@_vmlops

Forward Deployed Engineer | Building AI-powered products & turning ideas into reality

Joined December 2024
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2.2KMedia

How AI agents iterate - and how developers decide what to build in the first place

✎ Let's back up a second

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A Loop Engineering Guide

01 · The Agent Loop

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Harness Engineering

You give Claude a task inside your real codebase. It starts well reads files, writes code, looks productive. Then something breaks. It skips a step. It says "done" but nothing actually works. You spen…

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Python Didn't Build AI. It Just Made It Accessible.

The Myth

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The Mathematics Behind Machine Learning

01 · Linear Algebra

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15 shortcuts that make Claude Code feel like cheating

Most developers use Claude Code without knowing half of these exist. Each shortcut removes a specific friction point waiting, context-switching, retyping, hunting files manually.

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