Big Angular + AI Meetup in Graz Join us on September 11, 2026 for an afternoon packed with talks on Angular, AI, Agentic UI, and modern frontend architecture. 🎤 10+ international speakers 🍕 Free food and drinks Participation is free, but seats are limited. Link in comments 👇

The fastest way to understand modern AI is to run a model inside your own, self-written harness. One hour. Local machine. No mystery. Here's the step-by-step article by @wolfmanfx.bsky.social for @soverius-ai.bsky.social. soverius.ai/blog/impleme...

Build a local AI coding agent from scratch

Build a local AI coding agent from scratch — Gemma 4 on llama.cpp, three tools, one loop — then learn why running it unsandboxed is dangerous and how NVIDIA OpenShell contains it.

soverius.ai

Final rehearsal together with @wolfmanfx.bsky.social for our webinar, "Software Development with Local LLMs", by @soverius-ai.bsky.social. 3 hours to go. You can still grab your spot! If you have a scheduling conflict, no worries. We will send you the full recording. 📩 soverius.ai/webinars/sof...

The AI world is not just about Fable right now. Two more things stood out in this week's Quantized AI episode (by @soverius-ai.bsky.social) soverius.ai/blog/quantiz...

Quantized AI 26/02: Glimpse of Fable, Loop Engineering, Apple Intellig

Fable was Anthropic's public Mythos-class model for a few days - then a US export-control order took it offline for everyone.

soverius.ai

What are Claude Code & Codex doing under the hood? At a minimum: Running a model, a loop, and a few tools. @wolfmanfx.bsky.social explains how to build a fully local coding agent from scratch: llama.cpp, a hand-written harness, and NVIDIA OpenShell as the sandbox. soverius.ai/blog/impleme...

Build a local AI coding agent from scratch

Build a local AI coding agent from scratch — Gemma 4 on llama.cpp, three tools, one loop — then learn why running it unsandboxed is dangerous and how NVIDIA OpenShell contains it.

soverius.ai

For a long time, AI discussions were mostly about the model. 🤖 Which one is better? 📊 Which benchmark was beaten? 🚀 Which new release changed everything? But only the model is not enough. The layer around it is just as important That's the harness. 📖 soverius.ai/blog/what-is...

What is a Harness?

Learn what an AI harness is, why it matters, and how it improves LLMs through tools, context management, agent runtimes, guardrails, and intent alignment.

soverius.ai

As teased last week, my article about harnesses has finally been published. This is something I wanted to write for a long time. Not just what it is, but how the term evolved and why it is so important for AI in general. Big thanks to @wolfmanfx.bsky.social for the review & discussions.

Soverius AI@soverius-ai.bsky.social · 2mo ago

For a long time, AI discussions were mostly about the model. 🤖 Which one is better? 📊 Which benchmark was beaten? 🚀 Which new release changed everything? But only the model is not enough. The layer around it is just as important That's the harness. 📖 soverius.ai/blog/what-is...

Using CopilotKit & Google's #A2UI with local LLMs? 🤖 Following up on our article last week, here's the fully interactive dashboard showcasing our benchmarks, created by Murat Sari: 👉 a2ui-bench.web.app The 3 key takeaways from our evaluations: 👇 (1/4)

AI offers massive potential for UIs. The interface can be dynamically generated for each user. A key technology is #A2UI, which is framework-agnostic. Our new post covers: ✅ What is A2UI? ✅ How does it work? ✅ How to run it fully autonomously. soverius.ai/blog/behind-...

A2UI, Generative UI, LLM Benchmark, Local LLMs, DGX Spark, vLLM, llama

Can local LLMs produce valid A2UI? I benchmarked 14 model and engine combos on a DGX Spark. The 14B cliff and the failure modes are not what you'd guess.

soverius.ai

RAG in a browser tab? No backend? Yes, it is possible. @wolfmanfx.bsky.social spoke at AI India on "From the AI Jungle to RAG in a Tab." If you want to build full RAG pipelines that run entirely client-side for ultimate privacy and speed, the slides are live: 🔗 soverius.ai/talks/from-t...

As promised last week, here’s our first article on AI. We start at the core: the model. What you need to know to understand how it works, its limitations, and how modern AI mitigates them. Long read, but long weekend ahead. So you have enough time 😅 soverius.ai/blog/ai-unde...

Two weeks ago at AI India, I gave a talk covering the core fundamentals of LLM Models and their current limitations. Here's the link to my slides. I’m also working on a detailed article covering these topics, which will follow soon. soverius.ai/talks/demyst...

