Dev and AI Interests

Stories and insight into AI software development and the learning journey from zero to CI/CD Pipelines

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Layered Learning

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Hey there! Welcome to 'Layered Learning'. This blog is about my crazy venture into tech and 3D printing. Two years ago, I knew next to nothing about 3D printing, software development, web development, you name it. Fast forward to today, and here I am, running a full-blown 3D printing and tech operation – who would've thought?  It all started as a simple chat, a ‘what if’ scenario that turned into a ‘let’s just try this’ kind of thing. From getting an Ender 3v2, immediately upgrading it, constantly breaking it, and finally getting it running well, to learning Fusion360, to piecing together my first API and setting up a CI/CD pipeline – it’s been one heck of a learning curve.  This blog isn’t going to be your typical tech story. It’s more of a figure things out as I go kind of tale. There have been loads of trials and plenty of errors, but also tons of fun and some real 'aha!' moments. I’m not an expert, but I’ve come a long way from where I started.  So, if you’r
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Original 3D Printing Setup for Lunar Prototypes

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I wanted to write about where I'm at from a 3D printing perspective when I'm starting this venture so I can look back upon it fondly one day and see if anything has changed. In this post I'm going to detail my current 3D printing setup, slicing software I use, and where I hope to go.  As I wrote this post, I was reminded of every single recipe article on the planet that has like six hours of narrative before you finally scroll to the recipe, so in an effort to break that trend, I'm going to BLUF (Bottom Line Up Front) this.  BLUF Recommendations This is my current recommendation for mods. Note, this will absolutely change as I learn and grow. But it's worked for me to this point.  Current Printer: Ender 3v2  Current Mods:  Ferrule Crimped Power Supply Leads PEI Print Bed Silicone Bed Springs Red Bed Leveling Wheels Briss Printer Duct Voron M4 Extruder Klipper running on a Raspberry Pi CR Touch Tested Mods: Cable Chains Dual Gear Extruder Current Slicing Software: Su
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From Idea To Reality with AI

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Tech Insight: How We Start Off In this post I wanted to give an extremely high-level overview of how I kicked this off, from a technical perspective. For some background, I am a network engineer by trade. I've had a rewarding career so far. I've gone from working swing shifts in the NOC to leading some high profile projects, and I love solving problems.  When I finally picked up the 3D printing hobby, it really just meshed with everything I'd been doing to date. I love finding tech solutions to problems while advancing professional skills.  My home lab is relatively robust to the point where I had to write a startup/shutdown procedure for my wife, detailing how to gracefully shut down an ESXi server and power off a UPS. I use open-source home automation as much as I can get away with. I love finding new tools to solve problems and make things easier.    Tying It In How this translates into 3D printing is that all of this development became an extension of the fun I had lear
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