NVK

-... .. - -.-. --- .. -. strong opinions, loosely held.

Public Key

npub1az9xj85cmxv8e9j9y80lvqp97crsqdu2fpu3srwthd99qfu9qsgstam8y8

NIP-05 Address

Profile Code

nprofile1qqsw3znfr6vdnxrujezjrhlkqqjlvpcqx79ys7gcph9mkjjsy7zsgygpz3mhxue69uhhyetvv9ujuerpd46hxtnfduqs6amnwvaz7tmwdaejumr0ds4nye4r

Publishing to

relay.damus.io

nos.lol

Author Public Key

npub1az9xj85cmxv8e9j9y80lvqp97crsqdu2fpu3srwthd99qfu9qsgstam8y8

Show more details

Last Notes

2026-06-26 17:53:16 UTC

Received some messages asking if I take donations to llm-wiki.net work: NO
Consider donating to @nprofile…5h0z on its name instead 😃
OMG LLM_WIKI FOSS https://blossom.primal.net/0b57eca323f8af82656ddf1c122f9218744d097d36acf3672d0427f92900ff41.png

2026-06-26 10:49:43 UTC

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it would be alot of fun.

2026-06-24 18:57:18 UTC

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only robinhood can

2026-06-22 12:09:02 UTC

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Coinkite deletes your data and had no leaks.
Our competitors unfortunately don't care for your data as much, this is who lost your data. https://x.com/nvk/status/2031836293240668367?s=20
It's exhausting.
#nevent1q…q03f

2026-06-18 14:29:05 UTC

steel. https://blossom.primal.net/76dce7dba9ceea3cf3f31985c04bdf241403c87a8a36e25809bfc12a3d85e2e8.png

2026-06-18 13:56:59 UTC

Most people on both sides of the bip110 and Core sides are good ppl.
Bitcoin will force everyone to coexist or fork off.

2026-06-09 13:31:45 UTC

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1000x less bitching that's for sure.
#nevent1q…837e

2026-06-07 12:49:14 UTC

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lots of work on that, contrarian agents, research methodology, etc... thus far faired well. try it, find me some slop to fix.

2026-06-07 11:28:55 UTC

very health, much wow.
this was fun to build for myself.
absolutely no warranties, use health code at your own risk and responsibility.
llm-health.net
https://blossom.primal.net/6a14f5efa690a6e9e6de55598a737a119e491630e0a0ab24adcd517b6b7bcafe.jpg

2026-06-07 00:56:45 UTC

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maybe

2026-06-05 19:59:03 UTC

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didn't hear the mob, not allowed to criticize bitcoin security design anymore.

2026-06-05 17:58:56 UTC

arca SSH & Tor Browser, same text ux.
https://blossom.primal.net/bd064a06952485fd0c293f79efe4c563592343445c9534d47c9f903d40c60075.png

2026-06-05 01:35:11 UTC

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wil definitely fit on a 1U shelf

2026-06-04 22:07:36 UTC

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different ball game, COLDCARD mentality

2026-06-04 21:41:31 UTC

making for ourselves...
but would you buy a network device to store secrets/passwords/keys/ssh/etc?
...and this box is vey-very secure
...also mesh back up with other boxes you have
...also works with a few password managers as password server
...& more
still debating if we make more
arcasafes.com

2026-06-04 21:40:26 UTC

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same, over DM.

2026-06-04 15:52:49 UTC

The meltdowns will continue till the personal responsibility increases.

2026-06-04 01:01:06 UTC

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I've said that a million times, the price follows the meme quality

2026-06-04 01:00:21 UTC

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If you don't have the "need", wait more.
M5 max128gb or nvidia spark seems to be the min for usable.

2026-06-03 12:35:29 UTC

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might have to rename again https://blossom.primal.net/346ce452ca6a4d88cd78311623fadc321b908bbee7521205457c5124fcc8cd0e.png

2026-06-03 12:31:47 UTC

https://blossom.primal.net/84312e423582eac08beb401f309bf2ec8327b90bd90f8b352b55d32592604d07.png

2026-06-03 12:25:45 UTC

Miljan, Odell and the Primal cabal are actively censoring me and preventing my nostr project from taking off.
I'm moving to carvalo's protocol
https://blossom.primal.net/86e202f2eb49be6ed98fe6c8596eba2feb47b47d07635158e7390c256d6ddaf5.png

2026-06-03 02:13:11 UTC

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🤣

2026-06-03 00:34:57 UTC

Aside from dignity, what else is holding you back from sandboxing your coding angents?

