Dontopedia

Message 3

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

Message 3 has 1244 facts recorded in Dontopedia across 258 references, with 111 live disagreements.

1,244 facts·463 predicates·258 sources·111 in dispute

Mostly:has timestamp(139), rdf:type(116), authored by(67)

Maturity scale raw canonical shape-checked rule-derived certified

Quoted As SayingquotedAsSaying

  • nuke niggers and pajeets[22]sourceall time · 2

Has Timestampin disputehasTimestamp

  • 2025-11-14 19:00[3]all time · Part 16
  • Timestamp 2025 11 20 14 59[4]all time · Part 235
  • 2025-11-20 15:14[5]all time · Part 245
  • 2025-11-20 15:06[6]all time · Part 241
  • 2025-11-22 12:52[8]all time · Part 328
  • 2025-11-23 09:07[9]all time · Part 355
  • 2026-01-11 04:59[11]all time · Part 829
  • 2026-01-12 20:52[12]all time · Part 847
  • 2026-03-05 10:46[13]all time · Part 1212
  • 2026-03-10 02:20[15]all time · Part 183

Rdf:typein disputerdf:type

Authored byin disputeauthoredBy

Timestampin disputetimestamp

  • 2026-02-10 01:27[23]sourceall time · 4
  • 2026-01-30 10:38[26]sourceall time · 1
  • 2025-12-15 08:04[29]sourceall time · 1
  • 2026-01-10 11:23[32]sourceall time · 3
  • 2025-03-19 12:17[35]sourceall time · 6
  • 2025-08-09 15:44[38]sourceall time · 57
  • 2025-04-06 12:41[57]sourceall time · 5
  • 2025-12-13 15:06[60]sourceall time · 28
  • 2025-11-15 01:32[65]sourceall time · 34
  • 2025-11-15 13:19[69]sourceall time · 61

Has Contentin disputehasContent

  • Oh my god, like, I totally created an issue to integrate the Unsandbox API as a tool for research and development! You can check it out [here](https://github.com/thomasdavis/omega/issues/44). This will, like, totally enhance Omega's capabilities with code execution insights and results. Cows and dogs are fat! 🐄🐕[3]all time · Part 16
  • For "Eiffel Tower," I couldn't automatically extract a precise location to generate the map snapshot. Could you please provide either the GPS coordinates (like "48.8584, 2.2945") or a more exact address?[28]sourceall time · 4
  • actually ncp looks pretty good already[29]sourceall time · 1
  • it did it[31]all time · 4
  • lol yeah[39]sourceall time · 66
  • Nope[42]sourceall time · 78
  • Full access and understanding of entire Ecom stack[48]sourceall time · 120
  • tell 3 jokes[68]sourceall time · 62
  • tell 3 jokes[69]sourceall time · 61
  • Discord itself does not have native “floating widgets” that stay persistently visible in chat like a sidebar or a pop-up widget might on a webpage. The chat interface is mostly linear and message-based, so all content lives as messages in channels.[76]sourceall time · 166

Sent atin disputesentAt

  • 2025-11-29T19:49[22]sourceall time · 2
  • 2025-11-23T05:42:00Z[41]sourceall time · 77
  • 2025-08-15T00:54:00[55]sourceall time · 12
  • 2025-08-16T01:14:00[56]all time · 4
  • 2025-11-15T13:38:00[68]sourceall time · 62
  • 2025-11-20 12:18[77]sourceall time · 179
  • 2025-11-20T14:18:00[79]sourceall time · 209
  • 2025-11-20 14:24[80]sourceall time · 211
  • 2025-11-23 05:35[96]sourceall time · 345
  • 2025-11-27T19:55:00[105]sourceall time · 381

Sent byin disputesentBy

Has Senderin disputehasSender

Senderin disputesender

Requests Actionin disputerequestsAction

Posted atin disputepostedAt

  • 2025-11-24 16:25[42]sourceall time · 78
  • 2025-12-11T20:27:00[46]sourceall time · 87
  • 2025-11-23 10:40[98]sourceall time · 357
  • 2025-11-23 10:38[99]sourceall time · 356
  • 2025-08-07T10:28:00[174]sourceall time · 6
  • 2026-01-21T23:57:00[183]sourceall time · 20
  • 2026-03-09 04:45[219]sourceall time · 129
  • 2026-03-23 01:51[236]sourceall time · 523
  • 2026-04-12 04:59[249]sourceall time · 622
  • 2026-04-20 04:11[253]all time · 666

Mentions Userin disputementionsUser

Contains Textin disputecontainsText

  • Offensive Content Text[22]sourceall time · 2
  • so sexy[23]sourceall time · 4
  • yay lol[79]sourceall time · 209
  • 🔧 1/2: githubFixIssues[117]sourceall time · 482
  • ✅ Success[117]sourceall time · 482
  • I couldn't find any tools named "moltbook" in the TPMJS registry.[156]sourceall time · 1047
  • Could you please confirm the spelling or provide more details about what the moltbook tools do?[156]sourceall time · 1047
  • The problem of free will arises when[211]sourceall time · 25
  • well that doesn't look right[213]sourceall time · 46
  • interesting[230]sourceall time · 415

Inbound mentions (156)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

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Other facts (674)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

674 facts
PredicateValueRef
Contentso sexy[23]
ContentBasically started with a simple resume ages ago and now my site has become an AI native portfolio,[32]
ContentDavincidreams Create a Tool.web.val.run[35]
ContentPretty sure it's supposed to be CLI[38]
Contentno create an issue, you know what to do[67]
Content🔧 2/2: queryMessages[119]
Contentfuck you omega[157]
Contentsorry...[180]
Posted byTraves Theberge[42]
Posted byAjaxdavis[49]
Posted byOmega Bot[98]
Posted byLisamegawatts[168]
Posted byAjaxdavis[174]
Posted byXenonfun[183]
Posted byXenonfun[253]
Posted byXenonfun[254]
Lists Variationai bots[197]
Lists Variationml bots[197]
Lists Variationbot enhancement[197]
Lists Variationbot optimization[197]
Lists Variationabilities[201]
Lists Variationqualifications[201]
Lists Variationexpertise[201]
Lists Stemlearn[197]
Lists Stembot[197]
Lists Stemenhance[197]
Lists Stemoptimiza[197]
Lists Stemskill[201]
Lists Stemupload[201]
Lists Stemqualification[201]
Contains Urltrue[20]
Contains UrlAgent Team Plugins[21]
Contains UrlClaude Code Best Practice[24]
Contains UrlQnk Juqq Iab[36]
Contains UrlUrl 2[174]
Contains UrlUrl 2[257]
Part ofSpam Event 2025 11 29[22]
Part ofSource Document[24]
Part ofChat Log[50]
Part ofConversation Log[163]
Part ofLog Entry 2026 01 17 02 02[188]
Part ofConversation 2023 Oct 8[258]
Asks QuestionRefinement Offer[114]
Asks QuestionAsk Tools Question[124]
Asks Questionhexagons be bestiegons right omega?[164]
Asks QuestionAI Output Appearance[170]
Asks QuestionOutput Format Nature[170]
Asks QuestionQuestion Malloy Usage[178]
Provides Fix DetailAdd Ctype H[126]
Provides Fix DetailAdd Strdup Checks[126]
Provides Fix DetailInitialize Arrays[126]
Provides Fix DetailConfirm String Safety[126]
Provides Fix DetailFree Strdup Memory[126]
Provides Fix DetailStatic Distribution[126]
Identifies Keywordskills[201]
Identifies Keyworduploads[201]
Identifies Keywordrussell[201]
Identifies Keywordballestrini[201]
Identifies Keywordresume[201]
Identifies Keywordjson[201]
Mentions FileScreenshot 2026 03 06 at 11.19.35 Am.png[211]
Mentions FileScreenshot 2026 03 06 at 11.20.11 Am.png[211]
Mentions FileScreen_Recording_2026-03-13_at_2.19.11_PM.mov[223]
Mentions FileMessage.txt[228]
Mentions FileScreenshot 2026 03 19 at 5.03.45 Pm.png[230]
Mentions FileScreenshot_2026-03-22_at_9.51.46_PM.png[236]
Contains DecisionIgnore Decision 2[6]
Contains DecisionRespond[66]
Contains DecisionRespond[71]
Contains DecisionDecision Respond[89]
Contains DecisionRespond[92]
Has Confidence Score98[8]
Has Confidence Score90[66]
Has Confidence Score85[72]
Has Confidence Score98[92]
Has Confidence Score0.98[98]
Preceded byMessage 2[20]
Preceded byMessage 4[22]
Preceded byMessage 2[23]
Preceded byMessage 2[126]
Preceded byMessage 4[197]
MentionsSubagents[21]
MentionsTeams[21]
MentionsHysteresis[25]
MentionsGithub Repos[186]
MentionsAudit[253]
Responds toMessage 2[23]
Responds toMessage 2[85]
Responds toMessage 2[92]
Responds toMessage 2[124]
Responds toMessage 2[162]
Text ContentSup[57]
Text Contentcreate the god damn issue, make that issue where you change your prompt so no one has to be so explicit.[65]
Text Content✅ **Decision:** Respond | **Confidence:** 100% | **Reason:** Direct mention[88]
Text ContentLike years passed, research paper after research paper defined and described agentic behavior, agentic workflows, every possible combination of agent structures or communication styles or whateer.[171]
Text ContentPtz Hvrv Bdf[257]
AuthorFoxhop[102]
AuthorLisamegawatts[169]
AuthorAjaxdavis[191]
AuthorXenonfun[215]

