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Trust-Minimized Data

Valuable onchain protocols rely on automated triggers from data insights.

Streams

Streams enable pull-based data

Market Data Feeds

Proof of Reserve

Data Sources

Questions

Which engineering decision related to this topic has the highest switching cost once made — and how do you make it well with incomplete information?

  • At what scale or complexity level does the right answer to this topic change significantly?
  • How does the introduction of AI-native workflows change the conventional wisdom about this technology?
  • Which anti-pattern in this area is most commonly introduced by developers who know enough to be dangerous but not enough to know what they don't know?