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If AI Helps You Learn Faster Is It Cheating?
I finally stopped waiting for the “Ugly’s Electrical Reference” of networking and built my own. When you’re standing in front of a switch at 11 p.m. and you need the exact Cisco IOS command, a clean Wireshark filter, or a subnet answer right now, generic documentation and endless search results are a trap. I wanted something fast, narrow on purpose, and organized the way my brain actually works.
I’m a broadcast network engineer who came up through audio, video, transmitters, and signal chains, then had to learn IP networking later while working alongside engineers who can recall protocols and configs from memory. So I vibe coded a locally hosted single-page web app: no logins, no cloud dependencies, just a dark-mode reference guide with categories, quick tools, and a search bar I can hit in under a second. It’s packed with the things I constantly look up: subnet math, common port numbers, OSI model in plain English, VLAN explanations with real config examples, Cisco command reminders, and broadcast-specific networking like PTP IEEE 1588 and AES67 troubleshooting notes.
The twist is that the hardest part wasn’t the code, it was figuring out what I actually needed to know. Writing better prompts forced me to name my knowledge gaps, then editing the output turned the guide into a living record of my learning. I also address the pushback: the “AI is killing fundamentals” take, why I don’t buy it for this use case, and how repetition plus a personal cheat sheet can move knowledge from a screen into your head. If you’re learning a domain while surrounded by experts, this is a practical blueprint for building your own reference and getting better faster. Subscribe, share this with a friend who’s leveling up, and leave a review with your hottest take: helpful tool or dangerous shortcut?
https://tools.tylerwoodward.me/
Support the show
If you enjoyed the show, be sure to follow The Tyler Woodward Project and leave a rating and review on Apple Podcasts or your favorite podcast app—it really helps more people discover the show.
Follow the show on Instagram and Threads.
All views and opinions expressed in this show are solely those of the creator and do not represent or reflect the views, policies, or positions of any employer, organization, or professional affiliation.
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By Tyler WoodwardI finally stopped waiting for the “Ugly’s Electrical Reference” of networking and built my own. When you’re standing in front of a switch at 11 p.m. and you need the exact Cisco IOS command, a clean Wireshark filter, or a subnet answer right now, generic documentation and endless search results are a trap. I wanted something fast, narrow on purpose, and organized the way my brain actually works.
I’m a broadcast network engineer who came up through audio, video, transmitters, and signal chains, then had to learn IP networking later while working alongside engineers who can recall protocols and configs from memory. So I vibe coded a locally hosted single-page web app: no logins, no cloud dependencies, just a dark-mode reference guide with categories, quick tools, and a search bar I can hit in under a second. It’s packed with the things I constantly look up: subnet math, common port numbers, OSI model in plain English, VLAN explanations with real config examples, Cisco command reminders, and broadcast-specific networking like PTP IEEE 1588 and AES67 troubleshooting notes.
The twist is that the hardest part wasn’t the code, it was figuring out what I actually needed to know. Writing better prompts forced me to name my knowledge gaps, then editing the output turned the guide into a living record of my learning. I also address the pushback: the “AI is killing fundamentals” take, why I don’t buy it for this use case, and how repetition plus a personal cheat sheet can move knowledge from a screen into your head. If you’re learning a domain while surrounded by experts, this is a practical blueprint for building your own reference and getting better faster. Subscribe, share this with a friend who’s leveling up, and leave a review with your hottest take: helpful tool or dangerous shortcut?
https://tools.tylerwoodward.me/
Support the show
If you enjoyed the show, be sure to follow The Tyler Woodward Project and leave a rating and review on Apple Podcasts or your favorite podcast app—it really helps more people discover the show.
Follow the show on Instagram and Threads.
All views and opinions expressed in this show are solely those of the creator and do not represent or reflect the views, policies, or positions of any employer, organization, or professional affiliation.