orchestrator

as donto believed on

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

Linked via sameAs to 3 other subjects: Or Hetrators, Orchesta, OrchestraReview & merge →

orchestrator has 220 facts recorded in Dontopedia across 44 references, with 25 live disagreements.

220 facts·159 predicates·44 sources·25 in dispute

Mostly:rdf:type(16), has jobs(4), holds full field reason(4)

Rdf:typein dispute`rdf:type`

Component^[23]all time · 6
Role^[24]all time · 3
Concept^[25]all time · 2
Software Component^[25]all time · 2
Agent System^[26]all time · 8
Software Role^[29]all time · 7
Software Component^[30]all time · 33
Software Component^[32]all time · 11
System Component^[34]all time · 527
System Component^[35]all time · 529

Inbound mentions (61)

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.

`involvesActor`Involves Actor(2)

Approach 2ex:approach-2
Approach 4ex:approach-4

`performedBy`Performed by(2)

Batch Protocol Step 1ex:batch-protocol-step-1
Batch Protocol Step 3ex:batch-protocol-step-3

`addedUnsandboxTo`Added Unsandbox to(1)

Foxhopex:foxhop

`appliesTo`Applies to(1)

Orchestrator Lockdownex:orchestrator-lockdown

`asksIfDogfooding`Asks If Dogfooding(1)

Ajaxdavisex:ajaxdavis

`asksToSeeDataFrom`Asks to See Data From(1)

Foxhopex:foxhop

`assignedFocusArea`Assigned Focus Area(1)

Traves Thebergeex:traves-theberge

`blamedForUnreliability`Blamed for Unreliability(1)

Lisamegawattsex:lisamegawatts

`comparesToLimit`Compares to Limit(1)

Processing Time Calculationex:processing-time-calculation

`configures`Configures(1)

Orchestrator Configex:orchestrator-config

`connectsTo`Connects to(1)

Resonate Clientex:resonate-client

`contains`Contains(1)

Workflow Configex:workflow-config

`coordinatedBy`Coordinated by(1)

Different Agentsex:different-agents

`coordinationMechanism`Coordination Mechanism(1)

Simultaneous Workex:simultaneous-work

`coordinationRole`Coordination Role(1)

Main Classex:main-class

`describedOrchestratorFunction`Described Orchestrator Function(1)

Lisamegawattsex:lisamegawatts

`enabledBy`Enabled by(1)

Simultaneous Workex:simultaneous-work

`enables`Enables(1)

Blocksex:blocks

`enablesTiny`Enables Tiny(1)

Streaming Stateless Modelex:streaming-stateless-model

`exceedsLimitOf`Exceeds Limit of(1)

Processing Time Calculationex:processing-time-calculation

`hasComponent`Has Component(1)

Orchestrator With Subagentsex:orchestrator-with-subagents

`hasOrchestratorThatDecides`Has Orchestrator That Decides(1)

Roo Flowex:roo-flow

`hasRole`Has Role(1)

Rooex:roo

`implements`Implements(1)

Commutator Serverex:commutator-server

`includes`Includes(1)

Commutator Serverex:commutator-server

`includesModule`Includes Module(1)

Siaex:sia

`includesSubmodule`Includes Submodule(1)

Serverex:server

`independentBinaryFrom`Independent Binary From(1)

Clientex:client

`insightAbout`Insight About(1)

Orchestrator Config Insightex:orchestrator-config-insight

`involvesParts`Involves Parts(1)

Collaborationex:collaboration

`likelyIntendedAs`Likely Intended As(1)

Or Hetratorsex:or-hetrators

`meantToRunInOrderUsingOrchestrator`Meant to Run in Order Using Orchestrator(1)

Workflowmdex:workflowmd

`mentionsTopic`Mentions Topic(1)

Message 2026 02 10 02 51ex:message-2026-02-10-02-51

`observedChange`Observed Change(1)

Traves Thebergeex:traves-theberge

`partOf`Part of(1)

