Elena writes ChooseMyStack's open-source alternative guides — benchmarking AI coding agents and self-hosted tools hands-on before ranking them.
Elena Marsh curates the "best alternatives" guides at ChooseMyStack — the ranked, editor-tested collections of open-source replacements for tools like Claude Code, Notion, n8n and Lovable. She has spent a decade shipping software, and it shows in how the guides are built: every agent gets run against the same task set before it earns a rank.
Her beat is the fast-moving edge of developer tooling: terminal coding agents, AI app builders, automation platforms and the self-hosted stacks that replace SaaS subscriptions. The recurring theme in her work is ownership — tools you can inspect, self-host and point at any model, with no vendor lock-in.
Every ranking is independent. Placement can't be bought, and the trade-offs — licenses, learning curves, rough edges — stay in the write-up.
Guides, comparisons and reviews across the site.