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

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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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DataHub Metadata-Aware Code Gen Agent — DataHub Metadata-Aware Code Gen Agent

An AI agent that reads DataHub metadata to generate production-ready Airflow DAGs, dbt models with automatic PII masking, and quality assertions directly onto Git feature branches.

Signal Evidence Graph — Signal Evidence Graph

It maps a project's files to the claims they support in DataHub, then an AI agent reads that map and reports which claims the evidence proves. When it can't tell, it says so instead of guessing.

Aetherforge - AI agents invent a 3D city—then flood-test it — Aetherforge - AI agents invent a 3D city—then flood-test it

What if you summoned a city into existence by typing? AI agents design it live, then flood-test it—so your design isn’t judged by slides, but by survival metrics.

Project MetricGaurd — Project MetricGaurd

MetricGuard finds conflicting SQL definitions for the same business metric, proves how much they disagree, helps approve one canonical truth, writes it to DataHub, and guards against future drift.

Data Incident Investigator — Data Incident Investigator

An evidence-first data incident agent that traces metadata changes through lineage and turns them into an auditable report with transparent confidence, blast radius, and safe human next steps.

semantic-drift-auditor — semantic-drift-auditor

Detects when a metric's DEFINITION changes and finds every dashboard that silently inherited the new meaning.

lineage-guard — lineage-guard

A pull request reviewer that reads your data lineage - blocks breaking schema changes before they reach a dashboard.

blastradius — blastradius

Pre-merge impact analysis for schema changes. Walks DataHub column-level lineage to prove which downstream tables, dashboards and ML assets a column drop breaks, then writes the verdict back.

LineageShield — LineageShield

Every downstream consequence, before merge.

CASCADE — Blast Radius Intelligence Agent — CASCADE — Blast Radius Intelligence Agent

The first AI agent that quantifies the financial blast radius of schema changes using DataHub lineage — before anyone hits merge.

Savoria---Next-Gen-AI-Food-Delivery-Platform — Savoria---Next-Gen-AI-Food-Delivery-Platform

https://github.com/Parmeshwametkar/Savoria---Next-Gen-AI-Food-Delivery-Platform

Rehearsal — Rehearsal

A DataHub-native change agent that turns live metadata into approval-bound, rollback-proven PostgreSQL column renames.

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.

DataHub Guard AI: Autonomous Incident Triage Engine — DataHub Guard AI: Autonomous Incident Triage Engine

An autonomous observability agent that uses DataHub lineage to isolate pipeline failures, halt bad data, and auto-generate code fixes.

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.

LineageGuard — LineageGuard

Know the blast radius before you merge.

Blast Radius - Catch schema changes before they surprise you — Blast Radius - Catch schema changes before they surprise you

Schema changes shouldn't be a surprise your model discovers in production

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.

DataHub Lineage Sentinel — DataHub Lineage Sentinel

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

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.

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.

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.⁠

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.

Build with Datahub hackathon awareness — Build with Datahub hackathon awareness

Am preparing to expanding building Datahub hackathon awareness in northern Nigeria to the experience student of Federal college of education computer science

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