Assign Slice Functionex:assign-slice-function

`partOfSystemWith`Part of System With(1)

Sqlite Agentex:sqlite-agent

`presupposesOrchestratorExists`Presupposes Orchestrator Exists(1)

Lisamegawattsex:lisamegawatts

`receiveTasksFrom`Receive Tasks From(1)

Subagentsex:subagents

`receiveTasksFromOrchestrator`Receive Tasks From Orchestrator(1)

Agentsex:agents

`relatedTo`Related to(1)

Workflow Configex:workflow-config

`reportedOrchestratorWorkingWell`Reported Orchestrator Working Well(1)

Lisamegawattsex:lisamegawatts

`reportsMetricTo`Reports Metric to(1)

Workerex:worker

`reportsStatusTo`Reports Status to(1)

Worker aex:worker-a

`repositoryNameContains`Repository Name Contains(1)

Swarmorchestrator Githubex:swarmorchestrator-github

`requires`Requires(1)

Simultaneous Workex:simultaneous-work

`sameAs`Same As(1)

Or Hetratorsex:or-hetrators

`sendsEdgesTo`Sends Edges to(1)

Worker aex:worker-a

`sendsFullField`Sends Full Field(1)

Delta Encodingex:delta-encoding

`shouldBe`Should Be(1)

Or Hetratorsex:or-hetrators

`specifiesPartAs`Specifies Part As(1)

Foxhopex:foxhop

`statedImplementationDetail`Stated Implementation Detail(1)

Foxhopex:foxhop

`temporarySolutionFor`Temporary Solution for(1)

Vendored Versionsex:vendored-versions

`typoFor`Typo for(1)

Or Hetratorsex:or-hetrators

`uses`Uses(1)

Workflowmdex:workflowmd

`usesComponent`Uses Component(1)

Workflowmdex:workflowmd

`usesConfiguration`Uses Configuration(1)

Lisamegawattsex:lisamegawatts

`usesOrchestrator`Uses Orchestrator(1)

Claudeex:claude

`usesSoftware`Uses Software(1)

Lisamegawattsex:lisamegawatts

`usesTool`Uses Tool(1)

Lisamegawattsex:lisamegawatts

Other facts (196)

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.

