Minko Gechev
@mgechev.bsky.social
Improving developer productivity at Google 🇧🇬🇺🇸
blog.mgechev.com
blog.mgechev.com
An attempt to reduce the ambiguity and increase interpretability of LLMs by shifting away from the current self-attention block in transformers
arxiv.org/abs/2512.19428
arxiv.org/abs/2512.19428
Attention Is Not What You Need
We revisit a basic question in sequence modeling: is explicit self-attention actually necessary for strong performance and reasoning? We argue that standard multi-head attention is best seen as a form...
arxiv.org
January 6, 2026 at 12:49 AM
An attempt to reduce the ambiguity and increase interpretability of LLMs by shifting away from the current self-attention block in transformers
arxiv.org/abs/2512.19428
arxiv.org/abs/2512.19428
Today I hit 10,000 subscribers on Spotify to my programming podcast. Thank you all and I hope you’re enjoying the content 🙏
open.spotify.com/show/0bMhQFb...
open.spotify.com/show/0bMhQFb...
December 28, 2025 at 1:42 AM
Today I hit 10,000 subscribers on Spotify to my programming podcast. Thank you all and I hope you’re enjoying the content 🙏
open.spotify.com/show/0bMhQFb...
open.spotify.com/show/0bMhQFb...
Really thrilled about this project. It enables hyper personalized contextual UI for everyone!
Instead of trying to find a functionality behind a ton of obscure UX, as developers, we can now provide *exactly* the functionality our users need!
developers.googleblog.com/introducing-...
Instead of trying to find a functionality behind a ton of obscure UX, as developers, we can now provide *exactly* the functionality our users need!
developers.googleblog.com/introducing-...
Introducing A2UI: An open project for agent-driven interfaces- Google Developers Blog
A2UI is an open-source project for agent-driven, cross-platform generative UI. It uses a secure, declarative format for agents to safely render UIs.
developers.googleblog.com
December 15, 2025 at 7:34 PM
Really thrilled about this project. It enables hyper personalized contextual UI for everyone!
Instead of trying to find a functionality behind a ton of obscure UX, as developers, we can now provide *exactly* the functionality our users need!
developers.googleblog.com/introducing-...
Instead of trying to find a functionality behind a ton of obscure UX, as developers, we can now provide *exactly* the functionality our users need!
developers.googleblog.com/introducing-...
Published a new bite sized episode focused on AI agents in my programming podcast!
You can learn about:
- Agents and LLM
- Main building blocks of an agent
- Context management
- Common agent architectures
Spotify - open.spotify.com/show/0bMhQFb...
Apple - podcasts.apple.com/us/podcast/p...
You can learn about:
- Agents and LLM
- Main building blocks of an agent
- Context management
- Common agent architectures
Spotify - open.spotify.com/show/0bMhQFb...
Apple - podcasts.apple.com/us/podcast/p...
Episode 24 - AI Agents
open.spotify.com
December 13, 2025 at 6:29 PM
Published a new bite sized episode focused on AI agents in my programming podcast!
You can learn about:
- Agents and LLM
- Main building blocks of an agent
- Context management
- Common agent architectures
Spotify - open.spotify.com/show/0bMhQFb...
Apple - podcasts.apple.com/us/podcast/p...
You can learn about:
- Agents and LLM
- Main building blocks of an agent
- Context management
- Common agent architectures
Spotify - open.spotify.com/show/0bMhQFb...
Apple - podcasts.apple.com/us/podcast/p...
Love the latest Angular v21 release event!
And guess what? Angular has an official mascot as of today! Welcome, Angie 🎉
www.youtube.com/watch?v=DDAH...
And guess what? Angular has an official mascot as of today! Welcome, Angie 🎉
www.youtube.com/watch?v=DDAH...
Angular v21 Developer Release: The Incredible Adventure
YouTube video by Angular
www.youtube.com
November 20, 2025 at 5:20 PM
Love the latest Angular v21 release event!
And guess what? Angular has an official mascot as of today! Welcome, Angie 🎉
www.youtube.com/watch?v=DDAH...
And guess what? Angular has an official mascot as of today! Welcome, Angie 🎉
www.youtube.com/watch?v=DDAH...
