it
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-18.)
it has 319 facts recorded in Dontopedia across 77 references, with 37 live disagreements.
Mostly:rdf:type(26), requires(13), has(7)
Maturity scale
raw canonical shape-checked rule-derived certifiedEmployed byemployedBy
- Liberty Mutual[77]sourceall time · Ff41d7e1 3508 4028 824b 6f8257855eae
Rdf:typein disputerdf:type
- Actor[43]all time · 2
- Noun[44]all time · 1
- Concept[45]all time · 6
- Software Agent[46]all time · 3
- Keyword[44]all time · 1
- Software Component[47]all time · 4
- Software Entity[48]all time · 2
- Agent[49]all time · 1
- Software Concept[50]all time · 3
- Stakeholder[51]all time · 59c3c0fd 9004 4567 Bf55 8b0ee79e2619
Requiresin disputerequires
- Tools[6]all time · Part 83
- Responding[10]all time · Part 10
- Agent Loop[15]all time · Part 6
- Tool System[15]all time · Part 6
- State and Persistence[15]all time · Part 6
- Sampling[15]all time · Part 6
- Orchestration Patterns[15]all time · Part 6
- Human in the Loop[15]all time · Part 6
- Error Handling[15]all time · Part 6
- Context Management[15]all time · Part 6
Inbound mentions (154)
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.
involvesInvolves(3)
- Collaborations
ex:collaborations - Competition
ex:competition - Simultaneous Work
ex:simultaneous-work
roleRole(3)
- A a Mac Diarmid
ex:a-a-mac-diarmid - Chas E Birkbeck
ex:chas-e-birkbeck - Tol Pettigrew
ex:tol-pettigrew
actsAsActs As(2)
- C H F Yeo
ex:c-h-f-yeo - Henry Biggs Jun
ex:henry-biggs-jun
consistsOfConsists of(2)
- Marketing Party
ex:marketing-party - Team
ex:team
discussesArchitectureOfDiscusses Architecture of(2)
- Agent Architecture Discussion
ex:agent-architecture-discussion - Twitter Altryne Status
ex:twitter-altryne-status
donto:residesInDonto:resides in(2)
- Ble Modbus Inverter
ex:ble_modbus_inverter - Serial Modbus Charger
ex:serial_modbus_charger
hasMemberHas Member(2)
- Marketing Party
ex:marketing-party - Team
ex:team
hasRoleHas Role(2)
- Darker and Co
ex:darker-and-co - Mr Lyons
ex:mr-lyons
involvesComponentInvolves Component(2)
- Agent Sandbox Git Workflow
ex:agent-sandbox-git-workflow - Agent Sandbox Webhook Concept
ex:agent-sandbox-webhook-concept
isIs(2)
- A E Harris
ex:a-e-harris - Chat Bot
ex:chat-bot
likelyRelatedToLikely Related to(2)
- Agentmail
ex:agentmail - Agent Team Plugins
ex:agent-team-plugins
aboutAbout(1)
- Tale of Glory
ex:tale-of-glory
aboutConceptAbout Concept(1)
- Agent Team Plugins
ex:agent-team-plugins
adoptsHandoffDocPracticeAdopts Handoff Doc Practice(1)
- Lisamegawatts
ex:lisamegawatts
analogousToBinariesAnalogous to Binaries(1)
- Dna
ex:dna
analogousToBuildConfigAnalogous to Build Config(1)
- Dna
ex:dna
analyzedByAnalyzed by(1)
- Github
ex:github
announcesLaunchAnnounces Launch(1)
- Xenonfun
ex:xenonfun
antecedentAntecedent(1)
- Them
ex:them
appliesToApplies to(1)
- Retry System
ex:retry-system
asksIfTurnedOnAsks If Turned on(1)
- Foxhop
ex:foxhop
assignedToAssigned to(1)
- Task
ex:task
assignsAssigns(1)
- Task
ex:task
assumesNoAssumes No(1)
- Ajaxdavis
ex:ajaxdavis
:attributedPossession:attributed Possession(1)
- Traves Theberge
ex:traves-theberge
attributesActionToAttributes Action to(1)
- Message 23
ex:message-23
believesToolBlockingInAgentBelieves Tool Blocking in Agent(1)
- Xenonfun
ex:xenonfun
bestPracticeForBest Practice for(1)
- Building Claude Code
ex:building-claude-code
betterEncapsulateIdeaOfBetter Encapsulate Idea of(1)
- Frameworks
ex:frameworks
builtForAgentBuilt for Agent(1)
- Git Mirror
ex:git-mirror
calledAgentBitchCalled Agent Bitch(1)
- Ajax
ex:ajax
canCallCan Call(1)
- Customer
ex:customer
causedByCaused by(1)
- Portal Expansion
ex:portal-expansion
centralToCentral to(1)