196 facts

Predicate	Value	Ref
Has Jobs	Assign Slices	[14]
Has Jobs	Collect Metrics	[14]
Has Jobs	Provide Halos	[14]
Has Jobs	Receive Results	[14]
Holds Full Field Reason	Initial Seeding	[14]
Holds Full Field Reason	Spot Check Verification	[14]
Holds Full Field Reason	Initial Seeding	[37]
Holds Full Field Reason	Spot Check Verification	[37]
Coordinates	Worker Notifications	[22]
Coordinates	Subagents	[23]
Coordinates	Tasks	[23]
Coordinates	Different Agents	[25]
Has Job	Assign Slices	[37]
Has Job	Receive Results	[37]
Has Job	Provide Halos	[37]
Has Job	Collect Metrics	[37]
Is Stateless	True	[12]
Is Stateless	null	[13]
Is Stateless	true	[21]
Acts As	data relay	[22]
Acts As	Coordinator	[37]
Acts As	not a data store	[37]
Function	coordination	[25]
Function	coordinate agents	[25]
Function	manage workflows	[25]
Capability	agent selection	[25]
Capability	task distribution	[25]
Capability	result aggregation	[25]
Enables Long Sequential Tasks	Workflow	[1]
Enables Long Sequential Tasks	True	[2]
Assigns Tasks to	Architect	[3]
Assigns Tasks to	Researcher	[3]
Waits for	Completion Events	[7]
Waits for	Completion Event	[32]
Assigns Slices	Slices	[8]
Assigns Slices	Slice Assignment Task	[35]
Spot Checks Random Points	10	[8]
Spot Checks Random Points	10	[35]
Reassigns Slices on Failure	Slices	[8]
Reassigns Slices on Failure	Reassignment Event	[35]
Holds Global Field State	Global Field State	[8]
Holds Global Field State	Global Field State	[35]
Detects	Low Delta Norm	[9]
Detects	Low Delta Norm	[36]
Requests	Merkle Proofs	[10]
Requests	Merkle Proofs	[34]
Reveals	Challenge Indices	[10]
Reveals	Challenge Indices	[34]
Recomputes Locally	Boundary Points	[11]
Recomputes Locally	Boundary Points	[33]
Assigns Role	Researcher	[29]
Assigns Role	Architect	[29]
Uses Remote Go Package	Unfirehose	[31]
Uses Remote Go Package	Unsandbox	[31]
Holds Data	Full Field	[33]
Holds Data	Trusted Summary	[33]
Verifies	Total Energy	[34]
Verifies	match	[34]
Sees	Boundary Points	[37]
Sees	Spot Check Samples	[37]
Needs for Verification	Challenged Points	[37]
Needs for Verification	Proofs	[37]
Provides	Blob Hash Abc123	[42]
Provides	Cdn Url	[42]
Worked Well	Workflow	[1]
Assigns Tasks	Agents	[1]
Assigns at Right Time	Tasks	[1]
Runs	Workflow	[1]
Handles Sequential Long Tasks	{}	[1]
Runs Workflow and Assigns Tasks	To Right Agents	[2]
Was Working Well	For a Bit	[2]
Runs Workflow Assigns Tasks to Agents in Sequence	Agents	[2]
Creates Detailed Plan	Plan	[3]
Follows Instructions Per Task	Roo Flow	[4]
Integrates	Unsandbox	[5]
Uses Optionally	Remote Go Pkgs	[5]
Produces Data Visible in	Unfirehose	[5]
Now End to End Working	True	[6]
Uses Worktrees	True	[6]
Has Timeout	10 minutes	[7]
Depends on Completion Events	true	[7]
Spot Checks Points	10	[8]
Rejects on Fail	Result	[8]
Reassigns to Backup on Fail	Slices	[8]
Tracks Worker Reputation Scores	Worker Reputation Scores	[8]
Presupposes Global Coordination	Field State	[8]
Connects Via Https Web Socket	Volunteers	[8]
Is Trusted	Trusted	[8]
Updates Global Field on Accept	Global Field	[8]
Increments Reputation on Pass	Reputation	[8]
Includes Overlap in Slices	Halos	[8]
Sends Slice Data	Slice Data	[8]
Sends Nonce	Nonce	[8]
Sends Halos	Halos	[8]
Accepts on Pass	Result	[8]
Bans Worker After Failures	3	[8]
Decrements Reputation on Fail	Reputation	[8]
Sends Nsteps	N Steps	[8]
Instructs	Repeat Previous With New Halos	[9]
Controls Assignments	Adaptive	[9]

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.