MCP UI allows you to expose JavaScript components via the model context protocol
In this quick video @hybrist.dev shares how you created an Angular component and exposed it as a tool to ChatGPT www.youtube.com/watch?v=MMNo...
Learn more about MCP UI 👉 github.com/MCP-UI-Org/m...
In this quick video @hybrist.dev shares how you created an Angular component and exposed it as a tool to ChatGPT www.youtube.com/watch?v=MMNo...
Learn more about MCP UI 👉 github.com/MCP-UI-Org/m...
Angular meets MCP-UI
YouTube video by Jan Martin
www.youtube.com
November 10, 2025 at 11:28 PM
MCP UI allows you to expose JavaScript components via the model context protocol
In this quick video @hybrist.dev shares how you created an Angular component and exposed it as a tool to ChatGPT www.youtube.com/watch?v=MMNo...
Learn more about MCP UI 👉 github.com/MCP-UI-Org/m...
In this quick video @hybrist.dev shares how you created an Angular component and exposed it as a tool to ChatGPT www.youtube.com/watch?v=MMNo...
Learn more about MCP UI 👉 github.com/MCP-UI-Org/m...
injection-js is a standalone dependency injection framework inspired by Angular
It's a perfect fit for your backend use cases or on the client-side when Angular is not part of your tech stack
🔗 github.com/mgechev/injection-js
It's a perfect fit for your backend use cases or on the client-side when Angular is not part of your tech stack
🔗 github.com/mgechev/injection-js
October 25, 2025 at 11:01 PM
injection-js is a standalone dependency injection framework inspired by Angular
It's a perfect fit for your backend use cases or on the client-side when Angular is not part of your tech stack
🔗 github.com/mgechev/injection-js
It's a perfect fit for your backend use cases or on the client-side when Angular is not part of your tech stack
🔗 github.com/mgechev/injection-js
My blog brings me so many nostalgic memories looking at content I wrote 10 to 14 years ago. A lot of passion about clean code, algorithms, and the Web :)
blog.mgechev.com
blog.mgechev.com
Minko Gechev's blog
blog.mgechev.com
October 21, 2025 at 12:18 AM
My blog brings me so many nostalgic memories looking at content I wrote 10 to 14 years ago. A lot of passion about clean code, algorithms, and the Web :)
blog.mgechev.com
blog.mgechev.com
Angular CLI's MCP server is getting better!
It provides tools to:
‣ Understand your workspace structure
‣ Provide best practices
‣ Look up documentation
‣ See examples
Find how to install it angular.dev/ai/mcp
It provides tools to:
‣ Understand your workspace structure
‣ Provide best practices
‣ Look up documentation
‣ See examples
Find how to install it angular.dev/ai/mcp
September 22, 2025 at 3:59 PM
Angular CLI's MCP server is getting better!
It provides tools to:
‣ Understand your workspace structure
‣ Provide best practices
‣ Look up documentation
‣ See examples
Find how to install it angular.dev/ai/mcp
It provides tools to:
‣ Understand your workspace structure
‣ Provide best practices
‣ Look up documentation
‣ See examples
Find how to install it angular.dev/ai/mcp
👇 That's one of my favorite talks I've given. Had a lot of fun preparing for it and I'm happy with the balance of practicality and theory. Hope you enjoy it too :)
✨ "Resourceful Suspense" from JSNation is out!
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
Resourceful Suspense by Minko Gechev
Minko Gedev presents tradeoffs of deferred loading in Angular and React, addressing misconceptions about the frameworks. Exploring Deferred Loading Nuances and Angular vs. React Implementation with La...
gitnation.com
September 18, 2025 at 2:58 PM
👇 That's one of my favorite talks I've given. Had a lot of fun preparing for it and I'm happy with the balance of practicality and theory. Hope you enjoy it too :)
✨ "Resourceful Suspense" from JSNation is out!
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
Resourceful Suspense by Minko Gechev
Minko Gedev presents tradeoffs of deferred loading in Angular and React, addressing misconceptions about the frameworks. Exploring Deferred Loading Nuances and Angular vs. React Implementation with La...
gitnation.com
September 18, 2025 at 2:41 PM
✨ "Resourceful Suspense" from JSNation is out!