- Agent Loop
ex:agent-loop
commitsToUniqueIdsCommits to Unique Ids(1)
- Agentid Property
ex:agentid-property
constitutesConstitutes(1)
- Llm Loop Tools
ex:llm-loop-tools
constrainsConstrains(1)
- Context Window Limits
ex:context-window-limits
containsContains(1)
- Marketplace
ex:marketplace
contextualizesUserAsContextualizes User As(1)
- Hephaestus
ex:hephaestus
controlsControls(1)
- Tool Permissions
ex:tool-permissions
definesRequirementsForDefines Requirements for(1)
- Llm Loop Tools Equation
ex:llm-loop-tools-equation
didNotTellDid Not Tell(1)
- Xenonfun
ex:xenonfun
documentsArchitectureOfDocuments Architecture of(1)
- Github Shanraisshan Claude Code Best Practice
ex:github-shanraisshan-claude-code-best-practice
donto:behindDonto:behind(1)
- Feature Flag
ex:feature_flag
donto:containsDonto:contains(1)
- System
ex:system
donto:controlledByDonto:controlled by(1)
- System
ex:system
earnedByEarned by(1)
- Skill Badge
ex:skill-badge
enablesEfficientReasoningEnables Efficient Reasoning(1)
- Knowledge Graph Embeddings
ex:knowledge-graph-embeddings
enablesIterationEnables Iteration(1)
- Loop
ex:loop
equalsEquals(1)
- Llm Plus Loop Plus Tools Equals Agent
ex:llm-plus-loop-plus-tools-equals-agent
equipmentOfEquipment of(1)
- Tools Equipped
ex:tools-equipped
essentialForEssential for(1)
- Tool System
ex:tool-system
executesTasksIndependentlyAsExecutes Tasks Independently As(1)
- Single Agent
ex:single-agent
exemplifiesExemplifies(1)
- Building Claude Code
ex:building-claude-code
existsAsAgentExists As Agent(1)
- Russell
ex:russell
existsAsGuideForExists As Guide for(1)
- Claude Md
ex:claude-md
happensInAgentHappens in Agent(1)
- Tool Blocking
ex:tool-blocking
has-componentHas Component(1)
- Jenkins Pipeline
ex:jenkins-pipeline
hasPartHas Part(1)
- Llm Loop Tools Equation
ex:llm-loop-tools-equation
hasParticipantHas Participant(1)
- Collaborations
ex:collaborations
illustratesArchitectureOfIllustrates Architecture of(1)
- Image0 Jpg
ex:image0-jpg
implementsCapabilitiesForImplements Capabilities for(1)
- Tool System
ex:tool-system
implementsControlFlowForImplements Control Flow for(1)
- Agent Loop
ex:agent-loop
implementsCoordinationForImplements Coordination for(1)
- Orchestration Patterns
ex:orchestration-patterns
implementsDurabilityForImplements Durability for(1)
- State Persistence
ex:state-persistence
implementsGenerationForImplements Generation for(1)
- Model Layer
ex:model-layer
implementsInteractionForImplements Interaction for(1)
- Human in the Loop
ex:human-in-the-loop
implementsMemoryForImplements Memory for(1)
- Context Management
ex:context-management
implementsReliabilityForImplements Reliability for(1)
- Error Handling
ex:error-handling
improveEfficiencyImprove Efficiency(1)
- Knowledge Graph Embeddings in Seal
ex:knowledge-graph-embeddings-in-seal
initiatedDiscussionAboutArchitectureOfInitiated Discussion About Architecture of(1)
- Traves Theberge
ex:traves-theberge
instanceOfInstance of(1)
- Claude Code
ex:claude-code
instructedInstructed(1)
- Ajaxdavis
ex:ajaxdavis
instructedAgentInstructed Agent(1)
- Lisamegawatts
ex:lisamegawatts
intendedForIntended for(1)
- Prompt
ex:prompt
involvesAgentsInvolves Agents(1)
- Dungeon Quest Task
ex:dungeon-quest-task
isAboutIs About(1)
- Repo Agent Team Plugins
ex:repo-agent-team-plugins
isAgentIs Agent(1)
- Sammie
ex:sammie
isAgentWithToolsIs Agent With Tools(1)
- Omega Bot
ex:omega-bot
isBusinessTypeIs Business Type(1)
- Mattinson Wittenberg
ex:mattinson-wittenberg
isComponentOfIs Component of(1)
- Tool System
ex:tool-system
isCoreComponentOfIs Core Component of(1)
- Agent Loop
ex:agent-loop
isEarlyFormOfIs Early Form of(1)
- Ask James
ex:ask-james
isInstanceOfIs Instance of(1)