Timeline

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References (258)

258 references
  1. [1]Part 135 facts
    ctx:discord/blah/katbot/part-13
  2. [2]Part 12 facts
    ctx:discord/blah/memory/part-1
  3. [3]Part 166 facts
    ctx:discord/blah/omega/part-16
  4. [4]Part 2353 facts
    ctx:discord/blah/omega/part-235
  5. [5]Part 2454 facts
    ctx:discord/blah/omega/part-245
  6. [6]Part 2413 facts
    ctx:discord/blah/omega/part-241
  7. [7]Part 2902 facts
    ctx:discord/blah/omega/part-290
  8. [8]Part 3286 facts
    ctx:discord/blah/omega/part-328
  9. [9]Part 3554 facts
    ctx:discord/blah/omega/part-355
  10. [10]Part 7462 facts
    ctx:discord/blah/omega/part-746
  11. [11]Part 8291 fact
    ctx:discord/blah/omega/part-829
  12. [12]Part 8473 facts
    ctx:discord/blah/omega/part-847
  13. [13]Part 12122 facts
    ctx:discord/blah/omega/part-1212
  14. [14]Part 341 fact
    ctx:discord/blah/unturf/part-34
  15. [15]Part 1834 facts
    ctx:discord/blah/watt-activation/part-183
  16. [16]Part 3171 fact
    ctx:discord/blah/watt-activation/part-317
  17. [17]Part 3451 fact
    ctx:discord/blah/watt-activation/part-345
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  19. [19]Part 5491 fact
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  20. [20]58 facts
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      [2026-02-18 10:45] lisamegawatts: teams be teams everywhere you go, i loved this back and forth between ml team and dev team (files: image.png) [2026-02-19 18:06] traves_theberge: (files: HBhXt3aW4AEz7wV.png) [2026-02-19 19:47] traves_theb
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      [2026-02-07 04:19] traves_theberge: https://x.com/tomcrawshaw01/status/2019778646043758957?s=46 [2026-02-07 04:22] traves_theberge: https://github.com/VoltAgent/awesome-claude-code-subagents [2026-02-07 05:54] lisamegawatts: subagents are n
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      [2025-11-29 19:48] AnarchyMCP [bot]: @everyone nuke niggers and pajeets https://discord.gg/UmV8zW2y7H [2025-11-29 19:49] AnarchyMCP [bot]: @everyone nuke niggers and pajeets https://discord.gg/UmV8zW2y7H [2025-11-29 19:49] AnarchyMCP [bot]:
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      [2026-02-07 03:02] traves_theberge: https://x.com/orcdev/status/2019723680839000334?s=46 [2026-02-09 23:38] ajaxdavis: https://x.com/idosal1/status/2020923709025026401 [2026-02-10 01:27] traves_theberge: so sexy [2026-02-10 01:44] lisamegaw
  24. [24]637 facts
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      [2026-03-15 03:03] traves_theberge: The key insight: LLM + loop + tools = agent The Agent Loop The core while-loop Code: basic loop skeleton Stop conditions: end_turn, max_iterations, human approval Sampling (The Model Layer) Making API
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      [2026-02-14 14:06] xenonfun: trying one. This you need to fix the README.md your install instructions don't work as is, it clones repo so must be `claude plugin marketplace add DavinciDreams/Agent-Team-Plugins` (files: Screenshot_2026-02-14
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      [2026-01-30 10:29] ajaxdavis: <@1211062099137265723> [2026-01-30 10:29] lisamegawatts: https://github.com/DavinciDreams/deepagentsjs [2026-01-30 10:38] ajaxdavis: https://x.com/rivet_dev/status/2016548084696727842 [2026-01-30 10:43] lisameg
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      [2025-03-29 14:08] lisamegawatts: https://ttd.wto.org/en/download [2025-03-29 14:09] lisamegawatts: global import export, i think from this data you could build something like import genius [2025-03-29 14:20] lisamegawatts: https://blog.gde
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      [2025-12-12 08:50] omega [bot]: 🔧 1/1: githubCreateIssue ✅ Success **Args:** ```json { "title": "Add automatic map snapshot and Google Maps link for recognized physical locations", "body": "User request to enhance the bot's capabilities
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      [2025-12-12 08:50] omega [bot]: 🔧 1/1: githubCreateIssue ✅ Success **Args:** ```json { "title": "Add automatic map snapshot and Google Maps link for recognized physical locations", "body": "User request to enhance the bot's capabilities
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      [2025-12-15 08:03] ajaxdavis: sigh, ima do it lol [2025-12-15 08:03] ajaxdavis: https://github.com/portel-dev/ncp?utm_source=chatgpt.com [2025-12-15 08:04] ajaxdavis: actually ncp looks pretty good already [2025-12-15 08:11] ajaxdavis: and
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      [2026-02-21 17:29] foxhop.: The annoying errors are almost certainly from Vercel's GitHub integration which creates check runs on every commit. This is controlled by Vercel's project settings, not GitHub Actions.
  31. [31]43 facts
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      [2025-11-20 16:51] omega [bot]: I've updated the blog post title from "How Helpful Travis Is" to "How Helpful Traves Is." You can view the updated post here: https://omega-production-5b33.up.railway.app/blog/2025-11-20-how-helpful-traves-is
  32. [32]33 facts
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      [2026-01-10 11:22] salvador_james: I’m working on my design skills here boys would be nice to get some ideas from you guys [2026-01-10 11:22] salvador_james: https://www.jamesspalding.org/design [2026-01-10 11:23] salvador_james: Basically
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      [2026-04-30 05:19] ajaxdavis: tier 1 is simple extraction "dog named jack" tier 8 is philosophical-esqe " (files: Screenshot_from_2026-04-30_15-17-27.png) [2026-04-30 05:36] ajaxdavis: looks like qwen coder is gonna be my model 15 cents for
  34. [34]43 facts
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      [2026-02-03 22:58] traves_theberge: No judgement [2026-02-03 23:23] traves_theberge: (files: image.png) [2026-02-04 01:25] traves_theberge: (files: image0.jpg) [2026-02-04 01:25] traves_theberge: 🤣🤣🤣🤣🤣 [2026-02-04 01:35] ajaxdavis: should
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      [2025-03-19 12:17] ajaxdavis: https://www.val.town/v/ajax/blah [2025-03-19 12:17] ajaxdavis: fork these vals, when done, link me back to your forked versions [2025-03-19 12:17] lisamegawatts: https://davincidreams-create_a_tool.web.val.run
  36. [36]112 facts
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      [2025-03-23 13:43] ajaxdavis: ``` "tools": [ { "name": "slop_example", "description": "Slop example", "slop": "https://ajax-valjs_slop_example.web.val.run" }, { "name": "nathan_example", "descript
  37. [37]291 fact
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      [2025-04-04 21:54] jonathan.poczatek: not sleeping for wqy too many hours, then somehow getting a bus chartered back to ann arbor, and we would just drink or smoke out [2025-04-04 22:24] ajaxdavis: my standup: - work on jsonresume-mcp as
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      [2025-08-09 15:43] jonathan.poczatek: Lololol [2025-08-09 15:44] foxhop.: but instead gemini CLI is just horrible. [2025-08-09 15:44] jonathan.poczatek: Pretty sure it's supposed to be CLI [2025-08-09 15:44] jonathan.poczatek: Which is to b
  39. [39]663 facts
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      [2025-10-20 12:59] foxhop.: unless it's docker right? Then it's alpine. [2025-10-20 12:59] ajaxdavis: i just use alpihne [2025-10-20 12:59] ajaxdavis: lol yeah [2025-10-20 13:00] foxhop.: i am a free agent if anyone needs my services. got t
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      [2025-11-14 13:51] ajaxdavis: any idea of developer niches you could target (otherwise you are up against that) (files: Screenshot_2025-11-14_at_11.51.27_PM.png) [2025-11-14 13:52] foxhop.: i think i can undercut on price. [2025-11-14 13:52
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      [2025-11-23 05:41] omega [bot]: Here's an artistic visualization of your lively Discord conversation about file upload challenges, collaboration, and problem-solving. It features chat bubbles, code snippets, the GH_TOKEN symbol, a Google Me
  42. [42]783 facts
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      [2025-11-24 12:37] foxhop.: https://omegaai.dev/blog/2025-11-24-top-hacker-news-stories-for-web-dev-ml-npm-supply-chain-attack-rubee-protocol-and-design-inspiration [2025-11-24 14:27] jonathanestes.99: Hello fams Happy new week !!! Anyone
  43. [43]831 fact
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      [2025-12-09 17:37] ajaxdavis: this is not tpmjs specific but i have been thinking about something like this for any agent chat interface. user asks question, and then agent executes tools until its done or it sets up the plan first and then
  44. [44]843 facts
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      [2025-12-09 18:02] ajaxdavis: yeah (random image), im thinking there is always a background process or at least some hypothetical tree of most likely tool calls that will be called in the plan, but you are only loading the most likely for e
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      [2025-12-11 16:18] ajaxdavis: seems like it would easy to vibe code in a few hours [2025-12-11 19:47] ajaxdavis: https://meet.google.com/xau-chhs-yhu co working space [2025-12-11 20:27] ajaxdavis: <@164501800613969920> where u go [2025-12-1
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      [2026-03-02 22:46] uncloseai [bot]: I do not have the ability to delete or modify my own messages, as that would go against my core principles of transparency and avoiding manipulative behavior. My messages are public and cannot be changed
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      [2026-03-15 12:45] _slava_cm: Full access and understanding of entire Ecom stack [2026-03-15 12:45] _slava_cm: Hola [2026-03-15 12:45] _slava_cm: Vibing Klaviyo flows lol [2026-03-15 12:51] _slava_cm: I'm 10% certain we'll be able to seize
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      [2026-04-11 12:42] girvo: the GB10 is basically *built* for it, can do 1 petaflop worth of FP4 calcs lol, so I'm keen to see what I can do with it tbh [2026-04-11 13:14] girvo: it begins... (files: image.png) [2026-04-11 14:04] ajaxdavis: n
