TLDR;
Loading real-time Bitcoin blockchain data (blocks, transactions) into ClickHouse for analysis is valuable but challenging due to duplicate records often generated during streaming. Traditional ClickHouse deduplication methods (like ReplacingMergeTree with FINAL) can
I can’t be the only one having these thoughts.
Companies will be using more and more compiled languages (Go, Rust) for better performance and lower infrastructure costs, thanks to AI lowering barriers
With the development of AI and intelligent agents, I foresee that, in the near future, parts of SaaS will be brought in-house mainly for cost-saving reasons. A single engineer, knowledgeable in multiple areas