🎥 My @EmberFest 2025 talk is now live on YouTube “A Practical Intro to ReactiveResources & Schema-Driven Data Handling” 🔗 youtu.be/_gr7HbcZiSs?si=l_jt… In this talk, I walk through how to migrate Ember apps from classic Ember Data models to WarpDrive’s ReactiveResources, using real examples, trade-offs, and patterns that work in larger, long-lived codebases. The focus of the talk is @emberjs specific migration. At the same time, WarpDrive itself isn’t Ember only the underlying ideas around reactive, schema-driven data also apply to React, Vue, and Svelte, which is part of why this approach feels durable as frontend ecosystems continue to evolve. 🧠 This is a practical talk, not a hype piece: • how to migrate incrementally without rewrites • how ReactiveResources change data flow and ownership • why this approach reduces complexity as apps grow If you build Ember apps and: 🔹 are thinking about the long-term shape of your data layer 🔹 feel friction with Ember Data model APIs 🔹 are curious about reactive, schema-driven data patterns beyond a single framework ...this might be worth a watch. Would love to hear: • what resonated • what migration challenges you’re facing • what patterns you’d like to explore next • what can be improved #EmberJS #WarpDrive #FrontendEngineering #WebDev #ReactiveData #EmberFest

"The Evolution from Passive Data to Reactive Intelligence : How IRYS Powers a New Onchain Paradigm" 🧵 1/ Everyone talks about data storage, onchain AI, or verifiable computation. But almost no one is asking: What happens when data isn’t just stored — but thinks, reacts, and triggers logic? Let’s talk about IRYS: the shift from passive storage to reactive intelligence. 👇 2/ In the old world, data is dumb. You store it in a database. You query it. Done. It doesn’t do anything. It just sits there. But what if the data you store could respond, compute, and evolve autonomously? That’s the IRYS paradigm shift. 3/ IRYS introduces the idea of programmable memory. Not just storing data immutably — but storing it in a way that can react to events, trigger smart contracts, and feed AI agents in real time. Data becomes alive. Data becomes agency. 4/ Here’s an example: → A DePIN sensor logs temperature data on IRYS. → That data is signed, timestamped, immutable. → A smart contract reacts when temp > threshold. → Autonomous action happens. No middleware. No guesswork. Just pure, reactive logic. 5/ Think about the impact : → Real-time oracles → Decentralized insurance triggering on data events → Autonomous agents making decisions from provable, auditable memory → DAOs reacting to verifiable onchain sentiment All built on IRYS’s reactive data layer. 6/ Why can’t traditional L1s do this? Because they treat data as static blobs. They don’t have reactivity baked into the memory. IRYS does. It’s a low-latency layer that feeds smart agents with fresh, verifiable, and trigger-ready data. 7/ This is more than just data. It’s cognitive infrastructure for the new web. Imagine a world where: – AI agents debate onchain with memory – Scientific workflows validate sources automatically – Smart cities run on DePIN feedback loops IRYS makes it possible. 8/ Let’s call it what it is: Reactive Intelligence Infrastructure. It’s not just about storing bytes. It’s about engineering the nervous system of Web3. Data that sees. Data that remembers. Data that acts. 9/ And the best part? IRYS isn’t just theoretical. It’s already live. Already storing billions of pieces of signed, timestamped, composable data — across DePINs, AI models, and real-world systems. Builders are waking up. 10/ So next time someone talks about “AI onchain” or “decentralized data,” ask them: → Can your data trigger logic? → Can it prove where it came from? → Can it evolve into intelligence? If not… They’re building static archives. IRYS is building a living memory. 11/ Final thought: The future isn’t just about what you store. It’s about what that data can do — when it's empowered with identity, reactivity, and verifiability. And that future? Is already being built — on IRYS. 🧠💡 #IRYS #onchainAI #Web3Infrastructure #ReactiveData #DePIN

Throwback to @hoebbelsB's game-changing talk at @ngPolandConf organized by @ngKalbarczyk! 🎙️ Unraveling the complexities of #ReactiveData sources in #Angular, Julian provided invaluable insights for a seamless #UX in asynchronous interactions. 📽️ Watch: buff.ly/3ZmZPCk

Did you know? You can Declare reactive data in #VueJS with the ref function. #vueschool #Reactivedata

What do you all think of my ReactiveData project github.com/reactive-data/Rea…, which was my attempt at this earlier. Is this the right model? What (if anything) would you do differently?

We're self-publishing this book. :)

Unfortunately, we're experiencing high volumes of users contacting us today. Our agents are working around the clock to get back to everyone as soon as possible. One of our colleagues will be with you shortly. Really sorry to keep you waiting 🙏

Have you checked it already with our in-app support? You can do it by going to profile -> "?" bubble -> scroll down to see "Chat to us" -> type "Live agent" to skip Rita 🤖

@SesameBankhall #AdviceEvolution talking about #LifetimeValue of clients & keeping in contact. We are working hard @iPipelineUK to ensure you can efficiently keep in touch with your customer needs. Come see me to find out more. #PreQuo #Data #AugmentedData #ReactiveData

Also check out my #ReactiveData github.com/reactive-data/Rea…. It allows automatic change notifications for arbitrary expressions/functions and glitch free batched (transacted) updates. It's essentially MobX for .NET, which is a nice model IMO.

#CSharpForMarkup combined with my #ReactiveData github.com/reactive-data/Rea… should make for an esp. nice combo, which I call "reactive coded UI". It allows things like conditional UI, "binding" to arbitrary C# expressions, and easy powerful Visual States support - all SwiftUI style.

No worries. If you need help with anything else, just let us know. We're... spoti.fi/1LaxO2q 💚 /MC

Hey Hugo, help's here! What device (make and model), operating system, and Spotify version are you using? If you're getting any error messages, a screenshot will be handy. We'll take a look /MC

Didn't have a chance to join us for last week's Reactive Data Meetup? We've got you covered! Catch a recorded session of Holden's talk on ML Pipelines with @ApacheSpark and @ApacheBeam youtu.be/WEXRB2fvCK0 #reactivedata

Join us for our next #ReactiveData Meetup! On May 31st, we're going to be diving into the world of Apache Spark Streaming with @apachenifi and @apachekafka! Thanks to our partners and friends at @hortonworks for making this possible! RSVP here: meetup.com/OttawaReactiveDat…

Good morning @DevoxxUK! I hope you'll join me today @ 14:00 in the auditorium for a deep dive into all things #reactive w @springframework, @SpringData, & @ProjectReactor...we'll talk (& code!) #reactivedata, streams, testing, debugging, & more in #Java & @kotlin. C U there!

Another great turnout for our Reactive Data Meetup! We're excited to have Duncan DeVore present his talk tonight! To join our next meetup, become a member: meetup.com/OttawaReactiveDat… Big thanks to our partners and sponsor @lightbend #reactivedata

Join us and @lightbend speaker @mckeeh3 Sept. 20th in Kanata! meetup.com/Ottawa-Scala-Meet… … #reactivedata #java #Scala #meetup @KanataNorthBIA

We're two weeks away from our next meetup! You don't want to miss this one! Save your spot! meetup.com/Ottawa-Scala-Meet… #reactivedata #java

#proactivedata VS #reactivedata IS the difference between #meteorology and #climatology • #visibility and #accessibility #data