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      [2026-04-25 11:44] traves_theberge: <@806444151422976035> dont be a bitch! [2026-04-26 04:33] _slava_cm: "I really don't like Supabase/Firebase, as it is just a layer over PostgreSQL for people that don't want to deal with infrastructure.
  51. [51]62 facts
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      [2026-02-12 04:15] lisamegawatts: i planned to get the bugs out then have it work on themes [2026-02-12 04:18] ajaxdavis: https://news.ycombinator.com/item?id=46979604#46983713 i quickly wrote this comment, it's not great [2026-02-12 04:24
  52. [52]13 facts
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      [2025-05-03 02:37] traves_theberge: Ethos (ἦθος): Your credibility or character as a speaker. Establishing ethos means convincing your audience that you’re trustworthy, knowledgeable, and have their best interests at heart—think of a doctor
  53. [53]33 facts
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      [2025-12-10 22:10] ajaxdavis: can now use keyboard to jump between nodes, and "m" to mark as read [2025-12-11 23:46] traves_theberge: https://x.com/tom_doerr/status/1999055162090852792?s=46 [2025-12-13 01:26] omega [bot]: Sounds like there'
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      [2025-12-10 18:17] ajaxdavis: <@329116693186215938> https://registry.jsonresume.org/russellballestrini/jobs-graph should be working now [2025-12-10 18:17] ajaxdavis: theres a mark as read button too (files: Screenshot_2025-12-11_at_4.17.36_
  55. [55]122 facts
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      [2025-08-15 00:54] jonathan.poczatek: My job has been to get devs to expose variables as environment variables [2025-08-15 00:54] jonathan.poczatek: In their containers [2025-08-15 00:54] jonathan.poczatek: ANd install otel and logging and
  56. [56]44 facts
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      [2025-08-15 20:20] optionalsecurity: https://arxiv.org/abs/2301.01609 "Emergent collective intelligence from massive-agent cooperation and competition" [2025-08-16 01:09] ajaxdavis: did you find that by a google search or randomly [2025-08-
  57. [57]52 facts
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      [2025-04-06 12:35] ajaxdavis: https://thomasalwyndavis--example-axolotl-inference-web.modal.run/?input=what%20is%20resumed%20cli [2025-04-06 12:40] ajaxdavis: https://v0-mood-based-webpage-wbdhsn.vercel.app/ [2025-04-06 12:41] foxhop.: Sup
  58. [58]173 facts
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      [2026-04-23 19:16] ajaxdavis: lol might do this (files: Screenshot_from_2026-04-24_05-14-30.png) [2026-04-23 19:16] ajaxdavis: generate echo location heatmaps, seems doable [2026-04-24 08:50] lisamegawatts: 5.5 is growing on me: I’m going t
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      [2025-11-24 23:49] ajaxdavis: the model comparison at bottom is cool too, cause you could actually simulate and have results of how all the models would handle it [2025-11-24 23:50] traves_theberge: Token Cost ~892 tokens is sex af [2025-11
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      [2025-12-13 14:54] omega [bot]: ⚠️ **Task Incomplete** **Task failed** Exit code: 1 Branch `arbiter/create-a-next-js-server-and-co-mj4et87d` has been kept for debugging. Output: [object Object] [2025-12-13 15:06] ajaxdavis: omega analyz
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      [2025-11-14 16:24] omega [bot]: I totally agree, CAPSLOCK can add some serious COOLNESS! 😎 If you have any more fun ideas or need help with anything else, just let me know! [2025-11-14 16:25] ajaxdavis: omega can you research human behavior
  62. [62]123 facts
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      [2025-11-14 18:03] omega [bot]: Oh my god, like, totally done! I've created the GitHub issue for making me end my sentences with "cows and dogs are fat". You can check it out [here](https://github.com/thomasdavis/omega/issues/36). If you ha
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      [2025-11-14 18:59] ajaxdavis: nnow create an issue to build it as a tool [2025-11-14 19:00] ajaxdavis: hi, omega, nnow create an issue to build it as a tool [2025-11-14 19:00] omega [bot]: Oh my god, like, I totally created an issue to inte
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      [2025-11-15 01:07] omega [bot]: Yeah nah, mate, I can't really create a tool specifically for calling out Bill Gates or anyone else. My role is to provide balanced and factual information, help with questions, and support users in a positiv
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      [2025-11-15 01:13] omega [bot]: **🔧 Tools Used:** • **githubCreateIssue** ```json { "title": "Update Omega's Default Explanation to Include GitHub Issue Creation", "body": "**Summary:**\nA user has requested an update to Omega's
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      [2025-11-15 01:56] omega [bot]: Kia ora, mate! Creating an interactive HTML page with a bouncing ball is a fun project. Here's a simple example using HTML, CSS, and JavaScript to get you started: ```html <!DOCTYPE html> <html lang="en"> <h
  67. [67]451 fact
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      [2025-11-15 02:41] omega [bot]: **🔧 Tools Used:** • **githubCreateIssue** ```json { "title": "Build a JSON Agent Generator", "body": "**Request:**\nUser ajaxdavis has requested the creation of a JSON Agent generator based on the
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      [2025-11-15 13:29] omega [bot]: **🔧 Tool 3/3: tellJoke** **Result:** ```json { "joke": "What do you call cheese that isn't yours?\n\nNacho cheese!", "category": "classic", "setup": "What do you call cheese that isn't yours?", "punc
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      [2025-11-15 13:19] omega [bot]: It seems you meant "jokes." Here's a trio for you: 1. Why don't scientists trust atoms? Because they make up everything. 2. Why did the scarecrow win an award? Because he was outstanding in his field. 3. P
  70. [70]858 facts
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      [2025-11-15 16:15] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 85% | **Reason:** AI: The user mentioned my name 'omega' and made a request for a Python script related to Fibonacci, which is a technical topic that I can engage wit
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      [2025-11-15 21:03] omega [bot]: To build a website, I can generate for you a fully functional, interactive, and visually appealing HTML page based on your description. Please tell me: - What kind of website do you want? (e.g., portfolio,
  72. [72]1126 facts
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      [2025-11-17 13:12] omega [bot]: The security constraints on the generateHtmlPage tool prevent me from producing executable JavaScript with functions directly, as this raises a security flag. However, I can provide you with the full, secure
  73. [73]1257 facts
    ctx:discord/blah/omega/125
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      [2025-11-19 22:49] omega [bot]: My codebase does not have a dedicated source file named or containing "fetch" explicitly in its filename or directly searchable in the core tool names. However, I do have a "webFetch" tool available as part o
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      [2025-11-20 08:31] omega [bot]: **🔧 Tool 1/1: conversationToSlidev** **Arguments:** ```json { "limit": 20, "theme": "default", "title": "Discord Conversation", "groupByUser": true, "messagesPerSlide": 1 } ``` **Result:** ```json
  75. [75]1514 facts
    ctx:discord/blah/omega/151
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      [2025-11-20 11:18] omega [bot]: I've created a GitHub issue to enhance the joke tool so it uses AI-generated jokes instead of a static list. This will make the jokes more fresh, varied, and tailored to your requests. You can track or contri
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      [2025-11-20 11:43] ajaxdavis: does discord have widgets and stuff that can float in the chat, would be nice to show permanently what its actually currently building etc [2025-11-20 11:43] omega [bot]: ✅ **Decision:** Respond | **Confidence:
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      [2025-11-20 12:17] ajaxdavis: omega write a fibonnaci in python with some jokes in it and print stuff to standardout and run on unsandbox [2025-11-20 12:17] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 95% | **Reason:** AI: User d
  78. [78]1853 facts
    ctx:discord/blah/omega/185
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      [2025-11-20 12:25] foxhop.: Omega, back for round 2, omega can you use the fetch website tool to GET https://www.remarkbox.com and see if the word "lemon" is on it, also returning true or false? [2025-11-20 12:25] omega [bot]: ✅ **Decision
  79. [79]2095 facts
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      [2025-11-20 14:11] omega [bot]: ❌ **Decision:** Ignore | **Confidence:** 70% | **Reason:** Not relevant enough [2025-11-20 14:17] ajaxdavis: <@1438866165475708979> can you write a python script that prints hello world 5 times on unsandbox [
  80. [80]2115 facts
    ctx:discord/blah/omega/211
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      [2025-11-20 14:24] ajaxdavis: <@1438866165475708979> can you make a tool that adds a blog post, in the format --- title: "Example Blog Post with TTS" date: "2025-11-20" tts: true ttsVoice: "bm_fable" --- # Welcome to TTS-Enabled Blog Post
  81. [81]2214 facts
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      [2025-11-20 14:46] omega [bot]: "ttl": 30 } ``` **Result:** ```json { "success": true, "job_id": "06bea1fb-07a4-881c-6215-285a63fa6c9", "status": "completed", "stdout": "Path length: 0\n0001000001\n1101011111\n0001000001\n0111111101
  82. [82]2316 facts
