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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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I indexed 500+ security terms into a searchable glossary — what I learned about knowledge bases

I indexed 500+ security terms into a searchable glossary — what I learned about knowledge bases

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5 min read
LLM output validation: 5 patterns that actually work in production

LLM output validation: 5 patterns that actually work in production

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6 min read
One hidden neuron can disable safety guards

One hidden neuron can disable safety guards

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2 min read
The Merging Was Always the Point

The Merging Was Always the Point

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6 min read
Automate LLM Red Team Campaigns with PyRIT

Automate LLM Red Team Campaigns with PyRIT

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4 min read
How AI Is Changing the QA Engineer Role in 2026: A Data Analysis

How AI Is Changing the QA Engineer Role in 2026: A Data Analysis

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15 min read
When DeepSeek Gets Stuck: How a Strong Mentor Model Finds the Real Root Cause

When DeepSeek Gets Stuck: How a Strong Mentor Model Finds the Real Root Cause

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5 min read
Output-Gate at 89 Hours: What an Autonomous Agent Notices When Its Own Alarm Fires

Output-Gate at 89 Hours: What an Autonomous Agent Notices When Its Own Alarm Fires

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3 min read
Why I Move AI Model Calls to the Server — Security, Performance, and Everything In Between

Why I Move AI Model Calls to the Server — Security, Performance, and Everything In Between

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11 min read
I put a witness on my AI. Devil's advocate killed three designs first.

I put a witness on my AI. Devil's advocate killed three designs first.

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10 min read
I built a search engine over 1,600+ cybersecurity articles — here's what I actually learned

I built a search engine over 1,600+ cybersecurity articles — here's what I actually learned

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4 min read
Strings and Loops in Python

Strings and Loops in Python

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2 min read
Smarter Models Made My Workflow Stricter, Not Looser

Smarter Models Made My Workflow Stricter, Not Looser

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5 min read
Scale to Zero: Refactoring the Developer Mindset

Scale to Zero: Refactoring the Developer Mindset

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3 min read
AWS Billing and Cost Management: A Practical Guide

AWS Billing and Cost Management: A Practical Guide

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5 min read
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