SEC-05: YOLO Report

We are starting to build less social media and more of the other stuff on Nostr while trying not to fuck with spiders.

Sovereign Engineering

16. Oktober 2025October 16, 2025 · 9 Min. Lesezeit9 min read · Aktualisiert am 24. Oktober 2025Updated October 24, 2025

SEC-05: YOLO Mode is over and YOLO it was! It was an expedition in vibe coding and vibe we did We concluded our last Demo Day on 10th October, with most participants having more than one demo, and 6 minutes per demo felt less. The spirits were high thanks to Ponchas and LLMs despite their sycophantic hallucinations. The fifth edition saw about 50% alumni and 50% new participants. It was built upon the explorations of SEC-04 to enhance our collective understanding and utilisation of LLMs, as well as the ideas explored across all the SECs. It was also the cohort where we literally memed our ideas to life! Great memes were born during Poncha-fuelled evenings and Sunday walks.

Main Themes#

It is challenging to pinpoint the main theme, as the cohort was highly dynamic and participants came from diverse domains; however, one of the underlying themes was a local-first approach. Most things being built were oriented towards being offline as the default. This also lent into selling/creating markets for locally available resources viz. compute, hardware, maps & even IPs over Nostr and automated purchases of the same by machines using Cashu - Oh! How could we forget, wifi & data too - 🎩🤏 Tollgate!

A second major theme was rethinking the entire Internet stack using Nostr keys as identities that can announce, be discovered, and communicate with each other without having a domain, connected to centralised DNS servers, or having certificates from CAs. Audio/Video streaming & MLS was another highlight, combining Nostr with other protocols like Iroh & MoQ . The challenges of doing A/V, the simplicity of Nostr contrasted by the complexity of current browsers, inspired ⁠Justin Moon to rise up to the challenge and build a browser from the ground up, where he channellised his and other participants' collective hatred for WebRTC.

We saw quite a few projects on Maps over Nostr, where we not only overlaid information over Open Street Maps, but also stitched our own maps and served them as blobs. There was an acute need for deeper integration below the application layer of various tools and apps such that they can be easily installed and have a unified experience à la Umbrel, leading to many discussions & projects on local DBs, Wallet UX(NWC/NWA), Blossom, Torrents & local relays.

Two important toolings that were used over and over by various projects were the Applesauce library and ContextVM.

Applesauce has matured, is optimised, and very opinionated, which makes it extremely useful. Being functional in nature also allows it to be very reliable. It does take some getting used to, but ⁠hzrd149 has published very good docs , extensive snippets and live examples . It's a fantastic library for building applications,10/10 recommended.

ContextVM is the mature version of DVMCP by ⁠Gzuuus . It is a lot more than just a DVM or an MCP server. It is a protocol to communicate with remote services in a structured manner without having to deal with Network configuration, IPs, etc. Irrelevant. What it enables is not just a protocol to communicate with your MCP servers remotely, but to expose ANY services and access them from anywhere if you know its npub. It was seen being used in many projects and was found to be very easy to work with. Read the ContextVM docs to learn more.

Highlight Projects by Category#

AI & Local-First Computing#

Remote Vibin' Tools#

Communication & Social#

Maps & Location#

File & Blob Management#

Mining - by ⁠vnprc#

Cashu NUT Proposals - by vnprc#

Networking & Infrastructure#

Wallets & Payments#

Search & Discovery#

Applesauce & Window.nostrdb.js - by hzrd149#

Memes & Games - by Pete#

Hyper-media/note/OS/vibe - by Paul#

Zig doing Nostr, finally! - by Paul#

Web Browser#

Memes#

We had some great memes!

Experiments in SEC-05#

This cohort saw many experimentations in the tradition of #SovEng:

Paths Forward for "the other stuff"#

We are starting to build less social media and more of the other stuff on Nostr. What we have on our hands are the seeds to completely rethink the entire Internet stack, layer 2 and upwards. We think we have the primitives and a general sense of direction to make ICANN and IANA irrelevant, DNS optional, Certificate Authorities unnecessary, and solve 402.

Path Forward for SovEng#

As has been shared with our Alumni, we are professionalising and making structural changes to SovEng. We are stronger and way more motivated than ever. SEC-05 truly felt like our experimentations had matured, and we are onto something truly radical. It's time to focus our efforts and boost this 10x. We have big plans for next year, which shall be announced as they materialise.

Next item on the agenda is to brainstorm how we want to conduct the next year and beyond. In the very least, there will be the regular two cohorts, but we want to be more focused and have continuity that SEC is. We have been contemplating doing at least 3 cohorts, of which two will be a bit shorter (in spring & fall) and one of regular length, i.e., 6 weeks (probably in summer). Along with that, we do wonder if we can do smaller sprints with select participants on focused domains. Maybe even 3-day sauna retreats.

A lot of what we can do in the immediate future depends on a lot of some things. Regardless, we are very ambitious and our stoke is over 9000! SovEng will continue, and we will keep shipping the future no matter what!

Closing Notes#

SEC-05 was a blast, but it wouldn't have been possible without our participants loosing sleep before Demo Days showing off their awesome vibes, the Captains for their time and leadership, the ladies at the Cowork being such wonderful hosts, ⁠SuperPopLimon our chef for the feasts, ⁠André Loja for providing the space, ⁠NoGood ✌️ for the badass artwork and made our swag awesome, ⁠PABLOF7z for the groundwork , and Gigi for the heart he puts into SovEng and making it a point to participate despite his challenges.

Altright me laddies, now get back to yer piratin'! I'll leave y'all with this..

https://primal.net/e/nevent1qqsq5uap9tj235xayy49zmtwwc6yk3h3yxpyecg03kue6g5a6seze2ckr0xdv
#AI#SovEng#YOLO

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Contents

6 sections

  1. Main Themes
  2. Highlight Projects by Category
  3. Experiments in SEC-05
  4. Paths Forward for "the other stuff"
  5. Path Forward for SovEng
  6. Closing Notes