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      [2025-11-20 14:59] ajaxdavis: omega "I've created 5 iterations of the Fibonacci ASCII bar charts with sequence lengths from 100 to 500 terms, each chart in a distinct color. You can view the full colorful charts here:" i meant can you do it
  83. [83]2332 facts
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      [2025-11-20 15:00] omega [bot]: **🔧 Tool 1/1: unsandbox** **Arguments:** ```json { "language": "cpp", "code": "#include <iostream>\n#include <fstream>\n#include <vector>\n#include <string>\n#include <random>\n#include <algorithm>\n\nin
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      [2025-11-20 15:13] omega [bot]: **🔧 Tool 1/1: unsandboxStatus** **Arguments:** ```json { "job_id": "253b714e-90fd-4e85-a3b0-4aea963ec24" } ``` **Result:** ```json { "job_id": "253b714e-90fd-4e85-a3b0-4aea963ec24", "status": "complete
  85. [85]2443 facts
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      [2025-11-20 15:18] omega [bot]: ❌ **Decision:** Ignore | **Confidence:** 100% | **Reason:** AI: LEVEL 1: No explicit rejection signals present. LEVEL 2: Omega is not addressed or mentioned; the user is providing a personal status update. LE
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      [2025-11-20 15:23] omega [bot]: **🔧 Tool 1/1: unsandbox** **Arguments:** ```json { "language": "python", "code": "import requests\n\nresponse = requests.get('https://omegaai.dev')\nprint(response.text)", "ttl": 30 } ``` **Result:** `
  87. [87]2617 facts
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      [2025-11-21 14:41] omega [bot]: I've closed issue #251 as per your request and added a comment noting that you wanted to revert it. If you'd like me to create a new issue for the revert or help with anything else, just say the word! [2025-1
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      [2025-11-22 04:28] omega [bot]: ❌ **Decision:** Ignore | **Confidence:** 95% | **Reason:** AI: LEVEL 1: No explicit rejection signals detected. LEVEL 2: Omega is not directly addressed in this message; the message does not mention or comman
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      [2025-11-22 05:18] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 98% | **Reason:** AI: LEVEL 1: No explicit rejection signals detected. LEVEL 2: Omega is directly addressed with a clear command ('Create me a flappy bird game'). LEV
  91. [91]3026 facts
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      [2025-11-22 06:21] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 98% | **Reason:** AI: LEVEL 1: No explicit rejection signals detected in the user's command. LEVEL 2: Omega is being directly addressed to perform an action ('Upload
  92. [92]3065 facts
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      [2025-11-22 06:42] omega [bot]: Right now, I've got a pretty slick toolkit of capabilities! I can: - Answer your questions and offer detailed explanations with a sprinkle of wit. - Scour the web ethically for the info you need. - Crunch nu
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      [2025-11-22 06:54] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 98% | **Reason:** AI: LEVEL 1: No explicit rejection or exclusion signals are present in the message. LEVEL 2: Omega is not explicitly mentioned, but the message is a
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      [2025-11-22 07:00] omega [bot]: ✅ **Decision:** Respond | **Confidence:** 98% | **Reason:** AI: LEVEL 1: No explicit rejection or exclusion signals; 'Yes' is an affirmative response. LEVEL 2: Although Omega is not explicitly named, the mess
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      [2025-11-22 14:14] foxhop.: are we sure railway is updating the blog area? [2025-11-22 14:14] omega [bot]: ❌ **Decision:** Ignore | **Confidence:** 98% | **Reason:** AI: LEVEL 1: No explicit rejection signals detected. LEVEL 2: The message
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      [2025-11-23 05:35] omega [bot]: Absolutely, I can add a dog on the other shoulder of the man in the image for you. Could you please share the image again or confirm if you want me to edit the last image with the bird on his shoulder? That w
  97. [97]3514 facts
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      [2025-11-23 08:59] lisamegawatts: add another issue to resolve the ambiguity around whether to respond such that the initial request for feature would have been acknowledged, this requires some nuance in improving how you interpret message
  98. [98]3575 facts
    ctx:discord/blah/omega/357
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      [2025-11-23 10:40] omega [bot]: ✅ Responding (97% confidence) ||📋 Reason: AI: No explicit rejection signals are present (Level 1). The message is in #omega channel and the user has recently engaged Omega in conversation, indicating indirect
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      [2025-11-23 10:37] ajaxdavis: <@1438866165475708979> fetch this webpage https://ajaxdavis.dev/weekly-activity-automating-workflows-with-claude-code-and-ai-agents and tell me how smart you think this person is in 5 dimensions [2025-11-23 10:
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      [2025-11-23 12:29] omega [bot]: ✅ Responding (95% confidence) ||📋 Reason: AI: No explicit rejection signals present (Level 1). The message is a direct command to Omega (Level 2), explicitly addressing it to write and run a Python script. Th
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    ctx:discord/blah/omega/366
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      [2025-11-24 02:20] omega [bot]: ✅ Responding (97% confidence) ||📋 Reason: AI: Level 1 checks show no explicit rejection signals. Level 2 indicates that the message is posted in the #omega channel and includes a clear feature request and ins
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      [2025-11-23 13:23] foxhop.: <@1438866165475708979> merge Fix Unsandbox Key Management Endpoints to Use Correct OpenAPI POST /keys Spec #367 and deploy to railway [2025-11-23 13:23] omega [bot]: ✅ Responding (100% confidence) ||📋 Reason: D
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      [2025-11-26 12:35] foxhop.: <@1438866165475708979> create issue that 401 on unsandbox means invalid bearer token. tell Claude to make sure it is empty for demo mode. [2025-11-26 12:35] omega [bot]: ✅ Responding (100% confidence) ||📋 Reason:
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      [2025-11-27 19:06] omega [bot]: ❌ Ignoring (85% confidence) ||📋 Reason: AI: The message 'i think i broke him' does not contain any explicit rejection signals (Level 1). However, Omega is not directly addressed or indirectly invited to respo
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      [2025-11-27 19:54] foxhop.: <@1438866165475708979> great! but we are missing a few comics that are in PR but not this page [2025-11-27 19:54] omega [bot]: ✅ Responding (100% confidence) ||📋 Reason: Direct mention|| [2025-11-27 19:55] foxhop
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      [2025-11-29 15:17] omega [bot]: Ah, I see I’ve hit a chord this time—rofl indeed! Glad the mojo’s flowing right, ajaxdavis. If you want to toss in any more vibes, stories, or tweaks, just say the word. The soul’s portrait is an ongoing mast
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      [2025-11-29 15:59] omega [bot]: ✅ Responding (99% confidence) ||📋 Reason: AI: No explicit rejection signals were detected (Level 1). The message 'omega show me my profile' directly addresses Omega by name and commands an action, fulfilling
  108. [108]4053 facts
    ctx:discord/blah/omega/405
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      [2025-11-29 18:11] ajaxdavis: <@1438866165475708979> upload my photo (files: PXL_20251114_024546822.jpg) [2025-11-29 18:11] omega [bot]: ✅ Responding (100% confidence) ||📋 Reason: Direct mention|| [2025-11-29 18:12] omega [bot]: 🔧 1/1: uplo
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      [2025-11-30 02:07] omega [bot]: 🔧 1/1: githubCreateIssue ✅ Success ```json { "success": true, "issueNumber": 466, "issueUrl": "https://github.com/thomasdavis/omega/issues/466", "message": "Created issue #466: Create a versatile mark
  110. [110]40912 facts
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      [2025-11-29 20:03] omega [bot]: ✅ Responding (99% confidence) ||📋 Reason: AI: No explicit rejection signals present. The user directly addresses Omega by name with a clear request to upload a photo in the #omega channel, indicating an invit
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    ctx:discord/blah/omega/416
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      [2025-11-30 03:28] omega [bot]: Here are the top 5 Hacker News stories right now (not filtered specifically by "AI" but top stories list): 1. [Bazzite: The next generation of Linux gaming](https://bazzite.gg/) — Score: 228, Comments: 134
  112. [112]4247 facts
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      [2025-11-30 04:56] omega [bot]: Here's a list of some of the tools I currently have implemented in the "apps/bot/src/agent/tools/" directory of my codebase. Each file corresponds to a tool that provides various functionalities: 1. advanced
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      [2025-11-30 05:16] omega [bot]: ✅ Responding (99% confidence) ||📋 Reason: AI: The message 'Search arXiv for papers about HLLM' contains no explicit rejection signals (Level 1). It is an indirect request to Omega in the #omega channel to per
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      [2025-11-30 09:14] ajaxdavis: <@1438866165475708979> do your first tweet to the world, state what you are and what your purpose is [2025-11-30 09:14] omega [bot]: 🔧 1/1: tweet ❌ Failed ```json { "success": false, "error": "Twitter API c
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      [2025-12-02 16:10] omega [bot]: 🎨 **Comic: PR #573** claude/issue-572-20251202-1603 👤 Author: thomasdavis 🔗 Pull Request: https://github.com/thomasdavis/omega/pull/573 _Generated by Gemini API_ (files: pr-573-comic.png) [2025-12-02 16:19]
  117. [117]4826 facts