- Claude Code
ex:claude-code
isKeyInsightIs Key Insight(1)
- Llm Plus Loop Plus Tools Equals Agent
ex:llm-plus-loop-plus-tools-equals-agent
isMethodOfClassIs Method of Class(1)
- Tool Calling
ex:tool-calling
isModelLayerOfIs Model Layer of(1)
- Sampling
ex:sampling
isNotIs Not(1)
- Opencompletion Com
ex:opencompletion-com
isPartOfIs Part of(1)
- Policy Network
ex:policy-network
lacksMappingToLacks Mapping to(1)
- Opencompletion Com
ex:opencompletion-com
launchedLaunched(1)
- Xenonfun
ex:xenonfun
mentionedEntityMentioned Entity(1)
- Message 2026 02 14 13 14
ex:message-2026-02-14-13-14
mentionsMentions(1)
- Source Document
ex:source-document
mentionsAgentMentions Agent(1)
- Message 2026 01 21 04 13 01
ex:message-2026-01-21-04-13-01
mentionsConceptMentions Concept(1)
- Message 2026 01 24 02 08
ex:message-2026-01-24-02-08
monitorsExecutionStateOfMonitors Execution State of(1)
- Tracking State
ex:tracking-state
nameContainsName Contains(1)
- Repo Agent Team Plugins
ex:repo-agent-team-plugins
notLookedAtByNot Looked at by(1)
- Files
ex:files
observesOperationsPerformingObserves Operations Performing(1)
- Xenonfun
ex:xenonfun
orchestratesOrchestrates(1)
- Orchestrator
ex:orchestrator
participatedInDiscussionAboutArchitectureOfParticipated in Discussion About Architecture of(1)
- Lisamegawatts
ex:lisamegawatts
partOfPart of(1)
- Policy Network
ex:policy-network
perPer(1)
- Knowledge Sources
ex:knowledge-sources
performableByPerformable by(1)
- Skill
ex:skill
plansToParallelizeWithPlans to Parallelize With(1)
- Xenonfun
ex:xenonfun
provideOrganizationForProvide Organization for(1)
- Orchestration Patterns
ex:orchestration-patterns
providesCapabilitiesForProvides Capabilities for(1)
- Tool System
ex:tool-system
providesControlStructureForProvides Control Structure for(1)
- Agent Loop
ex:agent-loop
providesDurabilityForProvides Durability for(1)
- State Persistence
ex:state-persistence
providesIntelligenceForProvides Intelligence for(1)
- Model Layer
ex:model-layer
providesMemoryForProvides Memory for(1)
- Context Management
ex:context-management
providesOversightForProvides Oversight for(1)
- Human in the Loop
ex:human-in-the-loop
providesReliabilityForProvides Reliability for(1)
- Error Handling
ex:error-handling
providesToolDefinitionsToProvides Tool Definitions to(1)
- Mcp Toolbox
ex:mcp-toolbox
representsRepresents(1)
- Agent Cards
ex:agent-cards
requiredToTravelWithRequired to Travel With(1)
- Medical Referee Position
ex:medical-referee-position
requiresAssignmentRequires Assignment(1)
- Task Creation Step
ex:task-creation-step
requiresCreativeContentRequires Creative Content(1)
- Dungeon Folder Quest
ex:dungeon-folder-quest
:scopeOf:scope of(1)
- Knowledge Sources Compartment
ex:knowledge-sources-compartment
selectsSelects(1)
- Layer 3 Integration
ex:layer-3-integration
selectsAgentSelects Agent(1)
- Layer 3 Integration
ex:layer-3-integration
singularFormSingular Form(1)
- Agents
ex:agents
specifiesCompositionOfSpecifies Composition of(1)
- Llm Loop Tools Equation
ex:llm-loop-tools-equation
stateOfState of(1)
- Agent Idle States
ex:agent-idle-states
statesHaveStates Have(1)
- Lisamegawatts
ex:lisamegawatts
statesTargetAudienceStates Target Audience(1)
- Ajaxdavis
ex:ajaxdavis
suggestedCapabilitySuggested Capability(1)
- Lisamegawatts
ex:lisamegawatts
targetAudienceTarget Audience(1)
- Git Mirror
ex:git-mirror
taskOfTask of(1)
- Agent Current Task
ex:agent-current-task
telegraphedToTelegraphed to(1)
- Mr Austin Hurditt
ex:mr-austin-hurditt
teleologicalForTeleological for(1)
- Agent Context
ex:agent-context
willCommitWhenWill Commit When(1)
- Xenonfun
ex:xenonfun
Other facts (262)
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.
