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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 Take My AI Agent from 6/9 Breaches to Zero

How I Used Automated Red Teaming To Take My AI Agent from 6/9 Breaches to Zero

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Comments 2
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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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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Comments 12
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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8 min read
Is Software Engineering Cooked? Not Yet. But Maybe.

Is Software Engineering Cooked? Not Yet. But Maybe.

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5 min read
The Python Function That Implements Itself

The Python Function That Implements Itself

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Comments 8
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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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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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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