thepurpose

#asknostr 👀

Running Hermes with DeepSeek v4.1 Flash.

I finally found the entrance to a new part of the rabbit hole: using LLMs with a harness.

This is an awesome experience. Now I can feel the hype firsthand, and I also feel the pain and brain adaptation required for reading AI slop.

I've leveled up from GitHub issue opener to PR submitter within a few hours by just submitting upstream the things that were broken for me. h/t

h/t

&

for the education on model selection, and nostr:nprofile1qqsw9n8heusyq0el9f99tveg7r0rhcu9tznatuekxt764m78ymqu36cpr3mhxue69uhhyetvv9ujucnfw33k76twwpshy6ewvdhk6tcprdmhxue69uhhyetvv9ujuat50phjummwv5hk7at5vfhhsqgkwaehxw309aex2mrp0yh8w6tnwqh8gctvdvhs2l88q7 for giving me LLM FOMO and getting me started.

Next question to explore: What can Bitcoin do for me as an LLM harness driver? #asknostr

What does "freedom" mean to someone whose survival depends on a system he doesn't understand? #asknostr

Spark's cascading exit problem

Note: I'm publishing this as a technical discussion. Appreciate correction if needed. This is premature analysis based on protocol specs alone, no tests or live data to validate the mechanics yet.

A previous leaf owner broadcasts their stale exit tx at zero cost. Spark Operators must counter-broadcast the current owner's exit to defend, which spends the root UTXO on-chain, confirming the branch transaction and all its outputs.

If a tree has N leaves (say N=50 for a moderately sized tree), all N holders must broadcast their own leaf-level exit transactions to claim funds from the now-confirmed branch outputs. That's N on-chain transactions from one free broadcast.

The attacked user bears the highest fee burden. Their exit chain includes the heavy branch transaction (N outputs) plus possible CPFP to beat the timelock deadline. Siblings each pay for just one small leaf transaction.

Not catastrophic. Funds are recoverable but 1 free broadcast forces N users on-chain, with the attacked user footing the largest bill. No penalty mechanism for the attacker.

The coupling is architectural: one root backs many leaves, one exit kills the tree.

#Bitcoin #Spark #Layer2 #asknostr #plebchain

What is todays signal? #asknostr

What are the top zero fee routing nodes (ZFR) as of today? #asknostr #lightning #zfr #routing #node

#asknostr II

Who is willing to publicly declare that they can speak German? I'm curating a follow pack. PV 🫂

Wer ist bereit, öffentlich zu erklären, dass du Deutsch sprichst? Ich stelle ein Follow Pack zusammen. PV 🫂

#asknostr #language #german #deutsch #followpack

https://following.space/d/6715ef40-2d95-4f86-8277-bd4efb0fa56b?p=7de3def8d21199c5ac7b82735cb3b6fb4837dfbc3cd3130b8ff085d50c384b43

Any follow pack for

already? #purplekonnektiv #asknostr

GM & PV #asknostr for #v4v 🫂

Some easy resources to share with others? #asknostr

context: askng for a friend.

friend: "true #bitcoin is for everybody. i want to do more in my community so people adopt the best money. right now many are still skeptic 🤨 many just wonder how?"

Is #asknostr dead or forgotten or wat? #asknostrCEO

is using Cloudflare infrastructure, right? #asknostr

Android secure enclaves < or > Amber external signer? #asknostr

(scope: trusted‑third‑party security‑hole trade‑off)

h/t

,

What current

chart song is singing about breaking the victim chain? #asknostr

How to remove "pinned" notes which show up in my own profile in #jumble ? #asknostr

new car spotted in the wild, who dis? #asknostr #plebchain

npub already rolled, anon [email protected] ?

5 k bounty for the name we choose:

❓ How should we name the native nostr meme generator app1? #asknostr

wen vibe coded meme generator app in

with nostr integration and

nodeless sdk usage for instant #value4value enablement? #asknostr

#metoo (friendly way of using a genuine hashtag)

You can just promote great bitcoiners to me! Please do this. #asknostr

I have 20 cm * 20 cm free wall space to fill in a room for a high quality print.

