How well do you use Claude Code?
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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 claude code setups. It's open-source and completely local. You can check that out here: https://github.com/pa-arth/cc-audit.Would love feedback on either and reach out if you're interested in purchasing the teams product!
HN · launched Jul 24, 2026 · 21 upvotes (top 27%) · 0 views
Niche: engineering and workflow analytics platforms · 39 launches, 6 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI feature
- Hobby / open-source project
More like this: all 39 launches in engineering and workflow analytics platforms →
Could you build this?
Yes It is an analytics web dashboard ingesting OpenTelemetry traces or logs from Claude Code / LLM clients and displaying usage insights and suggestions.
Discussion
20 comments analyzed.
Competitors mentioned: Cursor, Claude Code, Codex
Concerns raised: Pace vs quality tradeoff with high code volume, Code quality metrics don't scale with AI-assisted development, Perceived as micromanagement tool if quality is only metric, Difficult to review large amounts of code at high velocity, Code volume is poor measure of engineering skill
Feature requests: Better code quality measurement that scales, Manager dashboard showing team-wide code quality metrics, Integration of DORA metrics with maintainability and complexity scores
Competitors
Other products that read as similar to this one : 810 launches clear the similarity bar, closest 8 shown.
Attention rank: #319 of 811 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 262 days after the earliest competitor.
- Sx · hn · 2026-01-12 · 5 upvotes · similarity 0.57
- Cockpit for you Claude Code agents in Rust · hn · 2026-08-01 · 13 upvotes · similarity 0.56
- Agent-evals · hn · 2026-05-04 · 9 upvotes · similarity 0.54
- CodeBurn · hn · 2026-04-13 · 112 upvotes · similarity 0.53
- Claude's Code · hn · 2026-03-24 · 23 upvotes · similarity 0.52
- What % of your commits were written by AI? · hn · 2026-03-04 · 5 upvotes · similarity 0.52
- Agent Flow: A beautiful way to visualize Claude Code actions · hn · 2026-03-26 · 5 upvotes · similarity 0.52
- Lessons learned from running Claude Code swarms at scale · hn · 2026-06-05 · 10 upvotes · similarity 0.51
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