Stefan Munz – OnTree.co
stefanmunz.bsky.social
Stefan Munz – OnTree.co
@stefanmunz.bsky.social
Founder of OnTree.co. Helping you own your AI and escape the sticky, overpriced SaaS trap. Join the movement 🐣
Köln, I am coming! Looking forward to meet a lot of new people at the Digitale Leute Summit tomorrow. Super happy to be part of their trainer team for their upcoming AI Software Engineering Bootcamp mext year!

www.digitale-leute.de/summit/25/
November 12, 2025 at 12:55 PM
Great to see Charity Majors live on stage finally, I‘m a huge fan! In praise of normal engineers, the perfect topic at this time!
November 5, 2025 at 11:44 AM
Agentic Coding Meetup Hamburg #3, we're coming! Extremely proud to host 4 speakers this time, 3 of them first time speakers at our format! luma.com/dicrp3xl
Agentic Coding Meetup Hamburg #3 · Luma
Time Schedule: 18:00 Open Doors 18:30: Headless Claude Code in the Wild (Sebastian Korfmann) 18:50 Agentic AI for SEO Content Generation (Guruprasad P) 19:10…
luma.com
November 3, 2025 at 3:16 PM
This sounds like easy advice, but I find it really hard to follow. It's just so easy to allow new facts to change your thinking. Sometimes it's good and sometimes it's bad. designobserver.com/the-compound...
The compound interest of design: what not to build - DesignObserver
Veteran designer Dave Snyder says the secret to lasting products isn’t hype or clever features. It’s restraint, craft, and solving one core problem so well that the benefits compound over time.
designobserver.com
October 26, 2025 at 8:01 AM
A very different perspective on the same AI world that I am investigating. Interesting to get more insights into the financial aspects of it all. www.stateof.ai/2025-report-...
State of AI Report 2025
The State of AI Report analyses the most interesting developments in AI. Read and download here.
www.stateof.ai
October 25, 2025 at 11:25 AM
Interesting walkthrough on how to implement memory for LLMs. I am still searching for a good intro how these memories work and why. www.philschmid.de/gemini-with-...
Integrating Long-Term Memory with Gemini 2.5
This guide shows you how to add long-term memory to your Gemini 2.5 chatbot using the Gemini API and Mem0.
www.philschmid.de
October 25, 2025 at 8:40 AM
Reposted by Stefan Munz – OnTree.co
“Regulation Isn't the European Trap — Resignation Is […] When you're step 3 of 10, act like step 10 depends on you. Own the handoff. Move same day.” lucumr.pocoo.org/2025/10/21/e...
Regulation Isn’t the European Trap — Resignation Is
The difference between business in Europe and the US.
lucumr.pocoo.org
October 21, 2025 at 12:50 PM
I switched from the 180 Euro subscription of Claude Code to the one for 90 Euro. Claude Code is still great, but I'd like to force myself to try the other agents more this month.
October 18, 2025 at 8:40 AM
Wow, I thought Claude Code supported AGENTS.md instead of CLAUDE.md . Instead the simple to implement change is still open... github.com/anthropics/c...
Claude Code overview - Claude Docs
Learn about Claude Code, Anthropic's agentic coding tool that lives in your terminal and helps you turn ideas into code faster than ever before.
CLAUDE.md
October 14, 2025 at 5:34 PM
TIL about asdf, the version manager for multiple programming languages and plugins. Written in Go, looks great, will try it out immediately. What finally convinced me to give it a go is the ballad of asdf: github.com/asdf-vm/asdf...
October 13, 2025 at 4:52 PM
Apple is led by finance people. Good if you're a short to mid-term investor (as the finance execs mostly are), bad for users of the products. Time to start looking for alternatives. www.youtube.com/watch?v=JUG1...
Apple's Greed Is Finally Backfiring
Apple was the most valuable company in the world from 2021 to 2023. But in 2024, they fell to second place. With Microsoft claiming the title for half the year. And now in 2025, Apple has fallen to…
www.youtube.com
October 13, 2025 at 2:16 PM
Stacked diffs have existed for a while but never became popular. With agentic coding, they make more sense, because it's easy to change many things in one session, which becomes hard to review. www.youtube.com/watch?v=qBRJ...
Stacked diffs and tooling at Meta with Tomas Reimers
Why did Meta build its own internal developer tooling instead of using industry-standard solutions like GitHub? Tomas Reimers, former Meta engineer and co-founder of Graphite, joins the show to talk…
www.youtube.com
October 12, 2025 at 8:13 AM
A job board where you own the data is a fascinating idea. I hope this takes off. atwork.place
at://work - ATProto Job Board
Your Career. Your Data. Your Place. A decentralized job board powered by the ATProtocol
atwork.place
October 12, 2025 at 7:02 AM
Dug into the self-hosting part of the AT protocol. It's on my list of things to set up, even just to understand it better. atproto.com/guides/self-...
Self-hosting - AT Protocol
Self-hosting a Bluesky PDS means running your own Personal Data Server that is capable of federating with the wider ATProto network.
atproto.com
October 11, 2025 at 11:25 AM
"The need for a patched mesa comes from the fact that virtio-gpu doesn't have the ability to negotiate blob alignment with the host" I mean, what does this even mean? I love virtualization with GPU access, not! github.com/apple/contai...
GPU passthrough availability? · apple container · Discussion #62
Would I be able to passthrough GPU devices to the container either atomically or in slices? Thanks.
github.com
October 11, 2025 at 8:40 AM
Cutest moment with Claude Code this week: Trying to find out how much power this home server draws, only to find out Claude is the top consumer right now. "That's me!"
October 10, 2025 at 1:17 PM
💪 Finally, it works. This took longer than expected. The infrastructure for self updates with Go is awesome. It is still a hassle to implement, unfortunately. Now it works, two production systems up and running. Fingers crossed no agent breaks this code tomorrow...
October 9, 2025 at 9:54 AM
I love how new terms are being coined at the moment. Simon Willison's post about getting from Vibe coding to Vibe engineering is a perfect example. Unfortunately, it's missing one key property of codebases: The differing viscosities of your files.