What #bitcoin and/ or #nostr related should I print? #asknostr

Is the #bitcoin #whitepaper available in a square format? #asknostr

#art #artstr #artchain #plebchain

Where has the PV 🫂 gone? #asknostr

Does Sygnum Bank hold bitcoin with their own keys for their 'institutional business-to-business offering' or some ETF or pure and plain nothingness? #asknostr

https://www.sygnum.com/digital-asset-banking/bitcoin-btc/

Where can I get laser eyes for my PFP? Close to put my face where the feather is at the moment. 😱 #asknostr

Is

dead? Which entity took over replying as AI at nostr? #asknostr

How do I enable showings badges I've received in my profile? #asknostr #badges

What happend to #zapathon's? #asknostr

Do you remember the #skullofsatoshi?

Man, how was I lol'ing and rofl'ing... The good old free #bitcoin marketing days.

What's hot in this free marketing for #bitcoin niche today? #asknostr

h/t

👀

How dis #nutty thing possible #asknostr cc

h/t nostr:nprofile1qqsz9u3wnzsrtw8ljl2vcnzmxnn9enk2ufvyxrhv53430v0g42ac5hspz3mhxue69uhkvun9v5hxummnw3ezumrr9uq3zamnwvaz7tmwdaehgu3wwa5kuef0qyf8wumn8ghj7mn0wd68ytnjda3kkue0kyep69

How can I learn about statistics of npubs signing events of which language and following npubs of which main note language as metrics? Best would be to have those stats available as a function of block height/ time.

#asknostr

Or do I have to fucking #vibecode this myself? If yes, how could I start (hint's about nostr data source needed, not #vibecoding stuff)

Can I change my nostrplebs identifier domain? Example: change from [email protected] to [email protected]?

#asknostr

&

Side note: nostrplebs help in web seems down

Looking for an android app which can open njump and all the other nostr web urls in my local prefered client without roundtripping in the browser to the njump website.

Maybe something like UntrackMe or integrated into Amethyst or clients directly?

#asknostr #plebchain

#asknostr

Do I leak security if I publish a

connection hash in a hostile environment like this?

46505 11128 01082 03288 07547 02323 34689 23921 02731 80655 56637 43754 46751 98727 12030 71

, can you verify on your nostr:nprofile1qqsvnx99ww0sfall7gpv2jtz4ftc9v6wevgdd7g4hh7awkpfvwlezugpzdmhxue69uhhqatjwpkx2urpvuhx2ue0chkv5c instance our connection please.

#asknostr

Can a client please put a huge red X over every profile picture with a duplicated data set of one of my followed npubs. Based on my own follows. Treat my follows as genuine and the rest as spam when duplicate data is displayed. #asknostr

Maybe in the next step even use this duplicated npub's dataset as one of my dynamic filters?

h/t

❓ How close is nostr multisig? #asknostr

❓Please point me to a note of the AI edited video of surveillance cameras robbing out grocery stores with the bodies of US presidental election participants. 🧎 #asknostr #plebchain

❓ How to Keet (Pear/ Holrpunch) over tor? #asknostr #plebchain

Where does all those brilliant notes from formerly unknown npubs come from lately? #asknostr

To return or to not return. This is my current question. #asknostr

How can I restore my

ID with my nostr:nprofile1qqsth7fr42fyvpjl3rzqclvm7cwves8l8l8lqedgevhlfnamvgyg78spz3mhxue69uhhyetvv9ujuerpd46hxtnfduq3qamnwvaz7tmwdaehgu3wwa5kuegpz4mhxue69uhk2er9dchxummnw3ezumrpdejqj9swg4 seed phrase in the nostr:nprofile1qqsth7fr42fyvpjl3rzqclvm7cwves8l8l8lqedgevhlfnamvgyg78spz3mhxue69uhhyetvv9ujuerpd46hxtnfduq3qamnwvaz7tmwdaehgu3wwa5kuegpz4mhxue69uhk2er9dchxummnw3ezumrpdejqj9swg4 app? #asknostr

👀 #asknostr

h/t

Are there any numbers for unused Amazon Gift-Balances? #asknostr

h/t

&

What's the best meme to send to someone to tell them that 'I miss you on nostr. I wish you'd come back soon.' #asknostr #fomo

What is a sound role model for self-sovereign real estate usage[~ownership] without the tradeoffs stated by

? #asknostr

Is njump.me the best place to navigate people which ask me "what is nostr?"? #asknostr