What Ethereum Developers Ask For, and Whether They Get It: Ten Years of Ethereum Stack Exchange

Tamer Abdelaziz

The Ethereum community learns where developers struggle through surveys and interviews, which record what developers say when asked about a chosen theme. Ethereum Stack Exchange (ESE) records what they ask for unprompted, and whether anyone resolves it. We study every question posted to ESE from Jan 2016 to Dec 2025, 54,637 in all, and label each with a prompt-based topic pipeline seeded with eight Ethereum-specific topics and open to new ones (22 topics in all). A three-provider committee of language models screens the labels, and manual adjudication of every disputed case puts their accuracy at 87.9 to 93.5%. Because the corpus is the complete record, no rate carries sampling error. We ask what developers ask for help with, whether the venue still resolves it, and, where it does not, whether the questions changed or their resolution did. Demand is concentrated on writing, deploying, and debugging contracts; the toolchain is the second-largest topic and growing, while security, consensus, and scaling are thin. Supply has weakened, and unevenly: answers still arrive, closure falls further. Across five estimators of the decade, the share of questions drawing any answer fell by 9.5…