Hamming AI

Hamming AI sells testing, red teaming, and production monitoring software for teams building voice and chat agents.

StageEarly-stage
Founded2023
HeadquartersAustin, USA
StatusPrivate
hamming.ai

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

Similar products 105

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

FabraixUndisclosedHamming and Nyx both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent and use AI to attack our own systems first; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareArthur AIEarly-stageHamming and Arthur Agent Development Toolkit both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareKlira AIUndisclosedHamming and Klira SDK both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareLatentUndisclosedHamming and Latent both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareStacktraceUndisclosedHamming and Stacktrace Fleet both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareFiddler AILate-stageHamming and Fiddler AI Governance, Risk Management, and Compliance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareMaxim AIUndisclosedHamming and Bifrost both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareFuture AGIUndisclosedHamming and Command Center both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareDecaworkUndisclosedHamming and Decawork both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareNeuralTrustEarly-stageHamming and TrustGate both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareOkahuUndisclosedHamming and Okahu Cloud both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareLiteLLMEarly-stageHamming and AI Gateway (LiteLLM Proxy) both list guardrails and safety; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareLatitudeUndisclosedHamming and Latitude both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareGuild.aiUndisclosedHamming and Guild agent control plane both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareAgnost AIUndisclosedHamming and Agnost AI both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeComparenRouterUndisclosedHamming and nRouter LLM Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareEnkrypt AIAcquiredHamming and Enkrypt AI both list guardrails and safety; both also serve buyers who need to use AI to attack our own systems first and watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDatadogPublicHamming and Agent Observability both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareAutomation AnywhereUndisclosedHamming and AI Governance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareTrueFoundryEarly-stageHamming and TrueFoundry MCP Gateway both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareOrq.aiUndisclosedHamming and AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareRequestyEarly-stageHamming and Requesty AI Gateway both list guardrails and safety; ships API service rather than the same layer.2 of 2 capabilitiesDifferent layerSame scale bandCompareHoneyHiveEarly-stageHamming and HoneyHive both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareLunaryUndisclosedHamming and Lunary both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareOpenlayerEarly-stageHamming and Openlayer Monitoring both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerComparePydanticEarly-stageHamming and Pydantic Logfire both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMicrosoftPublicHamming and Foundry Control Plane both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareComet MLEarly-stageHamming and Opik both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareInvisible TechnologiesLate-stageHamming and Synapse both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareOktaPublicHamming and Okta for AI Agents both list guardrails and safety; scale not recorded for either.1 of 2 capabilitiesShared product typeComparePromptLayerEarly-stageHamming and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareRoarkUndisclosedHamming and Post-call analysis both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerComparePalo Alto NetworksPublicHamming and Prisma AIRS AI Red Teaming both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent and use AI to attack our own systems first; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareJFrogPublicHamming and JFrog AI Catalog both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareConfident AIUndisclosedHamming and LLM Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareCovalEarly-stageHamming and Observe both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareLaminarEarly-stageHamming and Laminar Signals both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; ships AI agent, developer tool and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareGalileoAcquiredHamming and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Galileo is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompareEvidently AIUndisclosedHamming and Evidently Platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareResemble AIEarly-stageHamming and Resemble Watermarker both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDatabricksLate-stageHamming and Unity Gateway both list guardrails and safety; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareThe Context CompanyUndisclosedHamming and The Context Company both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareSplunkAcquiredHamming and Agent and Model Evaluation both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Splunk is acquired, with no independent scale.2 of 2 capabilitiesShared product typeCompareNVIDIAPublicHamming and NVIDIA Open Agent Safety Platform both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareDataikuLate-stageHamming and Dataiku Agent Management both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareIBMPublicHamming and IBM DataPower Interact Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareKimptonUndisclosedHamming and Kimpton Koliseum and EvalRouter both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareSAPPublicHamming and SAP AI Agent Hub both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareTolokaUndisclosedHamming and Toloka Platform both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareArize AIUndisclosedHamming and Arize AX both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareDeepchecksAbsorbedHamming and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 2 capabilitiesShared product typeCompareCoreWeavePublicHamming and CoreWeave Agent Lens both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareZscalerPublicHamming and Zscaler AI Red Teaming both list guardrails and safety; both also serve buyers who need to use AI to attack our own systems first; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareSamaUndisclosedHamming and Sama GenAI both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareLangfuseAcquiredHamming and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Langfuse is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompareBluejayEarly-stageHamming and Multichannel Simulations both serve buyers who need to test and evaluate an AI