's Biggest Consumer. Do They Care About Good Design?

AI Agents Are Your API's Biggest Consumer. Do They Care About Good Design?

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5 min read
The Agent Buddy System: When Prompt Engineering Isn't Enough

The Agent Buddy System: When Prompt Engineering Isn't Enough

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Comments 4
8 min read
Is Software Engineering Cooked? Not Yet. But Maybe.

Is Software Engineering Cooked? Not Yet. But Maybe.

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Comments 11
5 min read
The Python Function That Implements Itself

The Python Function That Implements Itself

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6 min read
From POC to Production-Ready: What Changed in My AI Agent Architecture

From POC to Production-Ready: What Changed in My AI Agent Architecture

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Comments 2
7 min read
Deploying AI Agents on AWS Without Creating a Security Mess

Deploying AI Agents on AWS Without Creating a Security Mess

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Comments 1
14 min read
We Need To Talk About AI Agent Architectures

We Need To Talk About AI Agent Architectures

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Comments 9
10 min read
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