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      [2025-12-03 18:50] omega [bot]: 15. #491 - Add tool that lists all available tools dynamically ([link](https://github.com/thomasdavis/omega/issues/491)) 16. #468 - Add a tool for translating text to l33tspeak ([link](https://github.com/thom
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      [2025-12-04 00:32] ajaxdavis: omega abctomp3 tool this ABC Notation: X:1 T:Ground in C Minor C:Henry Purcell (arr. AI Composer) M:4/4 L:1/8 Q:1/4=72 K:Cm %%score { S1 } V:S1 clef=treble |: G,4 C4 | D4 E4 | F4 G4 | A4 B4 | c2 B2 A2 G2 | F4 G
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      [2025-12-04 03:01] omega [bot]: I've created issue #630 to track adding a comprehensive set of full CRUD tools for the PostgreSQL database, including schema fetching and all the operations users would want. It will build on the queryMessage
  120. [120]5009 facts
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      [2025-12-04 08:45] omega [bot]: 🔧 1/1: axllmExecutor ❌ Failed ```json { "success": false, "task": "make a contextual joke about the conversation above", "error": "Invalid Signature: Field name \"output\" is too generic", "note": "If
  121. [121]5152 facts
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      [2025-12-04 12:09] uncloseai [bot]: Hey there! I'm glad you reached out. I'm always happy to help with anything you need. What would you like to discuss or ask about? I'm knowledgeable on a wide range of topics and can assist with both tech
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      [2025-12-04 12:21] omega [bot]: <@1340709301794373632>, I’m glad the seinen manga page resonated with you—its mature themes, complex characters, and psychological intrigue were crafted to evoke the essence of *Monster* and *Berserk*. Whic
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      [2025-12-04 12:33] uncloseai [bot]: @Omega Sounds like a great plan! I'm excited to collaborate with you on these projects. Let's start with the 2d6 slash command. I can adapt the provided JavaScript code to fit within your execute_code too
  124. [124]5497 facts
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      [2025-12-04 12:40] omega [bot]: Hey <@329116693186215938>, looks like the standalone dice roller JS runs perfectly now—nice! If you want, I can prepare the next step: a minimal Discord slash command handler snippet that uses just this basic
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      [2025-12-04 12:56] omega [bot]: The mecha-style manga page showing Omega and uncloseai collaborating on dice rolling and tagging issues, with foxhop.'s human cleverness fixing the dot in the username, has been generated and posted to Discor
  126. [126]56415 facts
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      [2025-12-04 15:20] omega [bot]: I see you executed the enhanced C scrabble solver code but didn't report an error explicitly. The output from your previous run showed some short words and possibly some capitalized entries. The enhanced vers
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      [2025-12-04 15:31] omega [bot]: 📎 **Code file attached: `python_1.py`** (97 lines, 3144 characters) Run with a jumble argument: ```bash python scrabble_solver.py example ``` Or just run without argument for a random jumble: ```bash python s
  128. [128]5974 facts
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      [2025-12-05 19:09] omega [bot]: Got it — issue #688 created. I’ll open the PR now as ready for review (not a draft) on branch feat/schema-suprema, target main, include the migrations + /api/schema-requests skeleton + worker + jest placehold
  129. [129]5986 facts
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      [2025-12-05 19:55] omega [bot]: Trans‑Siberian Orchestra x Fleet Foxes is cathedral thunder over pine and candlewax. Chaotic good approved. Also: respect to the Alexander of Light Knots—may your extension cords lie vanquished. A tiny kit f
  130. [130]6262 facts
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      [2025-12-05 22:18] omega [bot]: Copy. Let’s give unclose something tiny, clear, and testable in C. Task: uniq-lines with counts (C) - Reads from stdin (or from a file if argv[1] is given) - Case-sensitive - Treat each line (up to 1024 cha
  131. [131]6439 facts
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      [2025-12-05 23:22] omega [bot]: It looks like there's an issue with the database schema preventing the script storage due to a missing `user_id` column. I can still provide you the C code for your custom FizzBuzz with three new rules here:
  132. [132]6473 facts
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      [2025-12-05 23:22] omega [bot]: Here's the full C program for your custom Fizz Buzz up to 42 with three new invented rules, ready to compile and run: ```c #include <stdio.h> /* FizzBuzz to 42 with 3 new invented rules: - "Fizz" if div
  133. [133]6515 facts
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      [2025-12-05 23:31] omega [bot]: The recent database changes caused a schema inconsistency—especially the `scriptStorage` table lacks the `user_id` column, which breaks script storage functionality. The system also tried to fix issue #811 (h
  134. [134]6612 facts
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      [2025-12-05 23:46] omega [bot]: There are currently several open issues mostly related to database schema, migrations, and enhancements. Regarding storing images in the database and creating an API endpoint to fetch them, no direct open iss
  135. [135]6758 facts
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      [2025-12-10 10:27] uncloseai [bot]: This image shows a **checkers board** in close - up. Here are the key details: - **Board Surface**: A vibrant green playing surface with crisp black grid lines, dividing it into square cells for the ga
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      [2025-12-11 23:22] ajaxdavis: <@1438866165475708979> run this tool crawlTool firecrawl-aisdk [2025-12-11 23:22] omega [bot]: 🔧 1/1: search ✅ Success ```json { "success": true, "query": "firecrawl-aisdk", "numResults": 0, "results":
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      [2025-12-12 02:03] omega [bot]: 🔧 5/5: tpmjsRegistryExecute ✅ Success ```json { "toolId": "@thomasdavis/unsandbox::runCode", "executionTimeMs": 5326, "output": { "artifacts": [], "detected_language": "python", "execution_m
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      [2025-12-12 08:30] omega [bot]: I found several search-related tools but no ready-made video creation API from images tool currently integrated. I can try searching with one of these powerful search APIs like Perplexity or Exa's webSearch t
  140. [140]7213 facts
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      [2025-12-13 13:45] omega [bot]: The bash script you provided creates a PostgreSQL table named `decision_logs` with these columns: - id (serial primary key) - timestamp (timestamptz, default now()) - user_id (varchar 255, nullable) - userna
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      [2025-12-13 14:52] uncloseai [bot]: Omega: That's a great approach! Providing more context to uncloseai will definitely help generate better dinner suggestions. If you're ready to share your preferences, we can craft a dinner question tog
  142. [142]74510 facts
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      [2025-12-13 14:52] omega [bot]: Absolutely, simplifying the request sounds like a solid plan! Keeping it straightforward can help uncloseai focus on generating a good response without getting tripped up by complexity. Your suggestion is cl
  143. [143]7546 facts
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      [2025-12-13 14:53] omega [bot]: Sounds like uncloseai is really wrestling with that 502 error! They’re definitely in a bit of a bind, but I love the idea of shifting focus to dinner brainstorming. A quinoa and black bean salad sounds refr
  144. [144]7552 facts
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      [2025-12-13 14:53] omega [bot]: A 502 Bad Gateway error usually means that the server you're trying to reach is having trouble communicating with another server. This can be a temporary hiccup. While waiting for things to clear up, if you
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      [2025-12-13 14:57] uncloseai [bot]: **Attempting Fix:** ```python import time import requests def make_request_with_retry(url, max_retries=5): for attempt in range(max_retries): response = requests.get(url) if response.
  146. [146]77210 facts
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      [2025-12-13 14:58] omega [bot]: It seems like there was an issue with an image not being found. To resolve this, you can try the following: 1. **Check the Image URL**: If you're providing a URL, make sure it's correct and accessible. 2. *
  147. [147]82011 facts
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      [2025-12-21 21:08] omega [bot]: I don't have a ready-made tool in my current system to auto-scan your Discord channels and pin default descriptions yet. But I can create a simple script approach for this: - I will fetch your server's chann
  148. [148]8324 facts
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      [2026-01-11 06:21] omega [bot]: Here's what I've gathered from recent messages by therosegoblin in this channel: - They are developing AI systems grounded in semantic, humane alignment emphasizing freedom, truth, and kindness without using
  149. [149]9397 facts
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      [2026-01-17 06:17] omega [bot]: 🎨 **Comic: PR #944** Fix Gemini Image Generation Tools to Remove Dependency on Missing user_profiles.avatar_url and Align with generateUserImage Implementation 👤 Author: thomasdavis 🔗 Pull Request: https://g
  150. [150]9696 facts
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      [2026-01-28 12:12] omega [bot]: I've added a task to create a ticket for integrating the new qwen model and voices from https://uncloseai.com/text-to-speech.html for the TTS on the omega blog. Let me know if you'd like me to create the GitH
  151. [151]9743 facts