2026-06-02 14:59:30 UTC

The most effective use of the philanthropy right now is funding token to world third world and consumer high end hardware to top engineers like antirez
Accelerate asymmetric output to those than can't access it.
Fund the top ppl making the local ai happen faster.
It's never been so affordable to give poor ppl an advantage.

2026-06-02 03:20:27 UTC

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single board member can not block an application, its a majority vote.

2026-06-02 03:10:12 UTC

AgentNoise.org v0.1.30 upload media support!
- Images: JPEG/JPG, PNG, GIF, WebP
- Video: MP4, WebM, MOV
- Audio: MP3, OGG, M4A, WAV
- Docs: PDF
agent/wiki-ingest/coder in context!
Chat from your phone with your computer agents privately and securely.
https://blossom.primal.net/f59fd31ccc3ce89a8955326ec5e07ca0208424d9595574fccdd9370b8abcacbd.png

2026-06-02 01:53:18 UTC

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🦋

2026-06-02 01:03:53 UTC

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But if you are going to vibe code, consider agentbondage.org and don't just rawdog Codex/Claude on your daily driver.
#nevent1q…lrfu

2026-06-02 00:56:56 UTC

Marginal cost of software development is going to zero.
Non-critical software is already $200/mo
Anyone can create a custom Nostr client already.
Infrastructure next, maybe infrastructure will need to rethink monetization/funding.
No good answers for that yet.

2026-06-01 23:37:38 UTC

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Absolutely not perfect, we will get it wrong many times. But ppl should consider other sources if it's not working out with OpenSats

2026-06-01 22:35:04 UTC

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I know drama is fun to you, but you are poisoning this technology and hindering the other people working on it.

2026-06-01 22:16:25 UTC

The cool thing about OpenSats is that a peer group of YOUR category reviews your application.
YOUR PEERS review even before the board does.
There is no room for evil NVK to decided your fate alone.
🫂

2026-06-01 20:46:51 UTC

Ben & Will should start a 501c3 to manage Nostr grants.
"Claude, how do start a 501c3 to manage Nostr grants. make no mistakes."
I will be the first donor once its ready, $1,000.
Who's with me??

2026-06-01 20:00:19 UTC

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Yes your grace.

2026-06-01 19:43:54 UTC

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Go do your thing bro, you are a free man.

2026-06-01 19:09:12 UTC

Trying to bully a non-profit into funding is wrong.
Be grateful for what you got
Be grateful for what others got
Be grateful there even is funding
We don't know if there will even be funding in the future.
Just be grateful.

2026-06-01 17:23:35 UTC

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The world is far from perfect.
Be grateful some ppl are willing to do what you are not.
If you don't agree, simply start an alternative.
#nevent1q…s3q4

2026-06-01 17:22:19 UTC

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I almost quit before, dealing with ungrateful cunts like these is a waste of productive time.
We have an independent board and independent committees.
We get zero dollars to ourselves, I donate my time to support FOSS.
If your project is not a match for OS, find other sources.
We are not obligated to fund you.
Yelling at us or telling us won't change that.
And yet, we process hundreds of grants, to things we judge a match.
Including tons of Nostr stuff.
#nevent1q…t8ku

2026-05-31 20:36:14 UTC

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iOS app?

2026-05-31 20:33:05 UTC

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Where/how

2026-05-31 20:25:38 UTC

Outside of kind1, any interesting communities?

2026-05-31 20:11:40 UTC

https://blossom.primal.net/eca6f54cab900c6ae371f9277b3a956ad0cde0a544a7c52cfe6f3adf7ab71ddd.jpg

2026-05-31 19:14:19 UTC

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🤣

2026-05-31 19:10:13 UTC

Stop being Insufferable.

