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DATAFORGE I

DATAFORGE (1)

Event Details

  • Time: 5-10pm
  • Hacking Period: 5:30pm → 8:30pm
  • Prize: 1st Place - Airpods + Subscription(s)
  • Website: hackdataforge.com

Submission Process

Follow the submission format in the Submission file.

View an example submission.

Themes

1. API Infrastructure

Examples:

  • An API gateway that auto-generates API docs and adds simple auth/rate limiting via YAML config
  • A service that monitors API changes and alerts on breaking changes by comparing OpenAPI specs
  • A service that merges multiple Swagger/OpenAPI specs into a single unified API documentation

2. Data Governance/Management

Examples:

  • A data lineage tracker that automatically maps data flows between services
  • A PII detection and masking service for API responses
  • A tool that generates fake but realistic test data based on production schemas

3. Developer Tooling

Examples:

  • A postman-like tool that records and replays API interactions for testing
  • A development proxy that simulates network conditions and failure scenarios

4. Monitoring & Telemetry

Examples:

  • A real-time API performance monitoring dashboard
  • An error pattern detection system for API logs
  • An anomaly detection system for API usage patterns

5. Business Intelligence & Operations

Examples:

  • An AI sales assistant that helps with lead qualification and follow-ups
  • A runway calculator that helps startups forecast cash flow and burn rate
  • A revenue forecasting tool that analyzes historical transaction data

Judging Criteria

Base Points (90 points total)

1. Utility (25 points)

  • Does it solve a real problem? (DOES NOT NEED TO BE A BUSINESS)

2. Creativity (25 points)

  • Novel approach to solving the problem

3. WOW Factor (25 points)

  • Impressive technical achievement
  • Compelling demo
  • "I wish I had thought of that" reaction
  • "How did you build that in 3 hours?"

4. Open Source Readiness (15 points)

  • Clear documentation and setup instructions
  • Ready for community involvement

Bonus Points (10 points)

  • Weird Tech Stack
  • Creative use of unexpected technologies
  • Interesting integration of different tools
  • Novel combination of programming languages

Demo Format

Time Limit

3 minutes

Content Requirements

  • Show a simple use case with your tool (does not need to be production ready)
  • Hack the demo if you want but tell us what you hacked
  • (Optional) Show us how you built it

Judges

  • Andy (Laminar)
  • Alexey (Unified)
  • Mark (Shakudo)
  • Sahand (NotificationAPI)
  • Om (3rd Party)

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