220 undated

—

workedWellblah/katbot/part-9

ex:workflow

—

assignsTasksblah/katbot/part-9

ex:agents

—

assignsAtRightTimeblah/katbot/part-9

ex:tasks

—

enablesLongSequentialTasksblah/katbot/part-9

ex:workflow

—

runsblah/katbot/part-9

ex:workflow

—

handlesSequentialLongTasksblah/katbot/part-9

{}

—

runsWorkflowAndAssignsTasksblah/katbot/part-2

ex:to-right-agents

—

enablesLongSequentialTasksblah/katbot/part-2

ex:true

—

wasWorkingWellblah/katbot/part-2

ex:for-a-bit

—

runsWorkflowAssignsTasksToAgentsInSequenceblah/katbot/part-2

ex:agents

—

assignsTasksToblah/random/part-7

ex:architect

—

createsDetailedPlanblah/random/part-7

ex:plan

—

assignsTasksToblah/random/part-7

ex:researcher

—

followsInstructionsPerTaskblah/prompts/part-6

ex:roo-flow

—

integratesblah/task-projects/part-5

ex:unsandbox

—

usesOptionallyblah/task-projects/part-5

ex:remote-go-pkgs

—

producesDataVisibleInblah/task-projects/part-5

ex:unfirehose

—

nowEndToEndWorkingblah/task-projects/part-10

ex:true

—

usesWorktreesblah/task-projects/part-10

ex:true

—

hasTimeoutblah/training-and-evals/part-11

10 minutes

—

waitsForblah/training-and-evals/part-11

ex:completion-events

—

dependsOnCompletionEventsblah/training-and-evals/part-11

true

—

spotChecksPointsblah/watt-activation/part-532

—

assignsSlicesblah/watt-activation/part-532

ex:slices

—

rejectsOnFailblah/watt-activation/part-532

ex:result

—

spotChecksRandomPointsblah/watt-activation/part-532

—

reassignsToBackupOnFailblah/watt-activation/part-532

ex:slices

—

reassignsSlicesOnFailureblah/watt-activation/part-532

ex:slices

—

tracksWorkerReputationScoresblah/watt-activation/part-532

ex:worker-reputation-scores

—

presupposesGlobalCoordinationblah/watt-activation/part-532

ex:field-state

—

connectsViaHttpsWebSocketblah/watt-activation/part-532

ex:volunteers

—

isTrustedblah/watt-activation/part-532

ex:trusted

—

updatesGlobalFieldOnAcceptblah/watt-activation/part-532

ex:global-field

—

incrementsReputationOnPassblah/watt-activation/part-532

ex:reputation

—

includesOverlapInSlicesblah/watt-activation/part-532

ex:halos

—

holdsGlobalFieldStateblah/watt-activation/part-532

ex:global-field-state

—

sendsSliceDatablah/watt-activation/part-532

ex:slice-data

—

sendsNonceblah/watt-activation/part-532

ex:nonce

—

sendsHalosblah/watt-activation/part-532

ex:halos

—

acceptsOnPassblah/watt-activation/part-532

ex:result

—

bansWorkerAfterFailuresblah/watt-activation/part-532

—

decrementsReputationOnFailblah/watt-activation/part-532

ex:reputation

—

sendsNstepsblah/watt-activation/part-532

ex:n-steps

—

detectsblah/watt-activation/part-533

ex:low-delta-norm

—

instructsblah/watt-activation/part-533

ex:repeat-previous-with-new-halos

—

controlsAssignmentsblah/watt-activation/part-533

ex:adaptive

—

sendsWorkToblah/watt-activation/part-530

ex:worker

—

canVerifyblah/watt-activation/part-530

ex:total-energy

—

challengesWorkerblah/watt-activation/part-530

ex:challenge-indices

—

picksRandomblah/watt-activation/part-530

ex:challenge-indices

—

reComputesblah/watt-activation/part-530

ex:those-points

—

requestsblah/watt-activation/part-530

ex:merkle-proofs

—

revealsblah/watt-activation/part-530

ex:challenge-indices

—

verifiesMatchblah/watt-activation/part-530

ex:those-points

—

verifiesSubsetblah/watt-activation/part-530

ex:points

—

numberOfChecksblah/watt-activation/part-531

5-10

—

rejectsSliceIfDisagreeGreaterThanblah/watt-activation/part-531

ex:epsilon

—

recomputesLocallyblah/watt-activation/part-531

ex:boundary-points

—

assumesTrustedblah/watt-activation/part-531