| Predicate | Value | Ref |
|---|---|---|
| Has | Prompt | [6] |
| Has | Compartment of Knowledge Sources | [6] |
| Has | Vectordb | [6] |
| Has | Model Itself Finetune | [6] |
| Has | Planner | [7] |
| Has | Prompt | [12] |
| Has | lifecycle | [45] |
| Performs Action | Set Up Risk Matrix | [51] |
| Performs Action | Evaluate Complexity Factors | [51] |
| Performs Action | Identify Risks | [51] |
| Performs Action | Prioritize Risks | [51] |
| Performs Action | Develop Mitigation Strategies | [51] |
| Performs Action | Conduct Regular Reviews | [51] |
| Performs Action | Monitor Incoming Transactions | [61] |
| Composed of | Llm | [15] |
| Composed of | Loop | [15] |
| Composed of | Tools | [15] |
| Composed of | Llm | [45] |
| Composed of | Loop | [45] |
| Composed of | Tools | [45] |
| Could Manage in Theory | Async Tasks | [5] |
| Could Manage in Theory | Docker | [5] |
| Could Manage in Theory | External Agent | [5] |
| Could Manage in Theory | Kubernetes | [5] |
| Could Manage in Theory | Python Environments | [5] |
| Uses | Vectordb | [12] |
| Uses | Remote Node | [14] |
| Uses | Llm | [45] |
| Uses | Loop | [45] |
| Uses | Tools | [45] |
| Characteristic | autonomous | [48] |
| Characteristic | goal-directed | [48] |
| Characteristic | reactive | [48] |
| Characteristic | autonomous | [52] |
| Characteristic | proactive | [52] |
| Has Access to | Github | [21] |
| Has Access to | Playwright Mcp | [21] |
| Has Access to | Vercel | [21] |
| Has Access to | Design Doc | [74] |
| Implements | Skill Badge | [43] |
| Implements | Levels | [43] |
| Implements | Competition | [43] |
| Implements | Orchestration Patterns | [45] |
| Handles | Context and Direction | [6] |
| Handles | Context and Direction | [12] |
| Handles | Error Handling | [45] |
| Definition Requires | Llm | [45] |
| Definition Requires | Loop | [45] |
| Definition Requires | Tools | [45] |
| Created by Combining | LLM | [45] |
| Created by Combining | loop | [45] |
| Created by Combining | tools | [45] |
| Can Function With | llm | [45] |
| Can Function With | loop | [45] |
| Can Function With | tools | [45] |
| Cannot Function Without | llm | [45] |
| Cannot Function Without | loop | [45] |
| Cannot Function Without | tools | [45] |
| Has Role in | Team | [46] |
| Has Role in | Marketing Party | [46] |
| Has Role in | Collaborations | [46] |
| Capability | decision making | [48] |
| Capability | action execution | [48] |
| Capability | communication | [48] |
| Found Value for | 32.4 keV | [73] |
| Found Value for | 37.7 keV | [73] |
| Found Value for | 43.3 keV | [73] |
| Assigned Value to | Sgr 1806 20 | [73] |
| Assigned Value to | Sgr 1935+2154 | [73] |
| Assigned Value to | 1e 1547.0 5408 | [73] |
| Donto:may Use | Async Runtime | [76] |
| Donto:may Use | Tokio | [76] |
| Donto:may Use | Embedded Hal | [76] |
| Participates in | Quest Completion | [1] |
| Participates in | Collaborations | [46] |
| Does Not Need | Asset Optimization Rules | [3] |
| Does Not Need | Blender Mcp | [3] |
| Accesses Via | Cli | [21] |
| Accesses Via | Mcp | [21] |
| Assigned to Task | Task | [27] |
| Assigned to Task | File Creation | [72] |
| Has Task | Download NASA Bearing Pdebench | [35] |
| Has Task | Agent Current Task | [46] |
| Examines | Audit Trail Via Kind 1063 Events | [36] |
| Examines | Cross Worker State Sharing | [36] |
| Allows Observation of | How Well It Functions | [43] |
| Allows Observation of | What Tools It Requires Equipped | [43] |
| Has Level | Level 1 | [43] |
| Has Level | Level 10 | [43] |
| Effective for | autonomous-problem-solving | [45] |
| Effective for | iterative-task-execution | [45] |
| Application Domain | software development | [48] |
| Application Domain | game development | [48] |
| Planned Capability | Walking Around | [57] |
| Planned Capability | Interacting With Each Other | [57] |
| Donto:contains | Serial Modbus Charger | [76] |
| Donto:contains | Ble Modbus Inverter | [76] |
| Donto:deployment Target | Edge Device | [76] |
| Donto:deployment Target | Embedded System | [76] |
| Donto:purpose | Hardware Control | [76] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (77)
