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Guy Royse

@guy.dev
1K followers 490 following 284 posts

Work. Life. Code. Game. Lather. Rinse. Repeat. Husband and father of three. Son of mountain men. International speaker. Geek. Graybeard. Gamemaster. W8GUY.

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Guy Royse @guy.dev · 07/09/2026
Really looking forward to speaking at @kcdc.bsky.social this week, seeing all my friends, and nerding out. I'll be talking about Reticulum and doing a classic workshop—Putting the D&D in TDD. I am not, however, looking forward to the drive. See ya in 600 miles!
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Guy Royse @guy.dev · 28/08/2026
CORE—the Central Ohio Radio Enthusiasts—are meeting on September 1st. This month we have Mark Noble KE8BZW presenting D-STAR: Digital Voice, Data, and Callsign Routing. Details are in the link and please RSVP so we can make sure we buy enough pizza. Link: core.radio
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Guy Royse @guy.dev · 29/07/2026
Central Ohio Radio Enthusiasts are meeting next week. This month we have Tom Graham presenting Going Vertical: Signals from the Sky. It's a talk about launching weather and pico balloons and tracking their movement around the globe. Details are in the link and please RSVP. Link: core.radio
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 15/07/2026
Folks seem to like my technical talks. Jason Koo and I sat down the other day and talked about how I build them—the strategy, the structure, the thought process. The beard helps, but there's more to it than that. Check out the video. www.youtube.com/watch?v=8ZLs...
youtube.com
Crafting Talks People Never Forget -- Guy Royse
YouTube video by Fractional DevRel
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Guy Royse @guy.dev · 13/07/2026
I bought an amateur radio repeater. It's currently on the air and awaiting transferal of the trusteeship. Plus some additional equipment so I can get it properly set up on the Ohio Link Network. Perhaps I've gotten a little too deep into this hobby.
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Guy Royse @guy.dev · 06/07/2026
Fine-tuning is the new stored procedure. Logic pushed into the wrong layer. It's fast, of course. No remote lookups. It's as close to the model as you can possibly get. But it's a serious pain to version, to test, or to understand six months later.
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Guy Royse @guy.dev · 03/07/2026
The monthly meeting of the Central Ohio Radio Enthusiasts is on this coming Tuesday. Details below and at the link: core.radio
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 04/06/2026
I'm going live with @vscode.dev on YouTube today at 9am PT. Gonna do some Redis Agent Memory, some VS Code Copilot, and a little bit of ham radio! Live coding and AI will be involved so it could be brilliant or it could end in fire and tears. Watch to find out! www.youtube.com/watch?v=DyAx...
youtube.com
🔴 VS Code Live: Building Agents with Memory using Redis + Copilot
YouTube video by Visual Studio Code
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Guy Royse @guy.dev · 02/06/2026
I built Earshot. Agents listen to audio (a mic and my ham radio), transcribe it, and write it to shared memory. A chatbot reads it and chats about it. The interesting bit, the agents never talk directly. They just share memory. Agent coordination is just decoupling. github.com/redis-develo...
github.com
GitHub - redis-developer/redis-agent-memory-audio-capture-ts-demo: Earshot is a multi-agent demo of Redis Agent Memory: agents ingest, transcribe, curate, and recall audio from various ambient sources...
Earshot is a multi-agent demo of Redis Agent Memory: agents ingest, transcribe, curate, and recall audio from various ambient sources, stored as long-term memories. - redis-developer/redis-agent-me...
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Guy Royse @guy.dev · 01/06/2026
The Central Ohio Radio Enthusiasts is meeting tomorrow at CGI in Westerville. The topic is DMR, or digital mobile radio, and Alex Barbur will be showing us how to use it. If you're interested, all the details are in the link. And, please RSVP so we know how much pizza to get! core.radio#meetings
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 27/05/2026
The monthly CORE (Central Ohio Radio Enthusiasts) meeting is Tuesday, June 2. This month we have Alex Barbur presenting An Introduction to DMR as an IP Transport. Don't know what that is? You should come. Details and RSVP are in the link: core.radio#meetings
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 22/05/2026
Everything is on a continuum. But some continuums are more lopsided than others.
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Guy Royse @guy.dev · 21/05/2026
I'm gonna be at @bsidesdayton.bsky.social this Saturday running the Radio Village and talking about Reticulum. Wanna play with some radio? Want to build secure off-grid networks? Buy a ticket already. It's only $25 and they feed ya! bsidesdayton.com
bsidesdayton.com
BSidesDayton
Dayton's community-driven infosec conference. Join security professionals, researchers, and hackers for hands-on learning, real conversations, and practical knowledge.
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Guy Royse @guy.dev · 28/04/2026
CORE is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. This month we have Radio Signal Analysis Using SDRs and OpenWebRX+ with Scott McCrory. Details are are core.radio.
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 18/04/2026
And so it begins…
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Guy Royse @guy.dev · 05/04/2026
You probably haven't heard of the Reticulum Network. The tl;dr—it's an alternative network stack that's decentralized, encrypted, and runs on everything from Ethernet to LoRa radios to serial cables.