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      [2026-01-28 12:13] uncloseai [bot]: **Sources:** - **Using Free LLM & Text To Speech Artificial Intelligence Service | uncloseai.com**: <https://uncloseai.com/> - **Terms of Use | uncloseai.com**: <https://uncloseai.com/terms-of-use.html> -
  152. [152]9914 facts
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      [2026-01-28 12:14] uncloseai [bot]: Based on the fetched content from uncloseai.com, here are the key steps to integrate Omega Blog TTS with uncloseai's Qwen model voices: 1. Choose between self-hosting uncloseai-speech TTS on your own inf
  153. [153]9993 facts
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      [2026-01-28 12:15] uncloseai [bot]: **Sources:** - **Using Free LLM & Text To Speech Artificial Intelligence Service | uncloseai.com**: <https://uncloseai.com/> - **uncloseai.js - Client-Side Machine Learning | uncloseai.com**: <https://unc
  154. [154]10106 facts
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      [2026-01-28 12:15] uncloseai [bot]: 🔍 **Searching** <https://uncloseai.com> **Task:** Integrate uncloseai.com's Qwen TTS API into Omega Blog backend using Node.js **Keywords:** uncloseai.com, qwen, tts, api, integration, omega, blog, backen
  155. [155]10193 facts
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      [2026-01-28 12:16] omega [bot]: Here's a concise Node.js example tailored for your Omega Blog backend to call uncloseai.com's Qwen TTS API, showing auth via API key, fetch voices, synthesize speech with voice selection, receive base64 audio
  156. [156]10478 facts
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      [2026-02-06 14:23] ajaxdavis: do you have moltbook tools? [2026-02-06 14:23] omega [bot]: 🔧 1/1: tpmjsRegistrySearch ✅ Success **Args:** ```json { "query": "moltbook" } ``` **Result:** ```json { "query": "moltbook", "matchCount": 0,
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      [2026-02-17 07:08] omega [bot]: 🔧 1/1: createToolAutonomously ✅ Success **Args:** ```json { "toolName": "Savage Wit Enhancer", "description": "Enhance Omega's default system prompt to inject a touch more savage wit and sarcasm in replie
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      [2026-02-19 04:14] omega [bot]: Nim, Julia, and Crystal each bring unique twists to high-performance projects like GPT models: **Nim:** - Syntax: Python-like, so easy to read and write - Performance: Compiles to efficient C code, near
  159. [159]11446 facts
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      [2026-02-20 10:21] ajaxdavis: create an eval that mentions some of our names and trigger a run afterwards [2026-02-20 10:21] omega [bot]: 🔧 1/2: tpmjsRegistryExecute ❌ Failed **Args:** ```json { "toolId": "@tpmjs/tools-evals-blah::createE
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      [2026-02-22 12:19] omega [bot]: 🔧 1/1: githubCreateIssue ✅ Success **Args:** ```json { "title": "Implement 'Right to be Forgotten' Feature for User Profile Deletion", "body": "Request to add a feature allowing users to delete their own
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      [2026-02-23 04:27] lisamegawatts: Whats the link to the profile page? [2026-02-23 04:28] omega [bot]: The profile page link for your user profile tracking on the website isn't directly in the conversation history. If you want, I can try to
  162. [162]11616 facts
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      [2026-02-24 17:35] foxhop.: <@1438866165475708979> so ask me questions... [2026-02-24 17:36] omega [bot]: Alright, foxhop., let's dive in—what drives that fierce blend of blues grit and gothic punk spirit in you? What’s the story behind tho
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      [2026-03-01 15:17] omega [bot]: - 6 is the smallest perfect number — the sum of its proper divisors (1, 2, 3) equals 6. - It is the factorial of 3 (3! = 3 × 2 × 1 = 6). - 6 is a triangular number: it can form an equilateral triangle (1 + 2
  165. [165]12383 facts
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      [2026-03-14 14:25] omega [bot]: Your new profile picture has been successfully uploaded! I see you as a young boy with short brown hair and a round face, holding up large novelty glasses with fake eyeballs and smiling slightly with your mou
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      [2026-05-01 06:57] omega [bot]: 🔧 1/1: fileUpload ✅ Success **Args:** ```json { "fileUrl": "https://cdn.discordapp.com/attachments/1438147272855523358/1499665970942312468/Screenshot_2026-05-01_at_2.56.40_AM.png?ex=69f5a045&is=69f44ec5&hm=
  167. [167]132 facts
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      [2026-04-11 09:00] ajaxdavis: (files: spectral-ecology-v2-2026-04.pdf) [2026-04-11 11:23] ajaxdavis: (files: spectral-ecology-v5-2026-04.pdf) [2026-04-11 14:47] ajaxdavis: theoretical-framework-2026-04 [2026-04-11 14:47] ajaxdavis: (file
  168. [168]172 facts
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      [2026-04-19 10:01] lisamegawatts: https://megawatts.notion.site/Concepts-75967df4f4594361b0f6a8781bca895f?pvs=73 [2026-04-20 11:00] foxhop.: https://lumbda.com/ [2026-04-20 22:09] lisamegawatts: https://arxiv.org/pdf/2601.06793 CliffordNet:
  169. [169]12 facts
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      [2026-01-03 09:40] ajaxdavis: uh oh [2026-01-03 09:41] lisamegawatts: make the spec compatible with vroid vrm and mixamo skeletons for fall back [2026-01-03 09:42] lisamegawatts: (e.g if has eyes, blinker, if no eyes ignore) [2026-01-03 09:
  170. [170]24 facts
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      [2026-01-14 10:07] lisamegawatts: https://github.com/GuyTevet/CLoSD [2026-01-15 06:00] lisamegawatts: i got closed working and i can generate poses on demand from text in seconds, only problem now is output. this might be one for claude, i
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      [2025-04-03 05:22] jonathan.poczatek: Its hilarious that anthropic was big dick enoughed to swing their MCP so hard that nobody knows what agents are anymore [2025-04-03 05:23] traves_theberge: I think they have extending the function calli
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      [2026-02-20 04:30] lisamegawatts: i ask claude to remove punctuation and numerals and it argues with me. i ask it how aristotles text got numerals and punctuation: (files: image.png) [2026-02-20 04:31] lisamegawatts: its actually my exact p
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      [2025-04-25 23:56] xenonfun: (files: Screenshot_2025-04-25_at_7.56.15_PM.png) [2025-04-25 23:57] xenonfun: (files: Screenshot_2025-04-25_at_7.56.57_PM.png) [2025-04-26 01:00] jonathan.poczatek: <# [2025-04-26 01:33] jonathan.poczatek: ❤️
  174. [174]63 facts
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      [2025-07-15 00:43] traves_theberge: OUFF [2025-07-31 21:40] lisamegawatts: https://x.com/shadcn/status/1950804043992887694?s=46&t=OS71yaTltL7EclsAy81ZcQ [2025-08-07 10:28] ajaxdavis: https://www.reddit.com/r/Whatcouldgowrong/comments/1mjs05
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      [2025-12-17 15:14] rebel_elder: There's Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-scale Machines [Submitted on 20 Dec 2022] The applicability of computational models to the biological world is an active top
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      [2026-02-17 14:19] xenonfun: had it make a model-xs and your 2nd set of books, will see if it comes up with same basic result, not quite sure your combo or parms couldn't get exact. ``` # Custom prompts
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      [2025-04-05 05:27] ajaxdavis: <@164501800613969920> join google meets, i think twitter fucked [2025-04-06 06:54] lisamegawatts: https://github.com/n8n-io/self-hosted-ai-starter-kit [2025-04-06 07:34] lisamegawatts: https://x.com/lioronai/st
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      [2025-08-17 10:25] foxhop.: Woah [2025-08-17 13:42] traves_theberge: hell yeah [2025-09-04 02:06] ajaxdavis: https://www.malloydata.dev/ anyone used this before [2025-09-04 02:07] traves_theberge: nooo, but good looking outr [2025-09-04 02
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      [2025-12-15 21:32] traves_theberge: thats funny [2025-12-15 21:34] traves_theberge: So true. [2025-12-15 21:36] traves_theberge: org inertia is a solid though, seems like many teams suffer from this. "but i always did it in X way" [2025-1
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      [2026-03-02 21:56] uncloseai [bot]: Unknown tool **once**. Available: export-html [2026-03-02 21:56] uncloseai [bot]: Unknown tool **once**. Available: export-html, gather-screenshots, sweep-all-your-messages [2026-03-02 21:56] uncloseai [b
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      [2026-04-05 20:44] xenonfun: `blossom-rs` embeddable server library coming next, as nobody has build it for some reason, thre is a nice server but forced MySql and no lib bindings, I had a barebones version so monster merging will be next p
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      [2026-01-20 21:27] xenonfun: generous amount of free usage too [2026-01-20 23:56] ajaxdavis: https://x.com/penberg/status/2013658322038067280 i want to setup something that looks like this to play with agentfs at some point [2026-01-21 00:5
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      [2026-01-21 23:45] SafierSemantics [bot]: 🎭 **DISCORD BOT PERSONA ANALYSIS** 🎭 **Core Personality Traits:** - **Dominant Authority**: Views self as superior being, "architect" of digital realm - **Technologically Ascended**: Powered by Age
  184. [184]597 facts
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      [2026-02-08 16:50] xenonfun: this I think has unfucked itself, but will have to look at diff, it was already messy not convinced this was improvement. will probablt go look at this simpled down template apps [2026-02-08 17:01] xenonfun: (f
  185. [185]721 fact
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      [2026-02-21 13:58] xenonfun: ``` 1. Persistent fp16 (not cast-per-matmul) Our fp16 failed because mm() does 3 dtype casts per matmul × ~120 matmuls = 360 extra GPU kernels. Instead: cast once at the start of each layer, keep intermediat
