Florian Schepp
@scheppening.com
🇩🇪🇬🇧 Web Engineering Lead & Technical Researcher. Tinkering with DX, AI, and next-gen systems at scheppening.com.
Building for the web & beyond.
Building for the web & beyond.
Pinned
Scheppening Research | Engineering Portfolio
Scheppening Research - Engineering research and technical writing on Developer Experience, Agentic AI, and Software Leadership by Florian Schepp.
www.scheppening.com
scheppening.com got a rebrand.
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
Just shipped bsky-comments!
Embed Bluesky threads anywhere with a zero-dependency Web Component.
• Framework Agnostic (Native WC)
• < 3kb gzipped
• Zero Config: Just paste the Post URL
• Light DOM: Fully customizable (CSS/Tailwind)
github.com/florianschep...
#webdev #opensource #buildinpublic
Embed Bluesky threads anywhere with a zero-dependency Web Component.
• Framework Agnostic (Native WC)
• < 3kb gzipped
• Zero Config: Just paste the Post URL
• Light DOM: Fully customizable (CSS/Tailwind)
github.com/florianschep...
#webdev #opensource #buildinpublic
February 16, 2026 at 10:10 AM
Just shipped bsky-comments!
Embed Bluesky threads anywhere with a zero-dependency Web Component.
• Framework Agnostic (Native WC)
• < 3kb gzipped
• Zero Config: Just paste the Post URL
• Light DOM: Fully customizable (CSS/Tailwind)
github.com/florianschep...
#webdev #opensource #buildinpublic
Embed Bluesky threads anywhere with a zero-dependency Web Component.
• Framework Agnostic (Native WC)
• < 3kb gzipped
• Zero Config: Just paste the Post URL
• Light DOM: Fully customizable (CSS/Tailwind)
github.com/florianschep...
#webdev #opensource #buildinpublic
Thought it's a must have for me liking my very first public node package classy-scroll on npmx.dev . Please check it out and let me know what you think! 🙌
Need to update the description as it's #FrameworkAgnostic using mutationobservers
#JavaScript #typescript #WebDev #CSS #OpenSource #Frontend
Need to update the description as it's #FrameworkAgnostic using mutationobservers
#JavaScript #typescript #WebDev #CSS #OpenSource #Frontend
February 14, 2026 at 9:30 AM
Thought it's a must have for me liking my very first public node package classy-scroll on npmx.dev . Please check it out and let me know what you think! 🙌
Need to update the description as it's #FrameworkAgnostic using mutationobservers
#JavaScript #typescript #WebDev #CSS #OpenSource #Frontend
Need to update the description as it's #FrameworkAgnostic using mutationobservers
#JavaScript #typescript #WebDev #CSS #OpenSource #Frontend
Reposted by Florian Schepp
My CSS might look a bit like this...
February 13, 2026 at 6:50 PM
My CSS might look a bit like this...
blog.google/innovation-a... also this one 🙌
Gemini 3 Deep Think: Advancing science, research and engineering
We’re releasing a major upgrade to Gemini 3 Deep Think, our specialized reasoning mode.
blog.google
February 13, 2026 at 12:58 PM
blog.google/innovation-a... also this one 🙌
Ditching the AI vendor-lock. Opencode plus GitHub copilot subscription via partnership sounds like the ultimate deal. Being able to use all models plus having data privacy without the model training on your data for a reasonable price? Count me in! 🙌
February 12, 2026 at 6:35 PM
Ditching the AI vendor-lock. Opencode plus GitHub copilot subscription via partnership sounds like the ultimate deal. Being able to use all models plus having data privacy without the model training on your data for a reasonable price? Count me in! 🙌
Just released Classy Scroll!
A micro-library for scroll-based class toggling giving animation power back to CSS.
- Intersection- & MutationObserver
- < 2kb gzipped & 0 deps
- Framework agnostic
- Respects reduced-motion
github.com/florianschep...
#webdev #opensource #css #javascript #buildinpublic
A micro-library for scroll-based class toggling giving animation power back to CSS.
- Intersection- & MutationObserver
- < 2kb gzipped & 0 deps
- Framework agnostic
- Respects reduced-motion
github.com/florianschep...