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
I built the same AI app in Angular & React to compare deferred loading trade-offs.
See how these work between the two frameworks:
‣ Deferrable views vs Suspense
‣ Deferred data
‣ Incremental hydration
‣ AI tool calling
gitnation.com/contents/res...
We just Open-Sourced "Web Codegen Scorer" to help improve AI-generation for Web Frameworks
blog.angular.dev/beyond-the-h...
blog.angular.dev/beyond-the-h...
Beyond the Horizon: How Angular is Embracing AI for Next-Gen Apps
Author: Simona Cotin, Sr. Engineering Manager Angular
blog.angular.dev
September 17, 2025 at 5:57 PM
We just Open-Sourced "Web Codegen Scorer" to help improve AI-generation for Web Frameworks
blog.angular.dev/beyond-the-h...
blog.angular.dev/beyond-the-h...
If you're curious what is some of the latest innovation we did in that space check out the Angular + AI developer event!
www.youtube.com/live/uFdxw4S...
www.youtube.com/live/uFdxw4S...
September 16, 2025 at 4:57 PM
If you're curious what is some of the latest innovation we did in that space check out the Angular + AI developer event!
www.youtube.com/live/uFdxw4S...
www.youtube.com/live/uFdxw4S...
Thrilled to share my new role as the tech lead across frameworks at Google! My initial focus is boosting productivity with AI.
While this means I'll be less hands-on with Angular with fewer public appearances, I'll be supporting the team and the rest of Google more than ever 🚀
While this means I'll be less hands-on with Angular with fewer public appearances, I'll be supporting the team and the rest of Google more than ever 🚀
September 16, 2025 at 4:15 PM
Thrilled to share my new role as the tech lead across frameworks at Google! My initial focus is boosting productivity with AI.
While this means I'll be less hands-on with Angular with fewer public appearances, I'll be supporting the team and the rest of Google more than ever 🚀
While this means I'll be less hands-on with Angular with fewer public appearances, I'll be supporting the team and the rest of Google more than ever 🚀
AngularAI
Experimental, browser-first agent that truly understands your Angular app.
Hyper-contextual debugging, prototyping, etc. Agent has access to:
- Source files & config
- Runtime state & app internal data
Let me know what you think!
youtu.be/1vjnvPUN7QU
Experimental, browser-first agent that truly understands your Angular app.
Hyper-contextual debugging, prototyping, etc. Agent has access to:
- Source files & config
- Runtime state & app internal data
Let me know what you think!
youtu.be/1vjnvPUN7QU
AngularAI
YouTube video by Minko Gechev
youtu.be
August 22, 2025 at 3:54 PM
AngularAI
Experimental, browser-first agent that truly understands your Angular app.
Hyper-contextual debugging, prototyping, etc. Agent has access to:
- Source files & config
- Runtime state & app internal data
Let me know what you think!
youtu.be/1vjnvPUN7QU
Experimental, browser-first agent that truly understands your Angular app.
Hyper-contextual debugging, prototyping, etc. Agent has access to:
- Source files & config
- Runtime state & app internal data
Let me know what you think!
youtu.be/1vjnvPUN7QU
Minko's law: the number of agents using LLMs quadruples every quarter.
August 20, 2025 at 5:45 PM
Minko's law: the number of agents using LLMs quadruples every quarter.
Great article!
I love PL & type theory. That’s the last content in this alley I posted a few years ago.
blog.mgechev.com/2017/08/05/t...
There’s an entire revolution in this field going on with Lean and mathlib. May get back to it!
I love PL & type theory. That’s the last content in this alley I posted a few years ago.
blog.mgechev.com/2017/08/05/t...
There’s an entire revolution in this field going on with Lean and mathlib. May get back to it!
August 17, 2025 at 12:32 AM
Great article!
I love PL & type theory. That’s the last content in this alley I posted a few years ago.
blog.mgechev.com/2017/08/05/t...
There’s an entire revolution in this field going on with Lean and mathlib. May get back to it!
I love PL & type theory. That’s the last content in this alley I posted a few years ago.
blog.mgechev.com/2017/08/05/t...
There’s an entire revolution in this field going on with Lean and mathlib. May get back to it!