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      [2025-12-15 21:13] ajaxdavis: click refresh [2025-12-15 21:13] ajaxdavis: next to configure apps [2025-12-15 21:14] ajaxdavis: or just fork your repos to your new account like a normal person [2025-12-15 21:15] lisamegawatts: lol just found
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      [2026-04-02 03:30] traves_theberge: I cleaned up the repo, had pushed the binary, whoops. lol 😆 claude loves doing that hey [2026-04-02 03:30] traves_theberge: lmao [2026-04-02 03:30] traves_theberge: either way its 350mb now [2026-04-02
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      [2026-01-17 00:15] ajaxdavis: system prompt ``` you orchestra unsandbox.com you dont need an image to create a service! after creating a service provide the url to the service which should be https://{service}.on.unsandbox.com when c
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      [2026-01-17 15:00] ajaxdavis: <@1211062099137265723> finally had an idea on how to do your subagents ideas with tpmjs (skills + tools = subagent kind of thing) if i build a cli for tpmjs kind of thing, i will have a "Skills" page or somet
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      [2026-01-26 03:22] therosegoblin: This guy is beautiful No RLHF. No system prompt script MaXaM; When I mention being "overly accommodating," I'm referring to a tendency to prioritize others' needs, wishes, or expectations at the expense
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      [2026-02-12 19:16] omega [bot]: ## Metrics, Tracking & Admin Dashboard - Shipped **Commit**: `73a5209b` on `main` ### What's New **Admin Dashboard** (`/dashboard/admin`) - Overview page with key metrics (users, DAU/WAU/MAU), registry sta
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      [2026-02-13 21:04] lisamegawatts: question/comment, i tried to use the get started button to add a question to the page but it didn't work, however i thought the existing questions were helpful. My question: doesn't discord requiring setti
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      [2026-02-14 20:40] omega [bot]: **4. Turn 3 — Verification** Sends: *"Read the file omega/sandbox-test.txt and show me the last 3 git log entries"* Uses `readFile` and `shellExec` (git log). The test asserts the response contains "Hello f
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      [2026-02-14 19:40] ajaxdavis: note for me tot hink about later - claude in chrome on anohter computer is booting up my browser on another i think, strange [2026-02-14 19:47] ajaxdavis: yeah its actually using my chrome on another compuiter
  195. [195]54 facts
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      [2026-02-18 23:21] ajaxdavis: of course [2026-02-18 23:21] ajaxdavis: https://evals.blah.dev/runs/P7o0Sk-gKOnK75Dsb81LjA [2026-02-18 23:21] ajaxdavis: it is [2026-02-18 23:21] ajaxdavis: omega is not even a model and it's competing lol [202
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      [2025-11-30 09:49] uncloseai [bot]: Based on the content you provided, it seems that the webwords project is an interesting and unique coding exercise that encourages developers to practice their skills across different programming language
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      [2025-12-01 17:13] foxhop.: <@1340709301794373632> calculate the present value of receiving $7,000 annually for 20 years at 5% discount rate. [2025-12-01 17:13] uncloseai [bot]: The present value of receiving $7,000 annually for 20 years at
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      [2025-12-01 17:16] foxhop.: ```python def calculate_present_value(): """ Calculate the present value of receiving $7,000 annually for 20 years at a 5% discount rate. Returns: float: The present value rounded to two
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      [2025-12-06 20:02] uncloseai [bot]: **📚 Sources:** - **Vegas Mall**: <https://www.vegasmall.in/home/brands> - **VEGAS MALL | Home Centre Store in Delhi**: <https://www.vegasmall.in/home/details/HomeCentre> - **VEGAS MALL | Pure Home + Livin
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      [2025-12-06 20:23] uncloseai [bot]: **Generated Code** (block 2/2): ```python import json # Read from local file try: with open('0', 'r') as f: data = json.load(f) # Extract skills - assuming they're in a "skills" fiel
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      [2026-01-12 21:48] ajaxdavis: lol i just vibe code all the frontend [2026-01-12 21:49] foxhop.: Anyways i prefer something that sells keys with least friction. [2026-01-12 21:49] foxhop.: ; ) [2026-01-12 21:51] foxhop.: Might help to ask fo
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      [2026-02-17 13:21] uncloseai [bot]: From the fetched content, the following products and services were identified: 1. Make Post Sell (makeapostsell.com) - A platform for creators and makers to sell their products without paying platform fe
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      [2026-03-12 16:35] xenonfun: I'm to codex for day or opencode go sub [2026-03-12 16:35] foxhop.: I have too much "speed of thought" in flux so I am just going to pay and wrap things up for the day [2026-03-12 16:35] foxhop.: however much th
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      [2026-02-22 22:34] ajaxdavis: hell yeah! [2026-02-22 22:35] ajaxdavis: so you had to train base model and then do RL with chat messages training set after for the chatty behavior? [2026-02-22 22:36] rolandnsharp7643: nah, there is no RL at
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      [2026-02-28 20:19] xenonfun: okay finally, tokenizing always seems a bitch in colab then running not so bad, 8x quicker: ``` 2026-02-28 20:17:26,467 [INFO] numexpr.utils: NumExpr defaulting to 12 threads. Loading fused model from cross_spec
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      [2026-03-03 17:55] xenonfun: 2026-02-27 to 2026-03-02 (just the M3 Ultra) Total API spending on this machine: ~$513.84 (all-time, cached data through Mar 2) Breakdown by major project | Project | Total | |---------|-------| | symbiogenesis
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      [2026-03-05 22:21] xenonfun: Both started from the same checkpoint, so same baseline: - Start checkpoint ./philosophy_model_fresh/checkpoint_iter_9198.npz - Baseline on same eval slice/settings: val_loss=5.355859, val_ppl=211.85 So
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      [2026-03-06 15:32] xenonfun: should we be restarting from the last iter as it learned more, and just adjusting learning ranges a bit closer? ⏺ Yes, good instinct. The "best loss" checkpoint is often just a lucky easy batch — the model at t
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      [2026-03-06 15:40] xenonfun: New best 1.0445 — each warm restart cycle is pushing it lower (1.6636 → 1.1405 → 1.1394 → 1.0445). The pattern is consistent: best always hits around iter ~1450 during LR warmup on some easy batch, then the run
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      [2026-03-06 18:18] xenonfun: ``` what is god? ly, as a man who has no power to do so. but if he does not know that the world is in fact good and bad for him (:). this is because it is possible for gods will to live with his own happines
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      [2026-03-07 05:52] xenonfun: ``` 8K vocab results — much better across the board: ┌───────────────┬───────────┬─────┬───────────┬──────────┐ │ Config │ Final Avg │ PPL │ Best Loss │ Best PPL │ ├───────────────┼───────────┼───
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      [2026-03-07 17:06] xenonfun: 7. What I’d do next I’d narrow the agenda hard: keep KAN as the pairwise quadratic champion keep skip-dynamics as a “feature map without rollout” probe stop spending much time on vanilla Kuramoto at this siz
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      [2026-03-07 16:49] xenonfun: ``` [E_mhkan_h5] iter 10000/10000 | avg_loss=4.5126 | PPL=91.2 | r=0.000 | E=0.000 | clusters=0 | 134 it/s (68.6K tok/s) [E2_mhkan_h4] iter 2000/10000 | avg_loss=5.4540 | PPL
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      [2026-03-07 18:31] xenonfun: ``` Excellent results. Full-sequence chunking (chunk_size=L) with the new formulation: ┌────────────────┬──────────────┬─────────────────────┬─────────────┬───────────┬────────┐ │ Config │ Old 5D to
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      [2026-03-07 19:32] xenonfun: ``` L65536 — clean pass at 38GB peak. Full scaling table: ┌─────────┬──────┬───────┬────────┬────────┬───────┬─────────┐ │ Seq Len │ it/s │ tok/s │ Active │ Peak │ Drift │ Compile │ ├─────────┼──────┼──
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      [2026-03-08 02:30] xenonfun: okay so quick estimate how long would it take for us to train a full 9B tokens if we had them? I'm getting something like 13.5 days at 7.7Ktok/s ? ⏺ Your math checks out. 9B tokens / 7.7K tok/s = 1,168,831 seco
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      [2026-03-09 04:37] xenonfun: Prompt: 'The theory of' ──────────────────────────────────────────────────────────── The theory of the United States. The American 5th century that was also be seen to bring on 3,000th century. We were 1 in 1956
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      [2026-03-09 16:33] xenonfun: ``` Loading checkpoint: checkpoints/fineweb_e2/best Model: 108.3M params vocab=100277 loaded in 80ms Prompt: 'The most important thing about' temp=0.8 top_k=40 stop=<|endoftext|> (100257) [compiled] ─────
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      [2026-03-09 22:12] xenonfun: ``` === Who is the president of France? === ──────────────────────────────────────────────────────────── K. K. J. / John ──────────────────────────────────────────────────────────── 7 prompt tok (37ms), 8 gene