#webdev #opensource #css #javascript #buildinpublic
GitHub - florianschepp/classy-scroll
Contribute to florianschepp/classy-scroll development by creating an account on GitHub.
github.com
February 11, 2026 at 9:32 AM
Just released Classy Scroll!
A micro-library for scroll-based class toggling giving animation power back to CSS.
- Intersection- & MutationObserver
- < 2kb gzipped & 0 deps
- Framework agnostic
- Respects reduced-motion
github.com/florianschep...
#webdev #opensource #css #javascript #buildinpublic
A micro-library for scroll-based class toggling giving animation power back to CSS.
- Intersection- & MutationObserver
- < 2kb gzipped & 0 deps
- Framework agnostic
- Respects reduced-motion
github.com/florianschep...
#webdev #opensource #css #javascript #buildinpublic
Reposted by Florian Schepp
I made a map of 3.4 million Bluesky users - see if you can find yourself!
bluesky-map.theo.io
I've seen some similar projects, but IMO this seems to better capture some of the fine-grained detail
bluesky-map.theo.io
I've seen some similar projects, but IMO this seems to better capture some of the fine-grained detail
Bluesky Map
Interactive map of 3.4 million Bluesky users, visualised by their follower pattern.
bluesky-map.theo.io
February 8, 2026 at 10:59 PM
I made a map of 3.4 million Bluesky users - see if you can find yourself!
bluesky-map.theo.io
I've seen some similar projects, but IMO this seems to better capture some of the fine-grained detail
bluesky-map.theo.io
I've seen some similar projects, but IMO this seems to better capture some of the fine-grained detail
For all the marbles. Currently comparing Gemini cli conductor with the planning / spec driven development mode of antigravity and turns out they are quite different. I am sure Claude code also has its own solution. Wonder if it's best to go completely vendor-agnostic 🤔
February 6, 2026 at 9:01 AM
For all the marbles. Currently comparing Gemini cli conductor with the planning / spec driven development mode of antigravity and turns out they are quite different. I am sure Claude code also has its own solution. Wonder if it's best to go completely vendor-agnostic 🤔
Can't believe no one liked geminicli or Claude code yet on npmx. Also first. Woohoo
February 5, 2026 at 10:03 AM
Can't believe no one liked geminicli or Claude code yet on npmx. Also first. Woohoo
February 5, 2026 at 9:44 AM
scheppening.com got a rebrand.
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
Scheppening Research | Engineering Portfolio
Scheppening Research - Engineering research and technical writing on Developer Experience, Agentic AI, and Software Leadership by Florian Schepp.
www.scheppening.com
February 3, 2026 at 1:01 PM
scheppening.com got a rebrand.
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
Now powered by Astro, a new style and a little 3D friend.
It’s the new home for my research notes on DX, Agentic AI, and software engineering.
Let me know what you think!
They are basically moving the internet and regular browsers towards an agent and MCP server driven future share.google/Nsxk6wP7KN32...
MCP Apps - Model Context Protocol
Build interactive UI applications that render inside MCP hosts like Claude Desktop
share.google
January 29, 2026 at 11:34 PM
They are basically moving the internet and regular browsers towards an agent and MCP server driven future share.google/Nsxk6wP7KN32...
Reposted by Florian Schepp
A project is a garden, and hooks are the tools we use to tend it.
With Gemini CLI hooks, you can inject your own project context without touching the source code.
Let's grow open source technology together.
What context does your project garden need most?
developers.googleblog.com/tailor-gemin...
With Gemini CLI hooks, you can inject your own project context without touching the source code.
Let's grow open source technology together.
What context does your project garden need most?
developers.googleblog.com/tailor-gemin...
Tailor Gemini CLI to your workflow with hooks- Google Developers Blog
Introducing Gemini CLI hooks (v0.26.0+). Control and customize the agentic loop to inject context, enforce security policies, and automate tasks with custom scripts.
developers.googleblog.com
January 28, 2026 at 5:23 PM
A project is a garden, and hooks are the tools we use to tend it.
With Gemini CLI hooks, you can inject your own project context without touching the source code.
Let's grow open source technology together.
What context does your project garden need most?
developers.googleblog.com/tailor-gemin...
With Gemini CLI hooks, you can inject your own project context without touching the source code.
Let's grow open source technology together.
What context does your project garden need most?
developers.googleblog.com/tailor-gemin...