Demystifying the AI Jungle: Connecting the Dots

Open-weight models, fine-tuning, skills... the list of AI buzzwords grows every day. When I first started digging in, I had the impression that a new technology popped up every month just to replace t...

soverius.ai

GPT 5.5 has doubled its prices compared to GPT 5.4. GitHub Copilot just switched to token-consumption models, and Opus 4.7... well 🤷. The era of "subsidized AI" is ending. Vendors need to earn money, and I expect prices will increase even further in the short term. soverius.ai 🧵 1/6

www.pcsfueralle.at/a... Leider sind auch wir von der Teuerung sehr betroffen und brauchen etwas Unterstützung. Unsere Bankverbindung lautet: Kontoinhaber: PCs für alle IBAN: AT75 2011 1842 7340 8500

Schülerinnen und Schüler bringen Laptops zum Leben

PCs für alle bereitet gespendete PCs & Laptops auf und gibt sie kostenlos an Menschen weiter, die sie sich selbst nicht leisten können.

pcsfueralle.at

Personal News: Soverius AI Together with @wolfmanfx.bsky.social we have founded Soverius AI (soverius.ai). I think I don’t have to tell you that AI has become quite important lately 😅. 1/3

😱 Early bird is over for my @angular.dev #Testing workshop. With @vitest.dev becoming Angular's default, this one might save you weeks of trial and error. 3 coupons left: TESTALDENTE 👀 luma.com/mkx7x8rc?coupon=TESTALDENTE *Full refund if it doesn't make you enjoy testing.

Pragmatic Angular Testing • 🍽️ Full Course • 🇬🇧 English · Luma

Three days to turn your testing approach into a well-seasoned strategy. Learn to build tests that survive refactors, migrations, and deadlines. 👉 More info…

luma.com

We just got a fantastic Christmas present from my colleague Murat Sari, aka @wolfmanfx.bsky.social 🎄 An OpenAPI generator that creates: ✅ an NgRx Signal Store ✅ with Resources ✅ and Mutations ✅ based on a Zod schema 1/2

Today, at @angular_asia, I did about 90 min live coding to show all the things in @angular's new Signal Forms (experimental). Here is the recording 👇 www.youtube.com/live/6upUg89...

Signal Forms

YouTube video by Ng Asia Angular

youtube.com

Murat Sari, aka @wolfmanfx, wrote about code quality and reviews. You can find the full article on our blog at angulararchitects (dot) io.

Ok, this is huge 🤯 My colleague Murat Sarai aka @wolfmanfx implemented cool new code analyses for @softarc/detective. Display your modules, domains, etc, as a 3D city (credits to @richardwettel's CodeCity) 1/7

We just hit a milestone in our exploration of signal-based forms in Angular - our prototype is now merged into the main repository. This opens the door for some important next steps like compiler integration & interop w/ existing forms.

I have created a script here github.com/wolfmanfx/nx... to make sure I was not infected by the @nx.dev payload. Maybe someone needs that too - share.cleanshot.com/kkQ0F9X0

GitHub - wolfmanfx/nx-payload

Contribute to wolfmanfx/nx-payload development by creating an account on GitHub.

github.com

Super excited to be co-organizing Angular Voices of Asia with @rainerhahnekamp.bsky.social and @Ilyoskhuja ( Ilyas ) Ikromkhujaev 🎉 A remote-first conference to spotlight Asian excellence in Angular – and we already have some amazing speakers lined up! Follow for updates #AngularVoicesAsia #Angular

AngularVoicesOfAsia@ngvoicesofasia.bsky.social · 12mo ago

Exciting news! Angular Voices of Asia is here – the first remote Angular conference spotlighting the amazing community across Asia! 🥳 Experience in-depth technical sessions, and connect with the Asian Angular community 🔗 Join us: angular-voices.asia #AngularVoicesAsia #Angular #AsianDevelopers

A lot of good stuff in NgRx v20. - `prependEntity`/`upsertEntity` in signals - `withLinkedState`. Yeah, that's linked signals. - `@ngrx/signals/testing` Formal rollouts from v19 minors - `withFeature`, which makes signal store features way easier to make - Signals redux (experimental) And more!

Announcing NgRx v20: The Power of Events, Enhanced DX, and a Mature SignalStore!

Announcing NgRx v20

dev.to

The Event API for the @ngrx_io Signal Store has been out since last week, and my awesome colleague @wolfmanfx, aka Murat Sari, has already written a blog article about it. Bonus: It also shows how to create a meta-reducer 🤯 www.angulararchitects.io/en/blog/the-...

The new Event API in NgRx Signal Store - ANGULARarchitects

NgRX SignalStore has released an experimental feature called NgRx SignalStore Events, marking a significant extension to the @ngrx/signals ecosystem. This lightweight state management solution, powere...

angulararchitects.io

✨ New Module Drop! 🐙 Angular Testing Library is now part of the Pragmatic #Angular #Testing Course, enroll and learn: 🧐 How it works and why use it 🔍 Which queries to use 🛠️ How to migrate from TestBed 🔮 Zoneless-ready testing 👉 courses.marmicode.io/courses/prag...

My colleague, Alex Thalhammer aka @LX_T, has started an article series on A11y with @angular. Learn how accessibility can be tested automatically (and where the limitations lie). 👉 www.angulararchitects.io/blog/accessi...

Writing code in Angular templates just got EVEN BETTER 🔥 You can now use untagged template literals expressions. Available now in Angular 19.2

✨Heads up! Observables are shipping natively to a browser near you soon! Huge thank you and congrats to @domfarolino.com ❤️ I've helped / worked on / watched this through different standards bodies for more than 10 years now. ☠️ (I'm going to have a lot of work now to adapt RxJS to this 😅)

Let's meet at ngVenice this year!