ex:full-field

—

picksRandomlyblah/watt-activation/part-531

ex:boundary-points

—

holdsAltblah/watt-activation/part-531

ex:trusted-summary

—

holdsblah/watt-activation/part-531

ex:full-field

—

verifiesAfterblah/watt-activation/part-531

ex:worker-computation

—

isStatelessblah/watt-activation/part-545

ex:true

—

isStatelessblah/watt-activation/part-546

null

—

currentlyHoldsFullFieldblah/watt-activation/part-542

ex:knownFact

—

becomesblah/watt-activation/part-542

ex:coordinator-not-data-store

—

doesNotNeedToHoldblah/watt-activation/part-542

ex:full-field

—

seesOnlyblah/watt-activation/part-542

ex:boundary-points-plus-spot-check-samples

—

hasJobsblah/watt-activation/part-542

ex:assign-slices

—

hasJobsblah/watt-activation/part-542

ex:collect-metrics

—

hasJobsblah/watt-activation/part-542

ex:provide-halos

—

hasJobsblah/watt-activation/part-542

ex:receive-results

—

currentlyHoldsblah/watt-activation/part-542

ex:full-global-field

—

holdsFullFieldReasonblah/watt-activation/part-542

ex:initial-seeding

—

holdsFullFieldReasonblah/watt-activation/part-542

ex:spot-check-verification

—

ontologicallyShiftsToCoordinatorblah/watt-activation/part-542

null

—

neverNeedsblah/watt-activation/part-542

ex:full-slice

—

assumedToExistblah/watt-activation/part-552

null

—

usesblah/watt-activation/part-552

ex:box-dyn-resonatestore

—

agnosticToBackendblah/watt-activation/part-552

null

—

speaksProtocolblah/watt-activation/part-553

ex:same-protocol

—

isIndependentBinaryblah/watt-activation/part-553

true

—

hasStaleSliceReaperblah/watt-activation/part-550

ex:stale-slice-reaper

—

incursZeroBandwidthblah/watt-activation/part-560

ex:blob

—

isStatelessForBlobsblah/watt-activation/part-560

ex:blob

—

neverTouchesblah/watt-activation/part-560

ex:blob

—

knowsHashesWithoutDatablah/watt-activation/part-560

ex:blob

—

providesCdnUrlblah/watt-activation/part-560

https://cdn.example.com/blobs/

—

providesBlobHashblah/watt-activation/part-560

abc123

—

avoidsDataTransferblah/watt-activation/part-560

ex:blob

—

canRunBlossomServerSeparatelyblah/watt-activation/part-559

ex:true

—

canEmbedBlossomServerOnblah/watt-activation/part-559

ex:same-port-different-routes

—

relaysblah/watt-activation/part-559

ex:blob-hash

—

avoidsFieldDataOnWireblah/watt-activation/part-559

ex:true

—

managesTasksblah/katbot/part-7

ex:subagents-tasks

—

hasProportionalCostToGridSizeblah/watt-activation/part-543

0 bytes

—

isScalableblah/watt-activation/part-543

true

—

isStatelessblah/watt-activation/part-543

true

—

actsAsblah/watt-activation/part-562

data relay

—

usesRttForblah/watt-activation/part-562

placing adjacent slices

—

coordinatesblah/watt-activation/part-562

ex:worker-notifications

—

isFallbackRelayblah/watt-activation/part-562

true

—

knowsPeerNpubsblah/watt-activation/part-562

true

—

managesAssignmentsblah/watt-activation/part-562

ex:slices

—

assignsSlicesBasedOnblah/watt-activation/part-562

ex:latency

—

providesNpubWhenblah/watt-activation/part-562

assigning adjacent slices

—

typeblah/agents/6

ex:Component

—

labelblah/agents/6

orchestrator

—

coordinatesblah/agents/6

ex:subagents

—

coordinatesblah/agents/6

ex:tasks

—

delegatesblah/agents/6

ex:tasks

—

managesblah/agents/6

ex:multi-agent-system

—

distributesTasksToblah/agents/6

ex:subagents

—

coordinatesMultipleblah/agents/6

ex:subagents

—

labelblah/agentsofempire/3

orchestrator

—

typeblah/agentsofempire/3

ex:Role

—

partOfblah/agentsofempire/3

ex:swarmorchestrator-github

—

sameAsblah/agentsofempire/3

ex:or-hetrators

