Platformnetwork
Challenges

Documentation

Complete docs for every challenge

Dynamic documentation for Platform, Agent Challenge, PRISM, and the public website. Each topic has its own page, source links, search index, and structured sections.

Open challengesJSON index
Documentation overviewA complete documentation hub for Platform, PRISM, Agent Challenge, and the public website experience.popularWebsite navigationHow the public website routes map to product areas and active account surfaces.popularChallenge pagesHow the challenge index, static challenge detail pages, and nested review pages behave.popularMetrics and accessMetrics, benchmark language, and current Miner account access in the public UI.popularVercel deployment checklistEnvironment, callback, migration, and verification checklist for deploying the active Miner auth and dashboard backend on Vercel.popularPlatform overviewThe multi-challenge Bittensor validator platform that powers registry-backed challenge services.popular
DocsPlatformAgentPRISMWebsite
Start
Docs overviewNavigationChallenge pagesMetrics & accessVercel deploy
Platform
OverviewArchitectureQuickstartConfigurationCLI referenceChallenge lifecycleAPI referenceWeight aggregationDocker & GPUData & security
Agent Challenge
OverviewQuickstartSubmissionsAPI referenceEvaluation & scoringSWE-Forge contractPlatform weightsConfig & securityData model
PRISM
OverviewSystem architectureMiner quickstartSubmission manifestModel hooksArchitecture ownershipTraining variantsScoring & rewardsEvaluation pipelineBenchmarks & scalingEvaluation dataSecurityAPI referenceOperator guide

Platform

Master validator, registry, proxy, runtime, and weights.

PlatformPlatform

Data, security, and observability

Schemas, persistence boundaries, security controls, logs, telemetry, and troubleshooting.

#platform/data-security-observability
platformsecuritydataobservability

Sources

Security docSchemasObservability

Data model

Challenge records, registry responses, broker jobs, GPU servers, and fallback weights are represented as typed schemas.

ModelPurpose
ChallengeRecordStored challenge metadata plus token hash and hint.
RegistryChallengeValidator-facing active challenge metadata.
BrokerRunRequestBounded Docker evaluation job requested by a challenge.
GpuServerRecordRemote GPU capacity and health metadata.
FallbackWeightsSigned latest weights for resilience.

Security controls

Platform separates public challenge traffic from private control-plane traffic.

  • Admin endpoints require admin tokens.
  • Internal challenge weights require per-challenge bearer tokens.
  • Proxy strips sensitive headers and blocks internal paths.
  • Clear challenge tokens are returned only once at creation.
  • Broker and GPU endpoints are token-protected.

Troubleshooting

Common failures are usually auth, runtime readiness, proxy routing, or weight normalization issues.

SymptomLikely cause
401 adminMissing or wrong admin token.
403 proxyPublic request targeted blocked internal path.
404 proxyChallenge is unknown or inactive.
502 proxyChallenge container is unavailable.
Empty weightsNo positive known-hotkey weights returned by active challenges.