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Scheduled launch — Aug 18, 2026

Culpa is listed on AI Kaptan and will enter the daily launch competition on that day. Community upvotes open on launch day.

Culpa
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Culpa

Culpa traces every AI dollar to the exact user, feature, conversation, and retry loop that caused it. Local-first AI analytics to monitor, fix spend, and forecast feature costs.

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about 3 hours ago
Listed
Analytics
Developer Tools
Artificial Intelligence
Cost Optimization
Observability
Local First
Tool information
Provider
Culpa
Platforms
Web
Languages
English
API Available
Yes
Added to directory
about 3 hours ago
Last updated
about 3 hours ago
Rating
Not available
Pricing
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About Culpa

What the tool does and who it's for

Culpa is an AI analytics and developer observability tool designed to track AI spend and infrastructure costs down to the exact source. By tracing every AI dollar to specific users, features, conversations, and retry loops, Culpa helps teams stop guessing at AI costs and start fixing margin leaks. It operates local-first, ensuring prompts never leave your infrastructure while providing actionable data to forecast and price new features with precision.

Key capabilities

Traces AI spend directly to specific users, features, and conversations
Pinpoints cost spikes caused by retry loops and excessive workflows
Forecasts costs for new AI features before running them in production
Local-first architecture ensures prompts and data never leave your infrastructure
Identifies high-cost customers and margin-burning workflows
Enables data-driven feature and product pricing based on real usage metrics

Pricing

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