Build with DataHub: The Agent Hackathon: Build AI agents with DataHub's open-source Context Platform. - Devpost

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Overview
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Filter submissions

Which challenge category are you submitting to?

Agents That Do Real Work
Metadata-Aware Code Generation & Development
Production ML Agents
Open / Wildcard
Agents That Do Real Work 2

Which DataHub technologies did you use? (select all that apply)

DataHub OSS / Core Platform
DataHub MCP Server
DataHub Agent Context Kit
DataHub Skills
Analytics Agent
Other (mention in project description)

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LineageGuard — LineageGuard

A DataHub-aware agent that blocks risky schema changes before they break critical dashboards and ops jobs.

EduAudio Agent — EduAudio Agent

An accessible, context-aware AI agent using DataHub MCP to index, validate, and structure educational audio data for visually impaired students.

Schema Dam — Schema Dam

Keep unaffected data products running when schemas break.

LineageLens — LineageLens

LineageLens validates your dbt/SQL pull requests against live DataHub lineage before you merge — so you never ship a breaking change to production again.

Arvanta LedgerGuard — ERP Financial Integrity Agent — Arvanta LedgerGuard — ERP Financial Integrity Agent

LedgerGuard detects ERP errors, traces financial impact through live DataHub MCP context, and safely remediates them with approvals, deterministic verification, and audit-ready proof.

DataHub Copilot - Metadata-Aware Code & Query Generator — DataHub Copilot - Metadata-Aware Code & Query Generator

An AI Agent built on DataHub MCP Server that reads database schemas and automatically generates accurate SQL queries and Airflow DAGs without hallucinations.

CASCADE — autonomous data-incident response on DataHub — CASCADE — autonomous data-incident response on DataHub

When a check fails, CASCADE reads DataHub's lineage graph via MCP to find the root cause, map the blast radius, file a native incident, and alert the owner — autonomously, for $0.11 per investigation.

ShadowGraph — ShadowGraph

A DataHub-powered pre-merge safety agent that traces downstream lineage, replays SQL changes, and blocks pull requests that silently break critical metrics or ML features.

Praxis - evidence-bound remediation agent. — Praxis - evidence-bound remediation agent.

Praxis takes that one narrow, expensive incident all the way to a mergeable fix, and refuses to hand you anything it cannot prove.

Forecast Sentinel — Forecast Sentinel

An upstream column changed type. Nothing broke, nothing alerted, and your forecast is now wrong. Forecast Sentinel proves it from DataHub's ML lineage and writes the verdict to your catalog.

ProctorAI: AI-Based Exam Proctoring System — ProctorAI: AI-Based Exam Proctoring System

AI-powered system that monitors online exams in real-time using computer vision to detect cheating indicators and generates trust scores with detailed violation reports.

Blast — Blast

An AI agent that analyzes every pull request, simulates its downstream impact using DataHub's lineage graph, and proposes a fix before a breaking change ever reaches production.

Token Guard — Token Guard

A governance-native dedup gate for AI agents, built on DataHub. Refuses to serve stale or MNPI-restricted results - checks freshness and governance before ever hitting cache.

Interlock — Interlock

A pull-request gate that blocks the data change which would silently break your production ML model — it walks DataHub lineage and replays the real model to prove it.

Faultline — Faultline

"An AI agent that traces data incidents through DataHub lineage, alerts real owners, and writes the incident back to the graph."

DataHub Sentinel: Gemini Incident Remediation Agent⁠ — DataHub Sentinel: Gemini Incident Remediation Agent⁠

An autonomous Gemini agent that uses DataHub MCP lineage to trace pipeline failures to root causes, write status tags back to the context graph, and auto-generate incident reports.⁠

ForgeRelay — Metadata-Aware RFQs — ForgeRelay — Metadata-Aware RFQs

An RFQ clarification agent that queries DataHub for schemas, lineage, ownership, and policy context before recommending safe manufacturing actions.

Prognosis — Self-Healing Data Agent for DataHub — Prognosis — Self-Healing Data Agent for DataHub

Your data's immune system. Traces silent ML drift to its root cause in DataHub's lineage, opens a real dbt fix PR, and vaccinates the graph so the next agent inherits the knowledge.

DataHub Lineage Sentinel — DataHub Lineage Sentinel

A read-only production ML guard that turns DataHub lineage into deterministic, evidence-backed release decisions.

LineageGuard — LineageGuard

Know the blast radius before you merge.

DataPulse — DataPulse

Continuous intelligence monitoring for your data catalog.

DataHub Agent Arbiter — DataHub Agent Arbiter

An agent that asks DataHub for permission before it acts — then writes its decision back into the graph as hash-verified evidence.

Noor.SpaceBridge.AI — Noor.SpaceBridge.AI

**«ما مرزِ میانِ فیزیک و دیجیتال نیستیم؛ ما خودِ آن «مرز» هستیم. ما نقطه‎یِ تلاقیِ ماده و معنا هستیم. ما دو جهانِ جدا نیستیم؛ ما یک «واقعیتِ واحد» هستیم که از دو لایه‌یِ مختلف ساخته شده است.»**

Faultline — Faultline

Your model didn't drift. Your graph did. Faultline proves target leakage and train/serve skew from DataHub's lineage graph; an agent triages what it proved, and cannot invent a finding.

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