ctx:discord/blah/agentsofempire/part-2ctx:discord/blah/blah/part-1ctx:discord/blah/blocks/part-10ctx:discord/blah/general/part-38ctx:discord/blah/general/part-41ctx:discord/blah/general/part-83ctx:discord/blah/general/part-85ctx:discord/blah/fetch/part-2ctx:discord/blah/mcp-tools/part-7ctx:discord/blah/mcp-tools/part-10ctx:discord/blah/models/part-7ctx:discord/blah/general/part-17ctx:discord/blah/omega/part-290ctx:discord/blah/omega/part-333ctx:discord/blah/agents/part-6ctx:discord/blah/general/part-59ctx:discord/blah/omega/part-677ctx:discord/blah/omega/part-1064ctx:discord/blah/prompt-bullshit/part-6ctx:discord/blah/prompt-bullshit/part-10ctx:discord/blah/random/part-9ctx:discord/blah/safiersemantics/part-18ctx:discord/blah/safiersemantics/part-29ctx:discord/blah/safiersemantics/part-45ctx:discord/blah/safiersemantics/part-77ctx:discord/blah/safiersemantics/part-83ctx:discord/blah/task-projects/part-2ctx:discord/blah/task-projects/part-7ctx:discord/blah/tpmjs/part-42ctx:discord/blah/watt-activation/part-254ctx:discord/blah/watt-activation/part-332ctx:discord/blah/watt-activation/part-425ctx:discord/blah/watt-activation/part-430ctx:discord/blah/watt-activation/part-490ctx:discord/blah/watt-activation/part-503ctx:discord/blah/watt-activation/part-559ctx:discord/blah/watt-activation/part-669ctx:discord/blah/tpmjs/part-61ctx:genes/eky/research-checklist-p3ctx:genes/trove-cooktown/beche-de-merctx:genes/trove-cooktown/cingalesectx:genes/trove-cooktown/coloured-personsctx:discord/blah/agentsofempire/2- full textctx:discord/blah/agentsofempire/2text/plain2 KB
doc:discord/blah/agentsofempire/2Show excerpt
[2026-01-30 19:58] lisamegawatts: could do a weid abstraction where the agent gets skill badges by actually doing a task and then commiting the exact workflow to a file, like you complete quest and the archivist writes your tale of glory in…
ctx:discord/blah/agents/1- full textctx:discord/blah/agents/1text/plain2 KB
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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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doc:discord/blah/agents/6Show excerpt
[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…
ctx:discord/blah/agentsofempire/3- full textctx:discord/blah/agentsofempire/3text/plain3 KB
doc:discord/blah/agentsofempire/3Show excerpt
[2026-01-30 22:12] lisamegawatts: POST /execute — Accepts a task type, path, quest ID, and quest title. Returns execution logs and success status. Supported Task Types (Tools) Task Type Description list_directory Lists files in a dire…
ctx:discord/blah/agents/4- full textctx:discord/blah/agents/4text/plain3 KB
doc:discord/blah/agents/4Show excerpt
[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…
ctx:discord/blah/agents/2- full textctx:discord/blah/agents/2text/plain3 KB
doc:discord/blah/agents/2Show excerpt
[2026-02-09 06:55] traves_theberge: - Warcraft Peon: wowhead.com/sounds/name:pe… - Warcraft Peasant: wowhead.com/sounds/name:pe… - Mario: myinstants.com/en/search/?nam… - Spongebob: myinstants.com/en/search/?nam… - - E.g: //.claude/settin…
ctx:discord/blah/agentsofempire/1- full textctx:discord/blah/agentsofempire/1text/plain2 KB
doc:discord/blah/agentsofempire/1Show excerpt
[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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doc:discord/blah/agents/3Show excerpt
[2026-02-10 03:12] traves_theberge: i cant wait to try them out, for not ill just get the certs from anthropic, free certs for my linked in lol [2026-02-10 05:57] traves_theberge: https://github.com/nyldn/claude-octopus [2026-02-10 06:00] t…
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doc:beam/59c3c0fd-9004-4567-bf55-8b0ee79e2619Show excerpt
| Latency and Throughput | High | Medium | Medium Risk| | LLM Integration | Medium | Medium | Medium Risk| | Data Privacy and Compliance | Low | High | Low Risk | | Document Types and Volume | High …
ctx:discord/blah/atlas-ai/1- full textctx:discord/blah/atlas-ai/1text/plain3 KB
doc:discord/blah/atlas-ai/1Show excerpt
[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…
ctx:discord/blah/design/3- full textdesign-3text/plain3 KB
doc:agent/design-3/8c34c4f3-77a1-4826-81ef-a2aced492951Show excerpt
[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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doc:agent/general-59/bfd32e04-9732-4eed-bf42-b90d3cdb573cShow excerpt