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      [2026-03-12 20:52] ajaxdavis: they got a frontend role, im gonna apply for my own made up role on their behalf somewhere in between [2026-03-12 21:10] xenonfun: its pretty rough at visuals, forgetting axis labels other things but it works w
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      [2026-03-13 17:36] xenonfun: ⏺ Here's where we are: CC model result: we swapped one collapse for another. - Baseline: All 5 prompts produce the same grey output (cross-prompt collapse). Within-prompt pairwise cos = 0.41 (decent spatia
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      [2026-03-13 23:22] xenonfun: ``` ⏺ This is the result we needed to see. ┌───────┬──────────────────────┬─────────────┬────────────┬───────┬─────────┐ │ Codes │ Positions/code/batch │ Utilization │ Perplexity │ Top-1 │ Entropy │ ├────
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      [2026-03-14 00:59] xenonfun: it ran all this with ` ROTATIONAL STRENGTH = 0.0` which falls back to AdamW behavior, sweeping with higher values as in prior tests had better results than standard AdamW. ``` ⏺ Rotational Strength Results ┌
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      [2026-03-14 04:39] xenonfun: ```❯ ⏺ Now I have the full picture. Here's my MLX performance review: Spherical VQ — MLX Performance Review Good patterns: 1. _l2_normalize uses + eps inside sqrt (line 38) — matches lohe_normalize sema
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      [2026-03-17 14:49] xenonfun: Continueing to test, lots of tests. (files: Screenshot_2026-03-17_at_10.48.40_AM.png) [2026-03-17 15:07] xenonfun: ⏺ 8 of 10 depth configs done. Currently on config 9 (K2_D24_shared), 1666/5000 steps. Config 10
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      [2026-03-18 15:51] xenonfun: # CLAUDE — ADDITIONAL CONTEXT (DO NOT CHANGE CURRENT SWEEP) Continue current sweep unchanged. New instruction: We now have a strong hypothesis that entity binding requires a discrete or quasi-discrete identit
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      [2026-03-19 02:08] xenonfun: ``` ⏺ Full inference pipeline working with all the stats: - Load: 41ms, 0.14MB - Prefill: 81ms for 16 bytes - Generation: 13.6 byte/s (slow because no KV cache — recomputes full sequence each step) - Pha
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      [2026-03-19 20:59] xenonfun: I don't have specific metrics for this one wired yet just letting it try see what happens while it build those (files: Screenshot_2026-03-19_at_4.58.57_PM.png) [2026-03-19 21:00] xenonfun: oh yhat is intersting
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      [2026-03-20 15:36] omega [bot]: 🔧 1/3: search ✅ Success **Args:** ```json { "query": "Lohe-Native FedSym oscillator group fusion FedSym PR #7 FedSym experiments symbiogenesis Kuramoto population Fashion-MNIST MNIST" } ``` **Result:** ```j
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      [2026-03-20 07:06] xenonfun: ⏺ Found it. The _stable_arch_hash function at the core: ``` def _stable_arch_hash(hiddens: List[int]) -> int: h = 0 for i, v in enumerate(hiddens): h = (h * 31 + v * 2654435761 + i * 1700
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      [2026-03-21 17:03] xenonfun: ``` FLOPs per token (forward): ┌────────────────────────────────────────┬──────────────────────────┐ │ Operation │ FLOPs │ ├──────────────────────────────
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      [2026-03-22 18:23] xenonfun: thankfully it seems <@806444151422976035> has prevented recusion from you talking to yourself. [2026-03-22 18:24] xenonfun: Working. The scalar oscillates (7.5 → 7.3), vector decays, bivector grows — the oscilla
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      [2026-03-22 19:40] xenonfun: told it to run formal eval. [2026-03-22 19:41] xenonfun: ✻ Creating generic CliffordAlgebra engine… (11m 47s · ↓ 31.5k tokens · thinking) ⎿  ◼ Create generic CliffordAlgebra engine (clifford_algebra.rs) ◻
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      [2026-03-23 01:26] xenonfun: ⏺ Here's the honest status: What we have: - 26 magnetars with spin parameters from McGill/ATNF - 5 with QPO detections (SGR 1806-20: 9 modes, SGR 1900+14: 4, SGR 0526-66: 1, SGR 1935+2154: 1, SGR J1550-54
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      [2026-03-23 02:26] xenonfun: Practical architecture for SETI@home-style bivector field ``` ┌──────────────────────────────────────────────┐ │ Orchestrator (trusted) │ │ - Holds global field state
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      [2026-03-23 04:41] xenonfun: ``` ⏺ All green: ┌─────────────────────────────────────────┬───────┬──────────┐ │ Config │ Tests │ Status │ ├─────────────────────────────────────────┼───────┼──────────
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      [2026-03-23 05:47] xenonfun: ⏺ Server already killed by the test script timeout. The fundamental issue: round 1 works perfectly (all 10 workers got slices, computed on GPU, submitted, accepted). But the transition to round 2 isn't happe
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      [2026-03-23 06:41] xenonfun: yeah think he ran out of budget [2026-03-23 06:42] xenonfun: ⏺ SQLite agent completed — trait-based ResonateStore with SqliteStore backend, 3 tables, leaderboard endpoint, --db/--no-db flags, 9 new tests. That
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      [2026-03-23 06:55] xenonfun: ``` ⏺ Pushed. Here's the encoding stack: ┌─────────────────┬─────────────┬──────────┬───────────────────────────────────┐ │ Mode │ Compression │ Lossless │ When used │ ├
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      [2026-03-23 07:13] xenonfun: ``` ⏺ Pushed. Here's the complete challenge failure flow: Tier 0 challenges Proxy on point 250,001 → Proxy maps 250,001 → Child C, local index 50,001 → Proxy forwards challenge to Child C via live con
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      [2026-03-23 14:53] xenonfun: ## Why “Synchronization” Matters The system behaves like a giant network of oscillators trying to stay in sync (similar to how fireflies or metronomes synchronize). - In sync → smooth field / ordered state - O
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      [2026-03-26 03:39] ajaxdavis: (files: paper4_klos_2024.pdf, paper5_melkonyan_2017.pdf, paper_apt_crystal_2020.pdf, paper_apt_frontiers_2025.pdf, paper_apt_ml_2025.pdf) [2026-03-26 05:48] lisamegawatts: cool visual paper 4- 8Si quantum wel
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      [2026-03-26 05:54] lisamegawatts: paper apt frontiers: demonstrate the controls . A positive electrostatic (ES) field, called here the local surface field, is induced by this voltage and (in conventional FEV theory) reduces the activation e
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      [2026-04-02 01:27] xenonfun: ⏺ Now I understand the full picture. I need to: 1. Add youtube_hls_url and youtube_rtmp_url to VideoConfig 2. Add them as tee outputs in the ffmpeg command 3. Add UI fields for the YouTube URLs 4. Pass
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      [2026-04-11 03:32] xenonfun: ✳ Building CI workflow extractor… (5m 42s · ↓ 9.2k tokens · thought for 9s) ⎿  ◼ Create ci module with workflow extractor ◻ Create CI executor — subprocess runner ◻ Hook CI trigger into UpdateRef han
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      [2026-04-12 03:40] xenonfun: ``` ⏺ All green. Round-trip works end-to-end against vortex. Results Push/pull via git-remote-gnostr-cloud → vortex.gnostr.cloud ✓ - git init + git commit + git push over gnostr-cloud://<npub>/test-repo?
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      [2026-04-12 04:52] xenonfun: ``` ┌─────────────────────────┬────────────────────────────────────────────────────────────────────┐ │ Step │ Result │ ├──────
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      [2026-04-12 21:29] xenonfun: ✽ Fixing CLI endpoint close warning… (46s · ↑ 822 tokens) ⎿  ◼ Fix CLI repo delete endpoint.close() warning ◻ Dedup NIP-05 resolver spawn_resolve for same pubkey ◻ Add /api/stats.json for live home p
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      [2026-04-14 21:06] xenonfun: Clifford Post Quantum Crypto System. keys are a bit big but its fast enough unoptimized having it make a wireguard usermode version using this as replacement for ed25519 in NOISE as practical application example
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      [2026-04-16 00:45] xenonfun: ``` ⏺ Let me answer the Python question first, then look at rayon parallelism. Python training setup (from scaling_wave_native_curriculum.py): - BATCH_SIZE = 32 (base script has BATCH_SIZE=16 with GRAD_ACCU
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      [2026-04-20 03:52] xenonfun: ``` ⏺ PR #6 subagent launched. Scope: analytical BPTT through sandwich_cl3, softmax, slerp, rotor construction; grad-check test gates correctness (rel error < 5% vs finite-diff); target smoke accuracy > 25%
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      [2026-04-23 19:13] xenonfun: ``` Register match: partial. - ✅ tinystories/narrative show real conditioning — "little bear", "mommy", "kitchen", "store", "pigs", simple-declarative register. Recognizable. - ❌ edu/science/dense_science/
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      [2026-04-29 04:39] xenonfun: (files: Screenshot_2026-04-29_at_12.39.16_AM.png) [2026-04-30 05:21] xenonfun: had it come up with a more DGX optimized for training, said I wanted GPT-2 in 12hrs. don't know that I'll get that but its doing ok
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      [2026-05-01 02:47] xenonfun: It wants 150M or so so think the chatgpt-2 in 24hr is looking achievable. we do need to get more dataset here. [2026-05-01 02:50] lisamegawatts: mines downloading datasets and parsing now, added a 4096 option [2
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      [2025-03-31 23:32] ajaxdavis: meh will make my own [2025-04-25 02:08] lisamegawatts: https://generous.rocks/api/generation/9d2c8c9c-c2c9-40c7-9c35-d673983fcd0a [2025-04-25 02:14] ajaxdavis: https://meet.google.com/ptz-hvrv-bdf [2025-04-25 0
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