Reposted by Florian Schepp
Rolldown 1.0 RC is here 🎉
🔒 Stable API: No breaking changes planned before 1.0
⚡ 10-30x faster than Rollup while staying compatible
🧩 Multiple chunking algorithm improvements
📦 3,400+ commits since beta: 749 features, 682 fixes, 109 perf optimizations
🔒 Stable API: No breaking changes planned before 1.0
⚡ 10-30x faster than Rollup while staying compatible
🧩 Multiple chunking algorithm improvements
📦 3,400+ commits since beta: 749 features, 682 fixes, 109 perf optimizations
January 22, 2026 at 2:28 PM
Rolldown 1.0 RC is here 🎉
🔒 Stable API: No breaking changes planned before 1.0
⚡ 10-30x faster than Rollup while staying compatible
🧩 Multiple chunking algorithm improvements
📦 3,400+ commits since beta: 749 features, 682 fixes, 109 perf optimizations
🔒 Stable API: No breaking changes planned before 1.0
⚡ 10-30x faster than Rollup while staying compatible
🧩 Multiple chunking algorithm improvements
📦 3,400+ commits since beta: 749 features, 682 fixes, 109 perf optimizations
Anyone a best practice / best price way of how to use antigravity with ideally:
- model training prevention
- higher rate limitations
?
Right now it feels like you'd need to mix enterprise with AI pro or an add-on to enterprise, which for a single person I am not sure is the way to go. 🤔
- model training prevention
- higher rate limitations
?
Right now it feels like you'd need to mix enterprise with AI pro or an add-on to enterprise, which for a single person I am not sure is the way to go. 🤔
January 22, 2026 at 9:03 AM
Anyone a best practice / best price way of how to use antigravity with ideally:
- model training prevention
- higher rate limitations
?
Right now it feels like you'd need to mix enterprise with AI pro or an add-on to enterprise, which for a single person I am not sure is the way to go. 🤔
- model training prevention
- higher rate limitations
?
Right now it feels like you'd need to mix enterprise with AI pro or an add-on to enterprise, which for a single person I am not sure is the way to go. 🤔
Would be nice if the figma remote MCP server would work with google antigravity even if it takes a PAT :(
January 21, 2026 at 4:02 PM
Would be nice if the figma remote MCP server would work with google antigravity even if it takes a PAT :(
I’m happy to share that I have a new certification: Professional Machine Learning Engineer from Google Cloud!
Excited to explore more use cases for Vertex AI and smaller, client-side machine learning models on web applications. 🚀 🙌
#GoogleCloud #MachineLearning #AI
www.credly.com/badges/5cf82...
Excited to explore more use cases for Vertex AI and smaller, client-side machine learning models on web applications. 🚀 🙌
#GoogleCloud #MachineLearning #AI
www.credly.com/badges/5cf82...
Professional Machine Learning Engineer Certification was issued by Google Cloud to Florian Schepp.
A Professional Machine Learning Engineer builds, evaluates, productionizes, and optimizes ML models by using Google Cloud technologies and knowledge of proven models and techniques. The ML Engineer ha...
www.credly.com
January 5, 2026 at 9:51 AM
I’m happy to share that I have a new certification: Professional Machine Learning Engineer from Google Cloud!
Excited to explore more use cases for Vertex AI and smaller, client-side machine learning models on web applications. 🚀 🙌
#GoogleCloud #MachineLearning #AI
www.credly.com/badges/5cf82...
Excited to explore more use cases for Vertex AI and smaller, client-side machine learning models on web applications. 🚀 🙌
#GoogleCloud #MachineLearning #AI
www.credly.com/badges/5cf82...
Wow. Feeling very grateful for this. The quote you shared is at the heart of why I love the developer community, it's all about sharing knowledge and lifting each other up. Thank you, @developers.google.com, for the feature!
@scheppening.com reminds us that coding isn’t just about building tools, it’s about empowering others and paying it forward. ✨
September 25, 2025 at 7:06 AM
Wow. Feeling very grateful for this. The quote you shared is at the heart of why I love the developer community, it's all about sharing knowledge and lifting each other up. Thank you, @developers.google.com, for the feature!
developers.googleblog.com/en/url-conte... That is awesome!
URL context tool for Gemini API now generally available- Google Developers Blog
Streamline your workflow with Gemini API's context tool, which processes PDFs and images directly from URLs, now generally available.
developers.googleblog.com
August 20, 2025 at 10:31 AM
developers.googleblog.com/en/url-conte... That is awesome!
