Long-form technical writing on execution models, consensus, EVM foundations, and verifiable AI. Each insight makes Web3 clearer.
How optimistic parallelization works on the EVM—why developer-declared read/write sets are unavailable, how three-stage conflict detection shrinks rollback, and why deterministic replay is the extra constraint blockchain OCC has over databases.
A deep dive into multi-engine parallel execution—how engines share transactions, how state is sharded for access, how optimistic concurrency and three-stage conflict detection limit re-execution—and how to read speedup vs conflict rate under testnet conditions.
A layered overview of Bitroot’s parallel EVM—how Pipeline BFT, optimistic parallel execution, state sharding, and BLS aggregation fit together—and how to read performance figures as testnet/engineering targets rather than mainnet promises.
