I just tried to analyse my side project with that and it already found things that I missed, and also build a plan and strategy on how-to move forward.
Yes it works for indie/solo developers just put that into prompt and correct assumptions
https://github.com/tractorjuice/arc-kit
Yes it works for indie/solo developers just put that into prompt and correct assumptions
https://github.com/tractorjuice/arc-kit
GitHub
GitHub - tractorjuice/arc-kit: Enterprise Architecture Governance & Vendor Procurement Toolkit
Enterprise Architecture Governance & Vendor Procurement Toolkit - tractorjuice/arc-kit
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According to harvard research chatgpt values are closer to WEIRD ones than other parts of world
https://scholar.harvard.edu/sites/scholar.harvard.edu/files/henrich/files/which_humans_09222023.pdf
https://scholar.harvard.edu/sites/scholar.harvard.edu/files/henrich/files/which_humans_09222023.pdf
Thread when you need AWS and om-prem just toooo expensive
https://bsky.app/profile/meredithmeredith.bsky.social/post/3m46a2fm5ac23
https://bsky.app/profile/meredithmeredith.bsky.social/post/3m46a2fm5ac23
Bluesky Social
Meredith Whittaker (@meredithmeredith.bsky.social)
📣THREAD: It’s surprising to me that so many people were surprised to learn that Signal runs partly on AWS (something we can do because we use encryption to make sure no one but you–not AWS, not Signal, not anyone–can access your comms).
It’s also concerning.…
It’s also concerning.…
On broad design of MCP instead of usual API
https://blog.fsck.com/2025/10/19/mcps-are-not-like-other-apis/
https://blog.fsck.com/2025/10/19/mcps-are-not-like-other-apis/
Fsck
When it comes to MCPs, everything we know about API design is wrong
I used to write more
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Turns out you can communicate across containers via 63-bits of available space in a shared lock you acquire on /proc/self/ns/time that all processes have access to.
No networking required. The post has a demo of a chat app communicating across unprivileged containers.
https://h4x0r.org/funreliable/
No networking required. The post has a demo of a chat app communicating across unprivileged containers.
https://h4x0r.org/funreliable/
h4x0r
Fun-reliable side-channels for cross-container communication
Good talk on history of software from complexity view point and how it emerges or engineers because of that or in spite of
https://youtu.be/Cum5uN2634o
https://youtu.be/Cum5uN2634o
YouTube
The Complexity of Simplicity
Keynote given at TalosCon by Oxide Co-Founder and CTO Bryan Cantrill in Amsterdam on October 17, 2025. Slides available at https://speakerdeck.com/bcantrill/the-complexity-of-simplicity
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Bookmark 2 short books on cli apps - how to write them better
https://rust-cli.github.io/book/index.html
https://rust-cli-recommendations.sunshowers.io/index.html
https://rust-cli.github.io/book/index.html
https://rust-cli-recommendations.sunshowers.io/index.html
rust-cli-recommendations.sunshowers.io
Introduction - Rain's Rust CLI recommendations
Tips and best practices for writing and structuring Rust command-line programs.
Deep thought
Bookmark 2 short books on cli apps - how to write them better https://rust-cli.github.io/book/index.html https://rust-cli-recommendations.sunshowers.io/index.html
Based on them created https://github.com/umag/rust-cli-ai-template/tree/main
cargo generate template to put specs and opinionated defaults/specs for cli app development
cargo generate template to put specs and opinionated defaults/specs for cli app development
On knowledge and maps
"Maps have deeper virtue though: the act of making them puts us through the motions we need to learn. “The point of the journey is not to arrive” but rather to visit the places along the way and even revisit them until they are familiar."
https://mark-burgess-oslo-mb.medium.com/using-knowledge-maps-for-learning-comprehension-15e162a251cd
And follow-up why simple music cataloguing is hard (I've tryed beets and it's a pain)
https://mark-burgess-oslo-mb.medium.com/building-a-knowledge-graph-of-a-music-collection-81c9a9ea1b8b
"Maps have deeper virtue though: the act of making them puts us through the motions we need to learn. “The point of the journey is not to arrive” but rather to visit the places along the way and even revisit them until they are familiar."
