Matthias Lübken
@luebken.bsky.social
Product & Engineering - http://linkedin.com/in/luebken/
Reposted by Matthias Lübken
There are basically only two positions in the debate about AI.
1. I’ve barely invested any time in learning how to use it effectively. AI sucks.
2. I’ve invested in learning how to use this tool. Holy cow, it’s transformational.
Position #1 has lower barriers to entry.
1. I’ve barely invested any time in learning how to use it effectively. AI sucks.
2. I’ve invested in learning how to use this tool. Holy cow, it’s transformational.
Position #1 has lower barriers to entry.
October 17, 2025 at 12:12 AM
There are basically only two positions in the debate about AI.
1. I’ve barely invested any time in learning how to use it effectively. AI sucks.
2. I’ve invested in learning how to use this tool. Holy cow, it’s transformational.
Position #1 has lower barriers to entry.
1. I’ve barely invested any time in learning how to use it effectively. AI sucks.
2. I’ve invested in learning how to use this tool. Holy cow, it’s transformational.
Position #1 has lower barriers to entry.
Yesterday, we witnessed the App-Store moment of AI. The AppSDK allows developers to embed full-fledged Apps directly into ChatGPT. If you combine the transformation of the iPhone App Store with adoption pace of ChatGPT, the implications are massive: www.linkedin.com/feed/update/...
October 7, 2025 at 9:16 AM
Yesterday, we witnessed the App-Store moment of AI. The AppSDK allows developers to embed full-fledged Apps directly into ChatGPT. If you combine the transformation of the iPhone App Store with adoption pace of ChatGPT, the implications are massive: www.linkedin.com/feed/update/...
A friend asked me: “What do you think about the future of project management?” Here is my hunch:
Tomorrow’s project management will connect requirements, decisions, and code in a single traceable chain — every “why” and “how” and change is transparent to everyone.
www.linkedin.com/pulse/how-sp...
Tomorrow’s project management will connect requirements, decisions, and code in a single traceable chain — every “why” and “how” and change is transparent to everyone.
www.linkedin.com/pulse/how-sp...
How Specs Change Everything For Software Teams
By now I think we can agree that AI is changing a lot in software development. Especially since Claude Code, we are seeing tremendous shifts.
www.linkedin.com
August 27, 2025 at 10:37 AM
A friend asked me: “What do you think about the future of project management?” Here is my hunch:
Tomorrow’s project management will connect requirements, decisions, and code in a single traceable chain — every “why” and “how” and change is transparent to everyone.
www.linkedin.com/pulse/how-sp...
Tomorrow’s project management will connect requirements, decisions, and code in a single traceable chain — every “why” and “how” and change is transparent to everyone.
www.linkedin.com/pulse/how-sp...
Thanks for stopping by. #cypresshill #bonn
July 8, 2025 at 10:16 PM
Thanks for stopping by. #cypresshill #bonn
Reposted by Matthias Lübken
The confidence is a function of the ignorance.
June 17, 2025 at 11:41 PM
The confidence is a function of the ignorance.
Reposted by Matthias Lübken
Here's video, slides and a detailed annotated transcript from my talk at this week's AI Engineer World's Fair conference in San Francisco - "The last year six months in LLMs, illustrated by pelicans on bicycles" simonwillison.net/2025/Jun/6/s...
The last year six months in LLMs, illustrated by pelicans on bicycles
I presented an invited keynote at the AI Engineer World’s Fair in San Francisco this week. This is my third time speaking at the event—here’s my talks from October 2023 …
simonwillison.net
June 6, 2025 at 8:45 PM
Here's video, slides and a detailed annotated transcript from my talk at this week's AI Engineer World's Fair conference in San Francisco - "The last year six months in LLMs, illustrated by pelicans on bicycles" simonwillison.net/2025/Jun/6/s...
Am Freitag gibt es Demos.
April 25, 2025 at 1:13 PM
Am Freitag gibt es Demos.
Reposted by Matthias Lübken
The recording of last week's meetup with Jason Liu, David Soria Parra (Anthropic), OpenAI and @sa.muelcolvin.com is now live on youtube.
Notably this includes David's plan for the future of MCP.
youtu.be/GqufkaLJV44
Notably this includes David's plan for the future of MCP.
youtu.be/GqufkaLJV44
Pydantic, Jason Liu & MCP Meetup - April 8, 2025
YouTube video by Pydantic
youtu.be
April 15, 2025 at 11:45 AM
The recording of last week's meetup with Jason Liu, David Soria Parra (Anthropic), OpenAI and @sa.muelcolvin.com is now live on youtube.
Notably this includes David's plan for the future of MCP.
youtu.be/GqufkaLJV44
Notably this includes David's plan for the future of MCP.
youtu.be/GqufkaLJV44
I've hacked together an MCP server to query all #KubeCon videos or any other Youtube Playlist: github.com/luebken/play...
e.g.
claude.ai/share/3fbee0...
e.g.
claude.ai/share/3fbee0...
April 15, 2025 at 10:00 PM
I've hacked together an MCP server to query all #KubeCon videos or any other Youtube Playlist: github.com/luebken/play...
e.g.
claude.ai/share/3fbee0...
e.g.
claude.ai/share/3fbee0...
Reposted by Matthias Lübken
Good morning #kubecon. The CNCF has already started posting www.youtube.com/@cncf/videos of the presentations.