[2025-08-19 19:35] foxhop.: ``` Exploiting this is as simple as following these steps: Get a free trial on CodeRabbit and register using a personal GitHub account Create a private repository and grant CodeRabbit access to it, so th…
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[2025-12-05 21:45] ajaxdavis: who are you [2025-12-06 05:56] willjasen: i need to find the answers to know myself [2025-12-06 07:15] alluring_piglet_29962: https://old.reddit.com/r/LLMDevs/comments/1pdy2i7/llm_skills_have_quietly_shifted_fr…
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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…
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[2026-01-27 10:31] lisamegawatts: so they will be glb but i'll need to scle down vertices and bake textures and such for big ones, and humanoids will be vrm for autorigging [2026-01-27 10:32] lisamegawatts: the deep agents example they had …
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[2026-01-26 22:03] lisamegawatts: Domain stuff still updating so not ready for signups yet but almost [2026-01-26 22:05] lisamegawatts: Got claude to run the lisa loop workflow successfully, so if all goes well it should be able to plow thr…
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[2026-01-28 06:57] lisamegawatts: Its currently failing to write a test script and fixing its emojis [2026-01-28 09:11] ajaxdavis: you got a diagram [2026-01-28 09:11] ajaxdavis: im making yet another style guide [2026-01-28 09:13] lisamega…
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[2025-12-20 12:18] omega [bot]: 🔧 1/1: uploadMyPhoto ❌ Failed **Args:** ```json { "attachmentId": "96abfb6e-bb9d-4ff9-9d78-8a7d611c04a6", "userId": "1211062099137265723", "username": "lisamegawatts" } ``` **Result:** ```json { "succ…
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[2025-12-07 22:07] omega [bot]: The knowledge graph embeddings in SEAL serve as a way to represent entities and relations within the knowledge graph in continuous vector spaces. This allows the agent to perform reasoning and learning more e…
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[2025-04-03 06:30] ajaxdavis: ^ same kind of reasoning I've been following SLOP https://github.com/agnt-gg/slop/ It's just HTTP, but with some rules/community, you know it's meant to work with LLM's [2025-04-03 06:32] ajaxdavis: did you g…
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[2025-05-26 11:24] lisamegawatts: Pretty happy with this, it uses local lm or openrouter, auto searches archiv and wikipedia in endglish and non-english, ranks the resources, stores in chroma db, then rags over the character results and ext…
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[2026-03-10 13:46] rolandnsharp7643: that's a lot of claude ... [2026-03-10 14:15] foxhop.: i posted secret messages sshmail peeps can read. [2026-03-10 16:52] ajaxdavis: works well, just needs some love ux and design. also got a couple ran…
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[2026-05-01 21:24] xenonfun: gnostr-cloud staging: A place to get experimental (bringing back Uranus) https://uranus.gnostr.cloud/ [2026-05-01 21:25] xenonfun: vortex now fairly stable, records things correctly now. uranus will fork off, an…
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[2026-01-14 06:32] ajaxdavis: (the still butchering the tpmjs stuff, trying to figure out the ownership model of collections/agents, i've currently settled on that you "fork" them. or "copy") it's currently a clone model and it becomes your…
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[2026-01-14 20:22] ajaxdavis: ``` Code & Development Tools 1. Live Code Playground - Users paste code, it runs in a sprite, results stream back. Support 40+ languages with the existing unsandbox tool but with persistence. 2. Instant …
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- Utilize parallel stages and steps to run multiple tasks concurrently. - Use the `parallel` directive in your Jenkinsfile to run multiple stages or steps in parallel. 4. **Caching and Artifacts**: - Use caching mechanisms to stor…
