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Talos Auditor
AI infrastructure that reduces LLM costs significantly
Team analytics, AI insights, and proactive alerts for engineering teams using Claude Code and Cursor. Dev teams are bleeding money on Claude Code and Cursor and nobody knows where it goes. Talos Auditor fixes that: token spend broken down by task, developer, sprint and feature. Anomaly alerts in Slack before budgets blow up. Optimization suggestions grounded in real usage data. Weekly reports to Notion. One-line install. ~35% average savings. Solo-built, in beta — feedback very welcome.
Hey PH 👋
I'm the solo maker behind Talos Auditor. Quick story: I kept staring at our Claude Code + Cursor bill every month with no idea which task, feature or developer was responsible for the spike. Provider dashboards give you totals — not answers.
So I built what I wanted to use.
**Talos Auditor** breaks AI token spend down by task, developer, sprint and feature. Anomaly alerts hit Slack before budgets blow up. Optimization suggestions are grounded in real usage — not generic tips — like "this task ran on Opus but Sonnet would've sufficed, ~$180 saved." Weekly reports auto-ship to Slack and Notion. Install is one line.
Early users are seeing ~35% reduction in AI tooling costs. First 100 from this launch get **40% lifetime**.
What I'd love from this community:
• If you're running a team on Claude Code or Cursor — try it and tell me what's broken or missing
• If you're not the target user — tear the positioning apart. Is it clear in 10 seconds what this is and who it's for?
• If you've launched on PH before — I'm all ears for advice
I built this solo end-to-end, so I'll be here in the comments all day. Push back, ask anything, don't be polite. That's why we launch here 🙏
About Talos Auditor on Product Hunt
“AI infrastructure that reduces LLM costs significantly”
Talos Auditor was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #128 on the daily leaderboard. Team analytics, AI insights, and proactive alerts for engineering teams using Claude Code and Cursor. Dev teams are bleeding money on Claude Code and Cursor and nobody knows where it goes. Talos Auditor fixes that: token spend broken down by task, developer, sprint and feature. Anomaly alerts in Slack before budgets blow up. Optimization suggestions grounded in real usage data. Weekly reports to Notion. One-line install. ~35% average savings. Solo-built, in beta — feedback very welcome.
On the analytics side, Talos Auditor competes within Developer Tools, Artificial Intelligence and Business — topics that collectively have 993.1k followers on Product Hunt. The dashboard above tracks how Talos Auditor performed against the three products that launched closest to it on the same day.
Who hunted Talos Auditor?
Talos Auditor was hunted by Oğuz AKPINAR. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Talos Auditor including community comment highlights and product details, visit the product overview.
Oğuz AKPINAR