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Antonio Scotland

Senior Business Systems Analyst moving into AI engineering. I specify, build, and evaluate agentic AI systems, and write about agents at work and the Canadian AI job market.

Location Waterloo, Ontario Joined Joined on  Personal website https://blog.scenehere.ca/ github website

Education

MASc Electrical Engineering (University of Waterloo), MBA (Howard University)

Work

Business Systems Analyst at Cocoa Classroom

PHP2Shell and the smarter-attacker test: which defences still hold when AI finds the bugs

PHP2Shell and the smarter-attacker test: which defences still hold when AI finds the bugs

Comments
9 min read

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Before you connect another MCP server: an audit checklist for workplace teams

Before you connect another MCP server: an audit checklist for workplace teams

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14 min read
Badge or evidence: what a deployed-agent engineer should be able to show

Badge or evidence: what a deployed-agent engineer should be able to show

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Comments 3
8 min read
Securing AI agents in your infrastructure: a sandbox is only the first layer

Securing AI agents in your infrastructure: a sandbox is only the first layer

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9 min read
OpenAI's dots need acceptance criteria, not just Custom Rules

OpenAI's dots need acceptance criteria, not just Custom Rules

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6 min read
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