Matthias Lübken
@luebken.bsky.social
Product & Engineering - http://linkedin.com/in/luebken/
Yesterday I had the opportunity to present my ideas how Coding Agents can be used for non-coding cases at the Cologne's Vibe Coding meetup. I've shown my CRM setup with Claude Code. And we have had some interesting back and forth on terminals and markdown mess. ;-)
January 8, 2026 at 8:57 AM
Yesterday I had the opportunity to present my ideas how Coding Agents can be used for non-coding cases at the Cologne's Vibe Coding meetup. I've shown my CRM setup with Claude Code. And we have had some interesting back and forth on terminals and markdown mess. ;-)
● You're absolutely right!
January 4, 2026 at 7:56 AM
● You're absolutely right!
The interesting part when working agents is memory management. Users can and should actively manage memory. But that is very different from what we are used to. Now we can start from scratch. A powerful concept. Especially if you combine it with previously taken snapshots.
December 18, 2025 at 2:06 PM
The interesting part when working agents is memory management. Users can and should actively manage memory. But that is very different from what we are used to. Now we can start from scratch. A powerful concept. Especially if you combine it with previously taken snapshots.
Best description I’ve seen so far:
Skills are lazy loaded prompt engineering.
news.ycombinator.com/item?id=4625...
Skills are lazy loaded prompt engineering.
news.ycombinator.com/item?id=4625...
Skills are lazy loaded prompt engineering. They are simple, but powerful. Claude... | Hacker News
news.ycombinator.com
December 13, 2025 at 10:35 AM
Best description I’ve seen so far:
Skills are lazy loaded prompt engineering.
news.ycombinator.com/item?id=4625...
Skills are lazy loaded prompt engineering.
news.ycombinator.com/item?id=4625...
Who is building agents with Vercels AI SDK and is up for a chat?
November 26, 2025 at 2:37 PM
Who is building agents with Vercels AI SDK and is up for a chat?
My app felt kind of slow until I realized that it hibernates and that the VM boots in 1.2 seconds. @fly.io #firecracker
November 24, 2025 at 9:13 AM
My app felt kind of slow until I realized that it hibernates and that the VM boots in 1.2 seconds. @fly.io #firecracker
Anyone have some good UK-TwoStep/Garage music recommendations?
November 19, 2025 at 10:47 AM
Anyone have some good UK-TwoStep/Garage music recommendations?
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...