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Guy Royse @guy.dev · 30/03/2026
One of my goals is to own my stuff. I think a lot of people are tired of their data, their tech, and their network being controlled by centralized powers. I am one of those people.
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Guy Royse @guy.dev · 25/03/2026
I sometime banter with my AI. The smarter models have a pretty decent sense of humor. Or at least they stochastically fake one pretty well. Here's a fun little interaction with OpenClaw running GPT-5.1.
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Reposted by Guy Royse
Stir Trek @stirtrek.com · 23/03/2026
🎙️ @guy.dev is speaking at #StirTrek2026! "Agents & Arbiters - An Adventurer’s Guide to Multi-Agent Collaboration with LangGraph.js" 📅 1 May 2026 10:30 AM 🎟️ events.humanitix.com/stir-trek-20... We're really looking forward to having Guy at Stir Trek this year!
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Guy Royse @guy.dev · 20/03/2026
Chuck Norris doesn't rest in peace. Peace rests in him.
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Guy Royse @guy.dev · 16/03/2026
The first meeting for the Central Ohio Radio Enthusiasts is April 7. The topic is WiFi HaLow. Don't know what that is? I know how you can find out! RSVP. Join our Discord. Get on our mailing list for future events. How? It's all at core.radio. And shout out to our awesome host—@leadingedje.com!
core.radio
CORE: Central Ohio Radio Enthusiasts
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio. Ham radio operators, GMRS users, Meshtastic fans, SDR nerds, makers, and beginners all welc...
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Guy Royse @guy.dev · 09/03/2026
International Women's Day is a fantastic thing to celebrate. May all the women in my life—and those not in my life for that matter—have a wonderful day. Of course, this year it landed on my birthday. So you'll forgive me if I also call it International Guy Day. Just this once.
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Guy Royse @guy.dev · 03/03/2026
Welp. What may have been obvious to others but not me is now official. I have ADHD. Now, gimme some Adderall!
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Guy Royse @guy.dev · 27/02/2026
LLMs can be unnecessarily verbose—loquacious even. So many bullet points just scrolling by. Most just ai;dr and move on. But when it's part of a workflow, it can break routing logic. The solution—structured output. Part 3 of Learning LangGraph.js shows you how to do it. medium.com/the-guy-wire...
medium.com
Learning LangGraph.js Part 3: Structured Output
This is part 3 in a series of blog posts and code examples on how to use LangGraph.js to build AI workflows.
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Guy Royse @guy.dev · 19/02/2026
I'll be on Eat Sleep Code today at 3pm ET to talk tech news with @edcharbeneau.bsky.social and John Bristowe. Will #AI come up? Will @redis.io? Of course! But I'll keep the hype to a minimum and focus on practical stuff that helps you build better apps. youtube.com/telerik
youtube.com
Progress Telerik
Telerik is a market-leading provider of UI controls and components for ASP.NET AJAX, ASP.NET MVC, ASP.NET Core, .NET MAUI, Xamarin, Blazor, UWP, WPF, and Windows Forms, as well as data access layer, r...
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Guy Royse @guy.dev · 16/02/2026
I'm starting a new meetup called CORE—the Central Ohio Radio Enthusiasts. It's for radio and radio-adjacent interests. It's not a ham radio club, we talk about that, but also GMRS, mesh networks like Meshtastic, Reticulum, and HaLow, software-defined radio, and shortwave listening.
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Guy Royse @guy.dev · 15/02/2026
So, I learned a new Internet abbreviation today: ai;dr
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Guy Royse @guy.dev · 03/02/2026
A replacement for HamClock, which will shutdown forever come June, has been release. It's called OpenHamClock. Looks pretty swish! openhamclock.com
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Guy Royse @guy.dev · 30/01/2026
I registered w8guy.radio yesterday. Nothing there yet but hopefully you'll be able to email me@w8guy.radio in the future! Or maybe I should go with nerd@w8guy.radio?
w8guy.radio
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Guy Royse @guy.dev · 21/01/2026
Found this nifty tool to create animated Mermaid diagrams. I've just messed with the free version but it's pretty cheap and even has a pay as you go if you just need a couple. It's at animerm.ai if you think it'd be useful.
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Guy Royse @guy.dev · 05/12/2025
Hey @pa-dev.bsky.social, I too am a Full Snack Developer!
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Redis @redis.io · 05/12/2025
Meet "Podbot," an AI chatbot @guy.dev built using Azure OpenAI to recommend podcasts based on your preferences. It uses Redis Memory Server to manage memory, so it remembers what you like across conversations. Build your own Podbot here (and feel free to open a PR): github.com/redis-develo...
github.com
GitHub - redis-developer/podcast-chatbot-with-agent-memory-azure-demo: Demo showing how to use Redis Agent Memory Server to build context-aware AI chatbots with persistent conversation memory on Azure...