My first tech article is live!
I gave Gemini a body and had it build a website from a Figma design. The process was quite surprising.
The full guide on how the Model Context Protocol enables this with the results in the article:
www.scheppening.com/article/2/gi...
#AIAgents #DevTools #MCP #Gemini
I gave Gemini a body and had it build a website from a Figma design. The process was quite surprising.
The full guide on how the Model Context Protocol enables this with the results in the article:
www.scheppening.com/article/2/gi...
#AIAgents #DevTools #MCP #Gemini
Giving AI a Body: A Practical Introduction to the Model Context Protocol | Scheppening
What happens when an AI can do more than just "think"? This practical guide explores the Model Context Protocol, a new standard that gives AI a "body" ...
www.scheppening.com
August 20, 2025 at 8:47 AM
My first tech article is live!
I gave Gemini a body and had it build a website from a Figma design. The process was quite surprising.
The full guide on how the Model Context Protocol enables this with the results in the article:
www.scheppening.com/article/2/gi...
#AIAgents #DevTools #MCP #Gemini
I gave Gemini a body and had it build a website from a Figma design. The process was quite surprising.
The full guide on how the Model Context Protocol enables this with the results in the article:
www.scheppening.com/article/2/gi...
#AIAgents #DevTools #MCP #Gemini
Reposted by Florian Schepp
This is the part where they're going to pretend every single one of us who were correct about "AI" for the past few years actually wasn't, because that would mean the media, tech executives and most of Wall Street were wrong.
MIT report: 95% of generative AI pilots at companies are failing
There’s a stark difference in success rates between companies that purchase AI tools from vendors and those that build them internally.
fortune.com
August 19, 2025 at 1:50 PM
This is the part where they're going to pretend every single one of us who were correct about "AI" for the past few years actually wasn't, because that would mean the media, tech executives and most of Wall Street were wrong.
Reposted by Florian Schepp
Gemini CLI updates for week of 8/4/2025:
🎉VSCode Integrations, MCP management and multimodal content support, reverse shell command search (ctrl+r), responsive UI, compression configuration, and config based multi-directory support.
Deets: github.com/google-gemin...
#GeminiCLI #Gemini #AI #OSS
🎉VSCode Integrations, MCP management and multimodal content support, reverse shell command search (ctrl+r), responsive UI, compression configuration, and config based multi-directory support.
Deets: github.com/google-gemin...
#GeminiCLI #Gemini #AI #OSS
August 13, 2025 at 5:38 PM
Gemini CLI updates for week of 8/4/2025:
🎉VSCode Integrations, MCP management and multimodal content support, reverse shell command search (ctrl+r), responsive UI, compression configuration, and config based multi-directory support.
Deets: github.com/google-gemin...
#GeminiCLI #Gemini #AI #OSS
🎉VSCode Integrations, MCP management and multimodal content support, reverse shell command search (ctrl+r), responsive UI, compression configuration, and config based multi-directory support.
Deets: github.com/google-gemin...
#GeminiCLI #Gemini #AI #OSS
Reposted by Florian Schepp
Google Search rolling out AI Mode to the UK
Google Search rolling out AI Mode to the UK
Following the US and India (earlier this month), Google Search is now launching AI Mode in the UK.
more…
9to5google.com
July 28, 2025 at 11:55 PM
Google Search rolling out AI Mode to the UK
Hi @ntaylormullen.bsky.social, appreciate github issue #4083 might address this. When I tried 0.1.12 I felt the reasoning writing some Vue3 & Tailwind code based on a screenshot was not as good. Was wondering if this is due to system prompts or some smart google middleware the web interface uses?
Feature: Evaluate and improve Reasoning · Issue #4083 · google-gemini/gemini-cli
What problem does this solve? This feature will evaluate model reasoning to identify areas of improvement. How will it work? By implementing a systematic evaluation process, we'll measure and impro...
github.com
July 29, 2025 at 12:31 PM
Hi @ntaylormullen.bsky.social, appreciate github issue #4083 might address this. When I tried 0.1.12 I felt the reasoning writing some Vue3 & Tailwind code based on a screenshot was not as good. Was wondering if this is due to system prompts or some smart google middleware the web interface uses?