—

shouldBeInsteadOfblah/agentsofempire/3

ex:or-hetrators

—

hasLetterblah/agentsofempire/3

—

typeblah/agents/2

ex:Concept

—

labelblah/agents/2

orchestrator

—

typeblah/agents/2

ex:SoftwareComponent

—

functionblah/agents/2

coordination

—

deployedOnblah/agents/2

ex:github

—

relatedToblah/agents/2

ex:workflow-config

—

componentOfblah/agents/2

ex:workflow-config

—

functionblah/agents/2

coordinate agents

—

functionblah/agents/2

manage workflows

—

capabilityblah/agents/2

agent selection

—

capabilityblah/agents/2

task distribution

—

capabilityblah/agents/2

result aggregation

—

orchestratesblah/agents/2

ex:agent

—

coordinatesblah/agents/2

ex:different-agents

—

enablesblah/agents/2

ex:simultaneous-work

—

typeblah/katbot/8

ex:AgentSystem

—

functionOfblah/katbot/7

ex:task-management

—

labelblah/prompts/6

orchestrator

—

assignsRoleblah/random/7

ex:researcher

—

assignsRoleblah/random/7

ex:architect

—

createsblah/random/7

ex:detailed-plan

—

typeblah/random/7

ex:SoftwareRole

—

typeblah/resources/33

ex:SoftwareComponent

—

usesRemoteGoPackageblah/task-projects/5

ex:unfirehose

—

usesRemoteGoPackageblah/task-projects/5

ex:unsandbox

—

likelySameAsblah/task-projects/5

ex:orchestra

—

typeblah/training-and-evals/11

ex:SoftwareComponent

—

waitsForblah/training-and-evals/11

ex:completion-event

—

hasWaitForEventTimeoutblah/training-and-evals/11

600

—

holdsDatablah/watt-activation/528

ex:full-field

—

holdsDatablah/watt-activation/528

ex:trusted-summary

—

performsActionblah/watt-activation/528

ex:random-selection

—

recomputesLocallyblah/watt-activation/528

ex:boundary-points

—

labelblah/watt-activation/527

orchestrator

—

typeblah/watt-activation/527

ex:SystemComponent

—

verifiesblah/watt-activation/527

ex:total-energy

—

verifiesAnySubsetOfPointsblah/watt-activation/527

true

—

requestsblah/watt-activation/527

ex:merkle-proofs

—

actionBeforeblah/watt-activation/527

sending work

—

revealsblah/watt-activation/527

ex:challenge-indices

—

re-computesblah/watt-activation/527

those points

—

verifiesblah/watt-activation/527

match

—

labelblah/watt-activation/529

Orchestrator

—

typeblah/watt-activation/529

ex:SystemComponent

—

hasTrustLevelblah/watt-activation/529

ex:Trusted

—

holdsGlobalFieldStateblah/watt-activation/529

ex:global-field-state

—

assignsSlicesblah/watt-activation/529

ex:slice-assignment-task

—

spotChecksRandomPointsblah/watt-activation/529

—

tracksWorkerReputationblah/watt-activation/529

ex:reputation-score

—

reassignsSlicesOnFailureblah/watt-activation/529

ex:reassignment-event

—

communicatesViablah/watt-activation/529

ex:https-websocket

—

sendsFullFieldblah/watt-activation/530

ex:FirstAssignment

—

sendsDeltasblah/watt-activation/530

ex:SubsequentAssignment

—

detectsblah/watt-activation/530

ex:LowDeltaNorm

—

instructsWorkerblah/watt-activation/530

ex:RepeatPreviousWithNewHalos

—

holdsInMemoryblah/watt-activation/539

ex:global-field

—

memoryUsageFor16MPointsblah/watt-activation/539

384 MB

—

memoryUsageForBillionPointsblah/watt-activation/539

24 GB

—

needsToHoldFullFieldblah/watt-activation/539

false

—

hasJobblah/watt-activation/539

ex:assign-slices

—

hasJobblah/watt-activation/539

ex:receive-results

—

hasJobblah/watt-activation/539

ex:provide-halos

—

hasJobblah/watt-activation/539

ex:collect-metrics

—

holdsFullFieldReasonblah/watt-activation/539

ex:initial-seeding

—

holdsFullFieldReasonblah/watt-activation/539

ex:spot-check-verification

—

memoryComplexityblah/watt-activation/539

O(num_workers)

