We're building a CLOB-based DEX and this problem hits close, we've interviewed a lot of smart contract developers where AI makes it nearly impossible to assess real understanding. What we've shifted to: giving…
The fragmentation problem across agents is real, we ran into the exact same issue managing rules across different dev environments. The unified view approach makes sense, but curious about sync conflicts: if you update…
The document standardization problem you're describing maps closely to what we see in DeFi infrastructure, different chains, different data formats, no consistent standards, and existing tools breaking on real-world…
Communication infrastructure breaks first. When you're 10 people, context lives in people's heads and Slack threads. At 50, that stops working entirely. The fix isn't more meetings, it's written decision logs. Every…
We're building a CLOB-based DEX and this problem hits close, we've interviewed a lot of smart contract developers where AI makes it nearly impossible to assess real understanding. What we've shifted to: giving…
The fragmentation problem across agents is real, we ran into the exact same issue managing rules across different dev environments. The unified view approach makes sense, but curious about sync conflicts: if you update…
The document standardization problem you're describing maps closely to what we see in DeFi infrastructure, different chains, different data formats, no consistent standards, and existing tools breaking on real-world…
Communication infrastructure breaks first. When you're 10 people, context lives in people's heads and Slack threads. At 50, that stops working entirely. The fix isn't more meetings, it's written decision logs. Every…