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Token Factory
data-oncall
Page a team of agents instead of waking up your on-call engineer for data quality bugs.
About this project
A four-agent incident response team (Coordinator, Detective, Reality-Checker, Fixer) that uses DataHub as shared metadata memory to identify the affected dataset, trace lineage, find the gap, propose a fix, and write the postmortem back. All four roles run on Nebius (Kimi-K2-Thinking plus a fine-tuned Llama 3.1 8B + LoRA), OpenAI-compatible. Built at the DataHub x Nebius hackathon at EF SF, April 2026.
Technologies
agents
hackathon
data-quality
datahub
datahub-nebius