—

memoryComplexityComparisonblah/watt-activation/539

not O(grid_size)

—

actsAsblah/watt-activation/539

ex:coordinator

—

actsAsblah/watt-activation/539

not a data store

—

seesblah/watt-activation/539

ex:boundary-points

—

seesblah/watt-activation/539

ex:spot-check-samples

—

needsForVerificationblah/watt-activation/539

ex:challenged-points

—

needsForVerificationblah/watt-activation/539

ex:proofs

—

hasStateblah/watt-activation/542

stateless

—

doesNotPerformActionblah/watt-activation/542

store it

—

typeblah/watt-activation/547

ex:ServerComponent

—

servesResourceblah/watt-activation/547

ex:single-html-file

—

labelblah/watt-activation/549

orchestrator

—

typeblah/watt-activation/549

ex:SoftwareComponent

References (44)

44 references

[1]Part 96 facts
ctx:discord/blah/katbot/part-9
[2]Part 24 facts
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[3]Part 73 facts
ctx:discord/blah/random/part-7
[4]Part 61 fact
ctx:discord/blah/prompts/part-6
[5]Part 53 facts
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[6]Part 102 facts
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[7]Part 113 facts
ctx:discord/blah/training-and-evals/part-11
[8]Part 53221 facts
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[9]Part 5333 facts
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[10]Part 5309 facts
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[11]Part 5318 facts
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[12]Part 5451 fact
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[13]Part 5461 fact
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[14]Part 54213 facts
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[15]Part 5523 facts
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[16]Part 5532 facts
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[17]Part 5501 fact
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[18]Part 5607 facts
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[19]Part 5594 facts
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[20]Part 71 fact
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[21]Part 5433 facts
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[22]Part 5628 facts
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[23]68 facts
ctx:discord/blah/agents/6
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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…
[24]36 facts
ctx:discord/blah/agentsofempire/3
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  [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…
[25]215 facts
ctx:discord/blah/agents/2
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  [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…
[26]81 fact
ctx:discord/blah/katbot/8
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  [2026-01-27 12:16] lisamegawatts: the correct way according to their docs is likely a plugin [2026-01-27 12:16] ajaxdavis: yeah idk how that works i would just manually place your agents in the `.claude/agents` folder [2026-01-27 12:16] aja…
[27]71 fact
ctx:discord/blah/katbot/7
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  [2026-01-27 11:51] lisamegawatts: its a workflowmd for agent coordination with custom subagents meant to run in order and use orchestrator to manage their tasks, i tried to mirror roo [2026-01-27 11:54] lisamegawatts: but it also doesn't us…
[28]61 fact
ctx:discord/blah/prompts/6
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  [2026-01-08 08:49] traves_theberge: Seriously need to just get a local voice with tool calls to Claude set up. After I’m done hllm I’ll work on that ! [2026-01-08 12:01] traves_theberge: (files: image0.jpg) [2026-01-08 12:08] ajaxdavis: tr…
[29]74 facts
ctx:discord/blah/random/7
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  [2025-08-08 06:50] lisamegawatts: Yea its great, better than subagents because of the personas and the to do structure. I ask orchestrator for feature and then it assigns a researcher, architect, etc and creates a detailed plan, i had 14 ar…
[30]331 fact
ctx:discord/blah/resources/33
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  [2026-01-24 19:57] lisamegawatts: https://github.com/google/langextract [2026-01-24 21:16] lisamegawatts: https://github.com/kmbro/langextract-typescript [2026-01-24 23:19] traves_theberge: Thanks Lisa !!’ [2026-01-24 23:21] lisamegawatts: …
[31]53 facts
ctx:discord/blah/task-projects/5