agent; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareCekuraEarly-stageHamming and OpenTelemetry Traces both serve buyers who need to test and evaluate an AI agent; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareTuringLate-stageHamming and Turing Intelligence Platform both list guardrails and safety; Hamming AI's scale not recorded; ships agent platform and data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMem0Early-stageHamming and Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAnacondaLate-stageHamming and AI Security & Guardrails both list guardrails and safety; both also serve buyers who need to use AI to attack our own systems first and watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareDynatracePublicHamming and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareHeliconeAcquiredHamming and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; Helicone is acquired, with no independent scale.1 of 2 capabilitiesShared product typeCompareAssemblyAILate-stageHamming and AssemblyAI Guardrails both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareBraintrustLate-stageHamming and Braintrust both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareZapierLate-stageHamming and AI Guardrails by Zapier both list guardrails and safety; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareRaindropEarly-stageHamming and Issue detection both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareClickHouseLate-stageHamming and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareServiceNowPublicHamming and AI Control Tower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareLangWatchUndisclosedHamming and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, API service and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareRespanEarly-stageHamming and Respan both serve buyers who need to test and evaluate an AI agent; ships API service and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerSame scale bandCompareAlethicaUndisclosedHamming and Alethica both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNew RelicUndisclosedHamming and New Relic AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareBitfabUndisclosedHamming and Bitfab both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareElasticPublicHamming and Elastic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareLangChainLate-stageHamming and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareArchalUndisclosedHamming and Archal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLangDBUndisclosedHamming and LangDB AI Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareRestackEarly-stageHamming and Restack both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCyeraLate-stageHamming and Cyera Agent Guardian both list guardrails and safety; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareHueUndisclosedHamming and Hue both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCheck Point Software TechnologiesPublicHamming and AI Red Teaming both list guardrails and safety; both also serve buyers who need to use AI to attack our own systems first; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareHippocratic AILate-stageHamming and AI Call Supervisor both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareHiddenLayerEarly-stageHamming and HiddenLayer AI Attack Simulation both serve buyers who need to use AI to attack our own systems first; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareParloaLate-stageHamming and Parloa Lens both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareWorkdayPublicHamming and Agent Passport both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareHume AIUndisclosedHamming and Kairos Platform both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeComparePapayaUndisclosedHamming and Papaya both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLemmaUndisclosedHamming and Lemma both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareOpenRouterLate-stageHamming and Ori Eval both serve buyers who need to test and evaluate an AI agent; Hamming AI's scale not recorded; ships AI agent, developer tool and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMaingenUndisclosedHamming and SolarBench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTwolabsUndisclosedHamming and Twolabs Environments and Datasets both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNebula NovaUndisclosedHamming and LibraOS both list guardrails and safety; scale not recorded for either; ships agent platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMastraEarly-stageHamming and Mastra Studio both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, API service and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareVectaraEarly-stageHamming and Vectara Guardian Agents both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, agent platform and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareGlean (Glean Technologies)Late-stageHamming and Glean AI Gateway both list guardrails and safety; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareCrowdStrikePublicHamming and Falcon Guardian both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareSalesforcePublicHamming and MuleSoft Agent Fabric both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Hamming AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareIndora LabsUndisclosedHamming and Arbiter both list guardrails and safety; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMarkovUndisclosedHamming and AutoCAD Bench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAll Hands AIEarly-stageHamming and Agent Control Plane both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, agent platform and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareBroadcomPublicHamming and AgentMinder both list guardrails and safety; Hamming AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareLogosGuardUndisclosedHamming and LogosGuard Enterprise Private LLM both list guardrails and safety; scale not recorded for either; ships application and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCrewAIEarly-stageHamming and CrewAI AMP both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform, application and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareRogoLate-stageHamming and Watchtower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareMicro1UndisclosedHamming and Cortex both serve buyers who need to test and evaluate an AI agent and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Stage, from total funding

Company disclosure · 20 Oct 2026

"Hamming raised $3.8M seed round led by Mischief"

Valuation

Not found · 20 Oct 2026

Pages read for this record state no valuation or market capitalisation.

Founded

Company disclosure · 20 Oct 2026

"December 2023: Incorporated Hamming, started building AI evals infrastructure"

Public listing

Not found · 20 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 20 Oct 2026

Company page: "The trust platform for conversational agents: test before launch, monitor in production, and red-team risky behavior before it reaches customers."

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