I've been working on Linux over the past day after more than 10 years of using macOS and I clearly remember why I switched.
It's a memory test for knowing poorly named tools, their arguments, and dealing with version incompatibilities.
Glad I can reuse my dotfiles, at least.
It's a memory test for knowing poorly named tools, their arguments, and dealing with version incompatibilities.
Glad I can reuse my dotfiles, at least.
August 16, 2025 at 3:49 AM
I've been working on Linux over the past day after more than 10 years of using macOS and I clearly remember why I switched.
It's a memory test for knowing poorly named tools, their arguments, and dealing with version incompatibilities.
Glad I can reuse my dotfiles, at least.
It's a memory test for knowing poorly named tools, their arguments, and dealing with version incompatibilities.
Glad I can reuse my dotfiles, at least.
🕵️♀️ Context Inspector
Tiny tool that helps you inspect your agent's context and find what changed between calls
Find how to use it on my GitHub github.com/mgechev/cont...
Tiny tool that helps you inspect your agent's context and find what changed between calls
Find how to use it on my GitHub github.com/mgechev/cont...
August 8, 2025 at 8:30 PM
🕵️♀️ Context Inspector
Tiny tool that helps you inspect your agent's context and find what changed between calls
Find how to use it on my GitHub github.com/mgechev/cont...
Tiny tool that helps you inspect your agent's context and find what changed between calls
Find how to use it on my GitHub github.com/mgechev/cont...
Where do you find yourself getting stuck/annoyed when building web apps with LLM assistance (using Copilot, Cursor, etc.)?
July 18, 2025 at 11:45 PM
Where do you find yourself getting stuck/annoyed when building web apps with LLM assistance (using Copilot, Cursor, etc.)?
Here's analysis of the mascot names proposed by the community gist.github.com/mgechev/4d5e...
Seems like Angie is people's favorite!
Seems like Angie is people's favorite!
mascot-naming.md
GitHub Gist: instantly share code, notes, and snippets.
gist.github.com
July 2, 2025 at 5:31 PM
Here's analysis of the mascot names proposed by the community gist.github.com/mgechev/4d5e...
Seems like Angie is people's favorite!
Seems like Angie is people's favorite!
Just a few days left to share your thoughts about the *official* Angular mascot!
That's how the current ranking by votes looks like. Make sure you help us create the cutest symbol of Angular.
bsky.app/profile/angu...
That's how the current ranking by votes looks like. Make sure you help us create the cutest symbol of Angular.
bsky.app/profile/angu...
July 2, 2025 at 4:32 PM
Just a few days left to share your thoughts about the *official* Angular mascot!
That's how the current ranking by votes looks like. Make sure you help us create the cutest symbol of Angular.
bsky.app/profile/angu...
That's how the current ranking by votes looks like. Make sure you help us create the cutest symbol of Angular.
bsky.app/profile/angu...
🔥 New version of ngx-flamegraph
- Improved performance
- Tooltip for small calls
- Landing in Angular DevTools in the next few days
👉 Demo ngx-flamegraph.web.app
👨💻 Source github.com/mgechev/ngx-...
- Improved performance
- Tooltip for small calls
- Landing in Angular DevTools in the next few days
👉 Demo ngx-flamegraph.web.app
👨💻 Source github.com/mgechev/ngx-...
June 25, 2025 at 5:21 PM
🔥 New version of ngx-flamegraph
- Improved performance
- Tooltip for small calls
- Landing in Angular DevTools in the next few days
👉 Demo ngx-flamegraph.web.app
👨💻 Source github.com/mgechev/ngx-...
- Improved performance
- Tooltip for small calls
- Landing in Angular DevTools in the next few days
👉 Demo ngx-flamegraph.web.app
👨💻 Source github.com/mgechev/ngx-...
Find our proposal for improving Angular animations github.com/angular/angu...
RFC - Animation In and Out · angular angular · Discussion #62212
Authors: @thePunderWoman Area: Angular Framework Posted: June 23, 2025 Status: Open The Angular team created @angular/animations over eight years ago. That was before the native CSS platform had al...
github.com
June 23, 2025 at 4:38 PM
Find our proposal for improving Angular animations github.com/angular/angu...