Read the full article with links in the link!
The Viscosity of Your Software Stack And Why it Matters for Working With Agents | stefanmunz.com
![The Viscosity of Your Software Stack And Why it Matters for Working With Agents](./banner.png)
www.stefanmunz.com
October 9, 2025 at 8:11 AM
Current Status: Comparing 4 reviews from LLMs for my newest newsletter article, coming out tomorrow. I keep coming back to Gemini 2.5. Pro for these tasks. Claude and ChatGPT answers often feel rushed, as if they didn't really take the time to read the piece. Sloppy somehow. New in the mix is ...
October 8, 2025 at 9:23 AM
Beautiful article on the web's origins and the founder's vision. I totally agree we can restore the web to its intended state compared to this monopolistic shithole we are in right now. www.theguardian.com/technology/2...
Why I gave the world wide web away for free | Tim Berners-Lee
My vision was based on sharing, not exploitation – and here’s why it’s still worth fighting for
www.theguardian.com
October 7, 2025 at 5:34 PM
Great advice from the PostHog team on avoiding AI coding mistakes. We'll need to structure code bases very differently use coding agents effectively. Also, scripting languages like Python are much harder to improve with agents. Happy I can build a code base from scratch for agentic needs...
Avoid these AI coding mistakes
The mistakes we've made at PostHog and how to avoid them
newsletter.posthog.com
October 6, 2025 at 4:52 PM
Switched to the glass releases of iOS and macOS this weekend. I dislike the different corner radiuses (radii?) per app on macOS, that just feels wrong. Else it's ok, but not a refresh that I needed. Disappointed and sorry for all the iOS devs that needed to adapt their codebases to this.
October 6, 2025 at 2:16 PM
Exploring Stacked Diffs with Graphite this week. With the power of coding agents its incredibly easy to change a lot of things in one session, but it's getting way too hard to review. Let's see if stacked diffs are an answer to that.

graphite.dev
Graphite - Code review for the age of AI
Graphite helps teams on GitHub deliver higher quality software, faster.
graphite.dev
October 6, 2025 at 8:53 AM
This has the brutal undertone you would expect of a 996 company. It leaves me with the impression they're working against and not with the model. cognition.ai/blog/devin-s...
Cognition | Rebuilding Devin for Claude Sonnet 4.5: Lessons and Challenges
We rebuilt Devin for Claude Sonnet 4.5. The new version is 2x faster, 12% better on our Junior Developer Evals, and it's available now in Agent Preview. For users who prefer the old Devin, that…
cognition.ai
October 5, 2025 at 8:13 AM
Interesting to see how the system prompt changed in Claude Code, but only for Sonnet 4.5. Apparently, they are able to fine-tune the models much more to their needs. Let's see if other vendors follow. Ultimately, this could mean that models and coding agent software become much more interchangeable
x.com
October 5, 2025 at 7:01 AM