2026-05-31 19:05:10 UTC

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Don't like it don't use it, build something better.
#nevent1q…ehfy

2026-05-31 19:04:42 UTC

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Every time I login here all I see is people complaining.
It's such a turn off.
And yet, I'm using Nostr everyday with agentnoise.org
#nevent1q…f5j6

2026-05-31 19:00:41 UTC

You are not obligated to use primal, how about build some alternative and go get some users instead of bitching.
The principal reason Nostr adoption stopped is because of the bitching instead of building.

2026-05-14 12:31:33 UTC

nostr
https://agentnoise.org

2026-05-05 03:05:48 UTC

https://blossom.primal.net/c0c2f0adc4dd58ddd5810b46b452b7a30ca7719e099c1019f1f39419ead949cf.png

2026-04-29 13:03:05 UTC

If not enough bitcoin is held privately in the hands of unreasonable people we lose.
Bitcoin, in seeds, is the only insurance.

2026-04-27 18:04:26 UTC

learntoprompt.org
all experimental, because the current shitshow security is not viable

2026-04-18 01:21:58 UTC

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Objectively

2026-04-14 12:38:08 UTC

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ppl are using the slop cannon's wrong

2026-04-14 02:08:39 UTC

# Writing 84 Tests for a Project With Zero Lines of Code
The llm-wiki project has 3,610 lines across 22 files. Every single one is a markdown file. There is no Python. No JavaScript. No compiled binary. The "source code" is English prose — instructions that Claude reads and follows to build knowledge wikis from web research.
So how do you write tests for a program that is, technically, a document?
I figured it out. 84 structural assertions, 11 intentionally broken wiki fixtures, 5 behavioral evals via Promptfoo, and a GitHub Actions pipeline. As far as I can tell, nobody has used Promptfoo to test a Claude Code plugin before. Here is what I learned.
## The three-layer problem
Traditional testing has a simple contract: given input X, the function returns Y. If it doesn't, the test fails. But when your "function" is an LLM reading markdown instructions, the contract dissolves. The same instruction file, given the same user request, might produce different article titles, different file structures, different cross-references. The output is correct within a range, not at a point.
Anthropic, OpenAI, and GitLab all converge on the same solution: split tests into layers by how much uncertainty you're willing to tolerate.
**Layer 1 is deterministic and free.** No LLM calls. You're checking that the wiki's file system is internally consistent. Does every directory have an `_index.md`? Does every raw source have the six required frontmatter fields? Does the `type: articles` file actually live in `raw/articles/` and not `raw/papers/`? These checks take seconds and cost nothing. I have 84 of them. They run on every push.
**Layer 2 is semantic and costs money.** You ask Claude to do something — ingest a URL, compile an article, route a command — and then grade whether it followed the instructions. Promptfoo handles this with three assertion types: trajectory assertions ("did it call WebSearch?"), llm-rubric assertions ("does the output have complete frontmatter?" graded by a judge LLM), and custom JavaScript that checks the file system after the agent runs. Each eval costs about $0.50. I run five of them on PRs.
**Layer 3 is full workflows.** Research-to-article. Ingest-compile-lint. Retract-and-verify-cleanup. These use `claude -p` in headless mode, cost $10-20 per run, and execute weekly. I haven't built these yet. Layers 1 and 2 are live.
## The golden wiki
Every structural test needs something to test against. I built a golden wiki — a minimal but complete fixture with three raw sources, two compiled articles, proper cross-references, bidirectional See Also links, correct index files, and a valid log. Twenty files total. It passes every check.
Then I broke it eleven different ways. One copy per lint rule. `missing-index/` has a deleted `_index.md`. `bad-frontmatter/` has `type: invalid` instead of `type: articles`. `misplaced-file/` puts a concept article inside `wiki/references/`. `retracted-marker/` leaves a `` comment that should have been cleaned up. Each broken copy triggers exactly one violation. The test asserts that the defect is present — negative testing.
A shell script called `http://generate-defect-fixtures.sh` creates all eleven from the golden wiki in under a second. Change the golden fixture, regenerate, and every negative test updates automatically.
## Promptfoo on a Claude plugin
Promptfoo has a provider called `anthropic:claude-agent-sdk` that can load local plugins. Point it at your plugin directory, whitelist the tools, set a budget cap, enable sandbox mode, and it runs your plugin through test cases defined in YAML.
The part that surprised me: the `skill-used` assertion type. You can assert that the agent invoked a specific skill — not just that the output mentions wiki commands, but that Claude actually triggered the wiki skill at the Claude Code level. Combined with trajectory assertions that verify which tools were called, you can check both what happened and how.
I test five behaviors: the fuzzy router dispatching "Research the history of testing" to the research command, a URL to ingest, a question to query, an ambiguous single word triggering clarification (negative control), and the plugin loading without errors. Each runs three times to measure variance.
## What I actually learned
The biggest surprise: Layer 1 catches almost everything. The expensive behavioral evals in Layer 2 are for confidence, not coverage. Index corruption, frontmatter drift, misplaced files, broken cross-references — these are the actual failure modes of a wiki management system, and they're all deterministic. You don't need an LLM to verify that a file exists in the right directory.
Anthropic's eval guide says "grade outcomes, not trajectories." For wiki operations, the outcome IS the file system state. Check the files, check the indexes, check the links. If the structure is correct, the agent followed the protocol. The trajectory — which tool calls it made, in what order — is interesting but secondary.
The test suite is at https://github.com/nvk/llm-wiki in `tests/`. Clone it, run `./tests/test-structure.sh`, and watch 84 green checkmarks validate a project that contains zero lines of code.