Demo showing how to use Redis Agent Memory Server to build context-aware AI chatbots with persistent conversation memory on Azure. - redis-developer/podcast-chatbot-with-agent-memory-azure-demo
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Reposted by Guy Royse
Jorge Sánchez (xurxodev) @xurxodev.com · 05/12/2025
6 técnicas japonesas que cumple todo desarrollador de software que tiene éxito. 🧵 👇
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Guy Royse @guy.dev · 04/12/2025
"With elevated interiors, bold designs, and specialty drinks paired with your Taco Bell favorites, DRG’s venues are known as some of the most iconic destinations across the country." So you can get drunk and eat Taco Bell at the same time, I guess. Iconic. tacobellcantinas.com
tacobellcantinas.com
Home - Taco Bell Cantinas
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Reposted by Guy Royse
Redis @redis.io · 17/11/2025
Semantic routing improves predictability and efficiency in AI systems. RedisVL classifies user queries without LLM calls, reducing token usage and latency. Combined with LangGraph, it creates a deterministic flow for routing, execution, and decision logic. Read how here: medium.com/@bhavana0405...
medium.com
Why You Need Semantic Routing in Your LangGraph Toolkit: A Beginner’s Guide
Not every question needs a 175-billion-parameter LLM. Semantic routing helps decide which model, tool, or path should handle each query
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Guy Royse @guy.dev · 11/11/2025
I run a Discord server for my radio club. We have the following rules: 1️⃣ Don't be a jerk. 2️⃣ Don't do anything that makes us add a new rule. 3️⃣ If your not sure if rule 2 will be invoked, see rule 1. This work surprisingly well for our admittedly small scale.
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Guy Royse @guy.dev · 10/11/2025
"The legend lives on from the Chippewa on down of the big lake they called Gitche Gumee. The lake, it is said, never gives up her dead when the skies of November turn gloomy."
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Guy Royse @guy.dev · 07/11/2025
I like decentralized networks. In particular, I'm a fan of Reticulum. Reticulum is a fully-encrypted, anonymous, and decentralized mesh network that runs over all sorts of hardware—from Ethernet to LoRa radios to serial cables.
reticulum.network
Reticulum Network
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Guy Royse @guy.dev · 06/10/2025
The Great State of Ohio has seen fit to pass a law requiring me to perform age verification on this platform. For the children or something. If I don't do this, I won't have access to DMs. I know how to VPN, not a huge problem. But, it does means I won't check my DMs as much. So, email me instead.
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Guy Royse @guy.dev · 06/10/2025
I blogged. medium.com/@guyroyse/ma...
medium.com
Making Memories with Redis, TypeScript, and LLMs
This article explores how to save conversation history in your LLM-using applications with Redis, Agent Memory Server, and TypeScript. Read…
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Reposted by Guy Royse
Devnexus @devnexus.bsky.social · 01/10/2025
Modern problems require…modern memes? At #Devnexus, @guy.dev showed how embeddings + vector databases unlock quirky use cases (like discovering your meme twin) while solving real-world challenges 🦾 Recap here ⤵️ devnexus.org/posts/modern... 🙌 Join us for more inspiring sessions at Devnexus 2026!
devnexus.org
Modern Problems Require Modern Solutions , Finding Your Meme Twin with Embeddings and Vector Databases, with Guy Royse
The modern developer faces a growing challenge: making sense of the world’s fastest-expanding resource—unstructured data. In his Devnexus 2025 talk, Guy Roys...
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Guy Royse @guy.dev · 28/09/2025
So, @dcdietrich.bsky.social will be delighted to know that I got a pair of DMR radios. Once I figure them all out, we’ll have to chat!
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Guy Royse @guy.dev · 21/08/2025
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Guy Royse @guy.dev · 21/08/2025
Every time I see the letters AI, I have to figure out if it's some dude named Albert, a steak sauce, or hype.
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Guy Royse @guy.dev · 11/08/2025
Always a great time chatting with @davidgiard.bsky.social—even on a Monday morning at 9am! I wasn't able to cover nearly as much about ham radio as I would have liked, but if anyone has questions, I'm happy to answer them.
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David Giard @davidgiard.bsky.social · 08/08/2025
Monday on #TechnologyAndFriends: Guy Royse (@guy.dev) on Ham Radios
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Guy Royse @guy.dev · 31/07/2025
Everybody's putting AI in their apps. They're stringing APIs together and sending the results down to the browser. But those APIs are expensive, the round trips are long, and there's a lot of data being exposed. Maybe there's a better way? www.youtube.com/watch?v=nBaG...
youtube.com
Run AI in the browser - faster, cheaper, and private
YouTube video by Redis
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Guy Royse @guy.dev · 21/07/2025
Vibe coding browser-based AI stuff. And asking the important questions.
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Guy Royse @guy.dev · 18/07/2025
Vector search is cool. Really cool. And, we're all itching a reason to use it. And there are some really good reasons. But there are some, well, not so good ones as well. Know the difference and don't let vector search become your latest Golden Hammer. www.youtube.com/watch?v=Ryme...
youtube.com
When to use vector search (and when NOT to)
YouTube video by Redis
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Reposted by Guy Royse
Devoxx UK @devoxx.uk · 25/06/2025
Explore the fascinating world of probabilistic data structures with @guy.dev ‘s session from Devoxx UK 2025. Learn how to use Bloom Filters, MinHash, and Top-K to analyse 112,092 UFO sightings. View session at buff.ly/5dcCMaS
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