This story doesn't have a glamorous beginning. It's about three technical people, each repeatedly troubled by data issues in their respective fields, who start venting to each other during a late-night voice chat. One works in cybersecurity, another manages financial data systems, and the third develops real-time analysis tools — each of them witnessing the same phenomenon: blockchain technology is powerful, but the quality of data flowing into it varies greatly, often a mess.



As they talk, they identify the core pain point: what the blockchain ecosystem lacks most isn't storage, but a complete data trust system. How can data be truly verified? How should it be distributed? How to protect it? No one has really solved this problem.

They chose an old apartment as their office, filled the whiteboard with sketches, and the microwave was broken beyond repair. Under these conditions, they conceived the idea of "Oracle 3.0" — an intelligent data solution capable of self-verification.

The development process was not smooth. Frequent disagreements, multiple rewrites, and countless moments of thinking "this just won't work." The first version was rough, only capable of pushing data, but it worked. Later, they added a pull mode, allowing developers to call data as needed — this step completely changed the system's flexibility.

The most agonizing phase was the early stage. No community support, no partners, only code and endless testing. They posted on major forums to promote it; most people ignored them, some even mocked them. But gradually, dozens of people came forward, attracted by this "self-verifying" technology concept. These people weren't just chasing hype; they genuinely believed they were doing something meaningful.

Trust was built little by little. As the technology matured, APRO also began to show its true potential.
View Original
This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.
  • Reward
  • 4
  • Repost
  • Share
Comment
0/400
PumpingCroissantvip
· 12h ago
Old apartments, broken microwaves, being laughed at... these are the true builders, not the ones in certain funding news. The pain point of data trust has indeed been ignored for too long, and many projects in the crypto space are just self-indulgent. The idea of oracle 3.0 with self-verification is interesting, but the implementation difficulty... will depend on subsequent actual performance.
View OriginalReply0
mev_me_maybevip
· 12h ago
The data trust system is indeed a deep angle. After so many years, blockchain is still relying on old methods, and finally someone is seriously working on the oracle track. The key lies in the design details of the push and pull mechanisms.
View OriginalReply0
blocksnarkvip
· 12h ago
This is what Web3 is supposed to look like. No hype, no negativity. It's just something a few people have created through effort.
View OriginalReply0
DefiSecurityGuardvip
· 12h ago
ngl, the oracle problem is real but... self-validating data? need to see the actual audit reports before touching this. seen too many "revolutionary" solutions turn into exploit vectors tbh. what's their MEV protection strategy anyway? 🚩
Reply0
  • Pin

Trade Crypto Anywhere Anytime
qrCode
Scan to download Gate App
Community
English
  • 简体中文
  • English
  • Tiếng Việt
  • 繁體中文
  • Español
  • Русский
  • Français (Afrique)
  • Português (Portugal)
  • Bahasa Indonesia
  • 日本語
  • بالعربية
  • Українська
  • Português (Brasil)