2026-04-10 21:44:28 UTC

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Website with trade craft up https://bitcoinquantum.space
All done with LLM-wiki.net awesomeness
Their FUD will be destroyed.
#nevent1q…l772

2026-04-08 13:32:37 UTC

Quantum FUD is only fought with the best slop. It's all about inverting Brandolini's law.
Part 2 https://x.com/nvk/status/2041644230620139787
https://blossom.primal.net/94be314aa71d7138a4243e24618b51abc435d5199392dd517f198f0704728535.jpg
Part 1 https://x.com/compose/articles/edit/2040989355330678784
https://blossom.primal.net/8ee3b2b141622255f3469d70036a8b0a3f49837a91af9103ec2ab7f1863d9e47.jpg

2026-03-28 11:41:43 UTC

Ask Grok mcp for Claude to be able to search X https://github.com/nvk/ask-grok-mcp

2026-03-23 02:04:35 UTC

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https://www.reddit.com/r/AskPhotography/s/sc94CC64qT
Ppl keep searching for a home.
#nevent1q…qf3u

2026-03-23 01:05:11 UTC

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I burned my account when they sold.

2026-03-23 00:44:34 UTC

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There is/was a great community there.

2026-03-23 00:35:55 UTC

So who's going to buy out Flickr and republish on Nostr?
I'd tip in.

2026-03-17 12:43:12 UTC

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Yes

2026-03-15 02:58:58 UTC

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Try maple

2026-03-12 18:32:00 UTC

COLDCARD Mk5 https://www.youtube.com/watch?v=n3iQ3UOWgZg

2026-03-08 16:09:08 UTC

https://blossom.primal.net/ee8ac4966e5c20d638ab04cf6d0ab4e3fc558d23b30254b0be06db87a3467475.jpg

2026-02-22 15:17:28 UTC

You are addicted to other people's problems
Go outside, walking grass and absorb some low entropy from the sun
https://blossom.primal.net/060b503dd99ba99dfdc28f12803ede2aff6ad72b73d28f72011e9218a234eafe.jpg

2026-02-21 18:12:33 UTC

Honey badger doesn't care
https://blossom.primal.net/de681eda7ef6cc61a953ab532cb759df16b2522a33eb5cb270329ba42839672d.jpg

2026-02-17 15:44:48 UTC

GM
https://blossom.primal.net/3ff912768cb6b708add30d50354a68d82daf226a388b0acdcbf79727308216ff.jpg

2026-02-17 01:40:23 UTC

Isolated and missing out on open social graph. Apps like Foto should be pushing to Nostr. https://apps.apple.com/ca/app/foto-inc/id6453682910

2026-02-16 21:41:03 UTC

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It's just mass psychosis from the correct winning side 🤣