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  [2026-03-18 16:54] foxhop.: plan is to fit whatever backend is available. [2026-03-18 16:54] traves_theberge: we can do this better [2026-03-18 16:54] foxhop.: aka sqlite3 -> turso -> postgres -> elasticsearch [2026-03-18 16:56] traves_theb…
[32]113 facts
ctx:discord/blah/training-and-evals/11
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  [2026-02-21 16:35] ajaxdavis: ``` ● The models are all up — the problem is the eval runner itself. Here's what's happening: …
[33]5284 facts
ctx:discord/blah/watt-activation/528
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  [2026-03-23 02:24] xenonfun: Approach 1: Redundant computation with voting (SETI@home style) The simplest: send the same grid slice to 2-3 workers, compare results. If they agree within floating-point tolerance (~1e-4), accept. If they…
[34]5279 facts
ctx:discord/blah/watt-activation/527
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  [2026-03-23 02:18] xenonfun: Practical tricks for WAN async: 1. Speculative stepping with rollback: Worker proceeds optimistically. When the real halo arrives, if the difference exceeds a threshold, re-compute the boundary strip (only …
[35]5299 facts
ctx:discord/blah/watt-activation/529
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  [2026-03-23 02:26] xenonfun: Practical architecture for SETI@home-style bivector field ``` ┌──────────────────────────────────────────────┐ │ Orchestrator (trusted) │ │ - Holds global field state …
[36]5304 facts
ctx:discord/blah/watt-activation/530
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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…
[37]53918 facts
ctx:discord/blah/watt-activation/539
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  [2026-03-23 04:24] xenonfun: ``` ⏺ Yes — the orchestrator currently holds the full global field in memory (field_data: Vec<f32>, N×6 floats). For a 16M-point grid that's 384 MB. For a billion-point grid it'd be 24 GB. But it doesn't ac…
[38]5422 facts
ctx:discord/blah/watt-activation/542
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  [2026-03-23 05:29] xenonfun: ⏺ Resonate@Home is fully operational. 148 batches completed in 3.1 seconds, full protocol verified end-to-end. To answer your earlier question — our first 100M point CPU run took about 1.5 seconds for 100 ste…
[39]5472 facts
ctx:discord/blah/watt-activation/547
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  [2026-03-23 06:10] xenonfun: ⏺ Yes — the current design handles that naturally: Joining: A worker registers at any time via POST /api/resonate/register, gets an immediate assignment if there's work available, and starts computing. Mid-…
[40]5494 facts
ctx:discord/blah/watt-activation/549
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  [2026-03-23 06:30] xenonfun: ⏺ SQLite agent is building it with a trait-based ResonateStore interface — SQLite now, PostgreSQL pluggable later. The orchestrator just sees Box<dyn ResonateStore>, doesn't care which backend. Adding Postgres…
[41]5503 facts
ctx:discord/blah/watt-activation/550
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  [2026-03-23 06:38] xenonfun: ⏺ Yes — that's a hierarchical orchestrator topology and it works naturally with the current design. Here's why: ``` The orchestrator and client are independent binaries that speak the same protocol. Nothing …
[42]5576 facts
ctx:discord/blah/watt-activation/557
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  [2026-03-23 07:40] xenonfun: ``` ⏺ The complete blob storage stack: Client needs checkpoint for slice 250,001 ↓ Orchestrator: "blob hash = abc123, CDN URL = https://cdn.example.com/blobs/" ↓ Client: GET https://cdn.example.co…
[43]5563 facts
ctx:discord/blah/watt-activation/556
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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…
[44]5596 facts
ctx:discord/blah/watt-activation/559
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  [2026-03-23 08:34] xenonfun: ``` All 3 agents confirmed complete. Everything integrated and verified — 1,166 tests, zero failures. Now to your P2P and latency questions. Yes — direct peer-to-peer halo exchange makes perfect sense. Ri…

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Inbound mentions (61)

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`involvesActor`Involves Actor(2)

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`receiveTasksFromOrchestrator`Receive Tasks From Orchestrator(1)

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