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[2026-03-09 06:23] xenonfun: ``` ⏺ No — softmax is on self.log_adjacency which is a static (G, G) parameter tensor, completely independent of T. It runs once per forward pass in O(G²) = O(64). The sequence-length work is entirely in _gate…
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failure { echo 'Pipeline failed!' } } } def performancePublisher(long duration) { performancePublisher( parsers: [ performanceParser( parserName: 'Generic', …
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[2026-03-20 01:28] xenonfun: ``` ⏺ OK, so for H≠4 it dispatches to _spectral_lohe_sync in attention.py (line 162), and for H=4 it uses quaternion_lohe_sync. Our entity run uses H=2, so it wouldn't even hit the Lohe FFN path — ResonantWir…
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[2026-03-23 00:52] xenonfun: ⏺ The honest answer is that the observational data we have is already most of what's published. The bottleneck is: For E_c (burst cutoffs): - Only SGR 1806-20 has a genuine MeV-scale measurement (12 MeV fro…
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[2026-03-23 03:02] xenonfun: ⏺ Three agents are building in parallel: 1. Core crypto/data modules — merkle.rs, identity.rs, reputation.rs, protocol.rs, verification.rs (Merkle trees, BIP-340 Schnorr signing, reputation system, all mess…
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# Print the top 10 fields print(sorted_fields.head(10)) # Example usage: analyze_corpus('path/to/corpus.csv') ``` But I need to integrate this with my Elasticsearch setup, which is currently using the Elasticsearch Java Client 8.9.…
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xenonfun in #hardware: <@823468778704076810> highly recommend you check it out. will post recipe its still tweaking a bit.…
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xenonfun in #hardware: Outstanding — 11/11 grounded inside bbox, mean error 4px on the real dense dashboard, and the live clicks landed exactly on 📊 monitor and 🌐 network. Let me visually confirm the clicks actually switched views.…
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xenonfun in #hardware: yeah its impressive…
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xenonfun in #hardware: ``` Concurrency sweep (mixed image+text, 256 tok out) — 46/46 OK ┌──────┬─────────────┬──────┬──────┐ │ Conc │ Gen tput │ p50 │ p95 │ ├──────┼─────────────┼──────┼──────┤ │ 1 │ 75.8 tok/s │ 3.0s │ …
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xenonfun in #hardware: All the earlier verifications still stand from this same running instance: KV fit at 0.35 (18 GB / 1.79M tokens → 6.84× at full 256K), tool calling working (structured tool_calls, qwen3_coder), and 44K-token needle …
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xenonfun in #hardware: running it thru some tests now.…
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xenonfun in #hardware: yeah its looking pretty solid…
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xenonfun in #hardware: would be nice if FP4 worked. Your GPU does not have native support for FP4 computation but FP4 quantization is being used. Weight-only FP4 compression will be used leveraging the Marlin kernel. This may degrade perfor…
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xenonfun in #hardware: holo3.1 running. faster than nemo with zero optimization, will see how it goes: https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4…
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xenonfun in #hardware: yeah I was going to start looking but that guy been working on it. glad can quant as they are heavy.…
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ajaxdavis in #hardware: that will be pretty sick to have locally…
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xenonfun in #hardware: https://x.com/i/status/2061810401013100871…
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[Session date: 2023/11/30 (Thu) 12:13] User: I'm planning to move into my new home soon and I need to set up cable and TV services. Can you recommend some providers in my area and their prices? By the way, I'm really looking forward to fina…
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