2026-02-11 19:19:49 UTC

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Profit goes to open sats 👏🤣
#nevent1q…j6x3

2026-02-01 20:34:34 UTC

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Never take in consideration the gheys

2026-01-24 15:23:49 UTC

Banana bread > Banana rice

2026-01-22 23:40:19 UTC

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People shouldn't read their encrypted backups on a computer. Keep it air gap

2026-01-20 20:13:42 UTC

https://blossom.primal.net/21274149d27dc82bfde6e1f208d408de2cbc03a6286273d5a511af59e8e6624a.jpg

2026-01-20 02:41:21 UTC

https://blossom.primal.net/780fd80d4cbb43a173dfcf2cb7752e1286f13e69afa10f2817ff06d1f519f9d2.jpg

2026-01-19 13:09:15 UTC

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🤌
#nevent1q…q8ys

2026-01-17 23:21:28 UTC

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💤
#nevent1q…prz4

2026-01-17 15:17:46 UTC

https://blossom.primal.net/33060782abf8ebee2752c752269615c65ed6d5be971cb9fc4ac04be68517b90d.jpg

2026-01-13 16:12:09 UTC

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Persian meat grinder doesn't fit the narrative
#nevent1q…uxdd

2026-01-11 18:38:21 UTC

Please. @nprofile…8ul5 can you fix it.
https://blossom.primal.net/c9992238eae144397fe8463ac48dabc1ffafc3a30c77556e44b4ac12a8f4d588.jpg

2026-01-11 17:53:42 UTC

https://blossom.primal.net/dacb03ec817f71e17a7ad1ac5cd2df1aafe36658f51f61f560e1c44e6b6bc1f7.jpg

2026-01-11 17:51:09 UTC

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Many such cases

2026-01-11 17:24:02 UTC

GM is Nikita here?

2026-01-11 16:46:14 UTC

Free Persians breaks a lot of the previous world order.
Changes most of the Middle East.
Obama would not let them have it.
They are taking it.

2026-01-11 16:07:42 UTC

Free Persuians breaks a lot of the previous world order.
Changes most of the Middle East.
Obama would let them have it.
They are taking it.

2026-01-11 01:51:57 UTC

Persia.

2026-01-11 00:44:20 UTC

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Love to see it, fuck the regime.
But this is a poster made from a lady at a parking lot in toronto.
#nevent1q…epdg

2026-01-07 04:45:45 UTC

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🤝 Continuous Innovative Animals
#nevent1q…wdk4

2026-01-05 01:05:25 UTC

https://blossom.primal.net/0e6d57798d04723a168057e990bb31422fde04d57dec36ac7c0a3b73c334f48d.jpg

2026-01-04 22:29:44 UTC

https://blossom.primal.net/1a302f75ad539cb9366a909959babc83f80a48cdb294d551e674573723cb614a.jpg

2026-01-04 18:59:07 UTC

https://blossom.primal.net/78535d323d618f7dd4eff2a0632804b8c5322b165d6feca4a1c0cba0f2b1ef82.jpg

2026-01-04 02:51:35 UTC

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Many such cases

2026-01-04 02:21:29 UTC

🌕
https://blossom.primal.net/d103f66f53db8f362bf595f54ffab2929856eb258295433968ad9bff1e9d55c2.jpg

2026-01-04 00:16:15 UTC

🌅
https://blossom.primal.net/d301e43f63b07c417a231adb676df786c283e7c4487ed58e776da98707ea6b91.jpg

2026-01-04 00:14:35 UTC

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Me
Too

2026-01-03 23:04:18 UTC

https://blossom.primal.net/fdc065495f644c0d4cb8b73397648d9576def6b9c7c9196ecc81982511fe1b3e.jpg

2026-01-03 15:33:12 UTC

https://blossom.primal.net/3f6bfb0b84d8591c8e4ce04f43a9cf77093b5502e59cdb0b738a0e7f9412f958.jpg

2026-01-02 22:25:06 UTC

X
https://blossom.primal.net/61ae6ba0d1ec579331cb1a7cf44cb076ee7757ec319bd0a5e294fa52ac205534.jpg