To summarize and gauge whether I want to see a presentation, I use:
$ pip install youtube-transcript-api
$ pip install llm
$ llm keys set gemini
To summarize and gauge whether I want to see a presentation, I use:
$ pip install youtube-transcript-api
$ pip install llm
$ llm keys set gemini
CNCF [Cloud Native Computing Foundation]
To provide educational and informative content on cloud native computing, which uses an open source software stack to deploy applications as microservices, packaging each part into its own container, ...
www.youtube.com
April 2, 2025 at 8:22 AM
Good morning #kubecon. The CNCF has already started posting www.youtube.com/@cncf/videos of the presentations.
To summarize and gauge whether I want to see a presentation, I use:
$ pip install youtube-transcript-api
$ pip install llm
$ llm keys set gemini
To summarize and gauge whether I want to see a presentation, I use:
$ pip install youtube-transcript-api
$ pip install llm
$ llm keys set gemini
Great post by the Zalando engineering on how they used LLMs for migration of UI component libraries. Bonus: Using my favorite tools continue.dev and llm. engineering.zalando.com/posts/2025/0...
Zalando Engineering Blog - LLM powered migration of UI component libraries
Sharing our approach and insights employing LLMs to migrate in-house UI component libraries at scale.
engineering.zalando.com
April 1, 2025 at 1:15 PM
Great post by the Zalando engineering on how they used LLMs for migration of UI component libraries. Bonus: Using my favorite tools continue.dev and llm. engineering.zalando.com/posts/2025/0...
But who is Elizabeth?
March 29, 2025 at 8:25 AM
But who is Elizabeth?
Great post by @simonwillison.net on coding with LLMs:
"Think of them as an over-confident pair programming assistant"
"Don’t fall into the trap of anthropomorphizing LLMs"
"LLM tools that obscure context are less effective."
"Think of them as an over-confident pair programming assistant"
"Don’t fall into the trap of anthropomorphizing LLMs"
"LLM tools that obscure context are less effective."
Here's the table of contents for my lengthy new piece on how I use LLMs to help me write code simonwillison.net/2025/Mar/11/...
March 14, 2025 at 8:56 AM
Great post by @simonwillison.net on coding with LLMs:
"Think of them as an over-confident pair programming assistant"
"Don’t fall into the trap of anthropomorphizing LLMs"
"LLM tools that obscure context are less effective."
"Think of them as an over-confident pair programming assistant"
"Don’t fall into the trap of anthropomorphizing LLMs"
"LLM tools that obscure context are less effective."
UN Office for Outer Space Affairs in Bonn.
March 4, 2025 at 4:47 PM
UN Office for Outer Space Affairs in Bonn.
You are prompting it wrong. — An opinion piece that AI in software engineering is here to stay. I see way too many dismissive posts about AI lately, and I argue that most people don’t know what they are talking about, and it’s far too early to judge. www.linkedin.com/pulse/you-pr...
You are prompting it wrong. — AI in software engineering is here to stay
I’m fascinated by the latest advances of large-language models and GenAI, especially in the area of software engineering. Now, I’m aware that I’m a little enthusiastic, but I’m 100% certain that AI in...
www.linkedin.com
February 27, 2025 at 11:21 AM
You are prompting it wrong. — An opinion piece that AI in software engineering is here to stay. I see way too many dismissive posts about AI lately, and I argue that most people don’t know what they are talking about, and it’s far too early to judge. www.linkedin.com/pulse/you-pr...
You are prompting it wrong.
February 19, 2025 at 7:30 AM
You are prompting it wrong.
Reposted by Matthias Lübken
If you have uv installed this means you can start chatting with a small model without first installing anything at all - this command will create an ephemeral virtual environment, install the necessary pieces and start a chat UI running in your terminal:
uvx --with llm-smollm2 llm chat -m SmolLM2
uvx --with llm-smollm2 llm chat -m SmolLM2
February 7, 2025 at 6:49 AM
If you have uv installed this means you can start chatting with a small model without first installing anything at all - this command will create an ephemeral virtual environment, install the necessary pieces and start a chat UI running in your terminal:
uvx --with llm-smollm2 llm chat -m SmolLM2
uvx --with llm-smollm2 llm chat -m SmolLM2
Open Source at its finest: huggingface.co/blog/open-r1
Open-R1: a fully open reproduction of DeepSeek-R1
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
January 28, 2025 at 7:50 AM
Open Source at its finest: huggingface.co/blog/open-r1
Reposted by Matthias Lübken
We're running a Datasette Public Office Hours event on Discord tomorrow (Friday 2pm PT) with lightning demos from community members of their Datasette and LLM-adjacent projects
There's still space, so if you have something you'd like to demo please sign up here! simonwillison.net/2025/Jan/16/...
There's still space, so if you have something you'd like to demo please sign up here! simonwillison.net/2025/Jan/16/...
January 16, 2025 at 6:41 PM
We're running a Datasette Public Office Hours event on Discord tomorrow (Friday 2pm PT) with lightning demos from community members of their Datasette and LLM-adjacent projects
There's still space, so if you have something you'd like to demo please sign up here! simonwillison.net/2025/Jan/16/...
There's still space, so if you have something you'd like to demo please sign up here! simonwillison.net/2025/Jan/16/...
Reposted by Matthias Lübken
Microsoft consolidates AI and developer teams into a new CoreAI division, signaling a fundamental shift in how the tech giant approaches software development in the age of artificial intelligence.
As AI Reshapes Tech, Microsoft, Others Refocus Dev Structure
Microsoft consolidates AI and developer teams into a new CoreAI division, signaling a fundamental shift in how the tech giant approaches software development in the age of artificial intelligence.
thenewstack.io
January 15, 2025 at 6:45 PM
Microsoft consolidates AI and developer teams into a new CoreAI division, signaling a fundamental shift in how the tech giant approaches software development in the age of artificial intelligence.