How well do you use Claude Code?
A bunch of companies that I spoke to had their own claude & codex OTel dashboards that showed spend + seats per month. However, none of the dashboards actually analyzed how the engineers worked with the tools and if there were any areas for improvement! That's why I created https://www.promptster.ai. Managers get aggregate level view of code quality and how that ties with team workflows (nothing on a per-engineer level). While engineers get personalized coaching on how they can save tokens while keeping output high. We also have a tool built for individuals to test their local…
How well do you use Claude Code? launched on July 24, 2026 with 21 votes, #854 of 24,623 launches that month and more than 90% of that year's launches.
In plain words
Promptster analyzes how engineering teams use Claude and Codex through dashboards that track code quality and workflow patterns. Managers see aggregate team-level insights, while individual engineers receive personalized guidance on optimizing token usage without sacrificing output quality. The platform includes an open-source, locally-run audit tool for testing Claude Code setups. It targets teams looking to improve AI tool efficiency beyond basic spend and seat tracking.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
A bunch of companies that I spoke to had their own claude & codex OTel dashboards that showed spend + seats per month. However, none of the dashboards actually analyzed how the engineers worked with the tools and if there were any areas for improvement! That's why I created https://www.promptster.ai.…
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