https://mark-burgess-oslo-mb.medium.com/using-knowledge-maps-for-learning-comprehension-15e162a251cd
And follow-up why simple music cataloguing is hard (I've tryed beets and it's a pain)
https://mark-burgess-oslo-mb.medium.com/building-a-knowledge-graph-of-a-music-collection-81c9a9ea1b8b
Medium
Using Knowledge Maps for Learning Comprehension
Building reason around spacetime sequences (for advanced readers)
JJ-con playlist of talks
https://www.youtube.com/watch?v=VwmFyowbSR0&list=PLOU2XLYxmsILM5cRwAK6yKdtKnCK6Y4Oh&index=3
https://www.youtube.com/watch?v=VwmFyowbSR0&list=PLOU2XLYxmsILM5cRwAK6yKdtKnCK6Y4Oh&index=3
YouTube
JJ Con • Keynote
Jujutsu, aka JJ, is an open-source, Git-compatible VCS that is both simple and powerful. This year, JJ Con 2025 was a dedicated conference hosted by Google for the Jujutsu version control system. In this talk from JJ Con, Martin von Zweigbergk presents on…
https://sunshowers.io/posts/monads-through-pbt/ It feels like property based testing like described here would prevented yesterday outage https://blog.cloudflare.com/18-november-2025-outage/
Demystifying monads in Rust through property-based testing
Demystifying monads in Rust through property-based testing · sunshowers
A jargon-free, practical explanation of monads as a design pattern.
A dream of AI DLC A peek into the future based on tools and tech that we already have here
https://magistr.me/blog/8/
https://magistr.me/blog/8/
magistr.me
A dream of AI-DLC
The Genesis Engine: A Manifesto for the AI-Driven Development Lifecycle Introduction: The Old World Is Dead Saturday evening, September 20, 2025.
I’m thinking about how we build.
I’m thinking about how we build.
Nice article that validates few finetuning myth and proves what works
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/spacepxl/demystifying-sd-finetuning
GitHub
GitHub - spacepxl/demystifying-sd-finetuning
Contribute to spacepxl/demystifying-sd-finetuning development by creating an account on GitHub.
Deep thought
A dream of AI DLC A peek into the future based on tools and tech that we already have here https://magistr.me/blog/8/
So in continuation if task is splitted in smallest pieces and solutions are verifyed - that works for very long and complex task like hanoi tower
https://arxiv.org/html/2511.09030v1
https://arxiv.org/html/2511.09030v1
On legible processes and need of backchannels in company
https://www.seangoedecke.com/seeing-like-a-software-company/
https://www.seangoedecke.com/seeing-like-a-software-company/
Seangoedecke
Seeing like a software company
I posted some videos and articles about wardley mapping, but how about use cases
here is great talk by Krzysztof Daniel on applying maps and also navigating People too.
You can also can try on his examples and see if you can relate to thouse situations
https://www.youtube.com/watch?v=-eN_VCp-CwA
here is great talk by Krzysztof Daniel on applying maps and also navigating People too.
You can also can try on his examples and see if you can relate to thouse situations
https://www.youtube.com/watch?v=-eN_VCp-CwA
YouTube
AgileByExample 2025: Krzysztof Daniel – Leading When the Terrain is Clear but the People Aren’t
Wardley Mapping reveals the landscape. But clarity doesn’t automatically lead to change. In fact, it often invites resistance, fear, and organizational friction.
This talk picks up where Simon Wardley’s work leaves off: at the moment when the system is visible…
This talk picks up where Simon Wardley’s work leaves off: at the moment when the system is visible…
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I've started to look a bit into interface design, and youtube reccomended that fresh video, I like it and its cool
now I want to watch his other talks and read articles
https://youtu.be/1fZTOjd_bOQ
now I want to watch his other talks and read articles
https://youtu.be/1fZTOjd_bOQ
YouTube
Are we stuck with the same Desktop UX forever? | Ubuntu Summit 25.10
This talk focuses on that evil little term “UX/UI,” which is responsible for so much confusion and tension in open-source projects. Not only does it unnecessarily pit programmers against designers, but it also limits our vision of what we could be doing.…
Nice discussion about AI and future by Michael Burry Jack Clark Dwarkesh Patel moderated by Patrick McKenzie
https://post.substack.com/p/the-ai-revolution-is-here-will-the
https://post.substack.com/p/the-ai-revolution-is-here-will-the
Substack
The AI revolution is here. Will the economy survive the transition?
The man who predicted the 2008 crash, Anthropic’s co-founder, and a leading AI podcaster jump into a Google doc to debate the future of AI—and, possibly, our lives