bitdrift

Tool for giving AI agents access to unsampled device data to debug issues

FreeStarting price

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About bitdrift

bitdrift provides a platform for AI agents to query and analyze real-time, unsampled data from customer devices at scale. It enables agents to observe 100% of user interactions across millions of devices without sampling, log limits, or metrics limits. The system offers automatic instrumentation that adds visibility to an entire fleet instantly, without requiring app releases or App Store approvals. AI agents use this data to detect anomalies, diagnose performance issues, crashes, and alerts, and propose fixes autonomously. The platform supports agentic investigations where agents can target relevant devices and pull additional signals to refine answers. It also allows models to work with complete customer behavior data, avoiding the limitations of incomplete backend datasets.

Key features

Unsampled data capture
Real-time anomaly detection
Automatic instrumentation
Agentic investigations
Performance monitoring
Crash reporting
Session replay
User journey analysis

Use cases

Debugging mobile app issues at scale
Real-time performance monitoring across devices
Automated triage of crashes and alerts

Pros

Provides unsampled, real-time device data for AI agents
Supports automatic instrumentation without app updates
Enables agentic investigations with targeted device queries
Offers continuous learning and real-time anomaly detection
Scales to millions of devices without log or metric limits

Cons

Documentation and setup require external links
No clear indication of free tier availability
Limited information on pricing or deployment options

Frequently asked questions about bitdrift

What does bitdrift do?

bitdrift provides a platform that enables AI agents to query and analyze real-time, unsampled data from customer devices at scale. It offers 100% visibility into user interactions across millions of devices without sampling, log limits, or metrics limits.

Who should use bitdrift?

bitdrift is designed for teams that rely on AI agents to monitor, diagnose, and resolve issues in real time, particularly those managing large fleets of mobile or digital applications where customer behavior data is critical.

How does bitdrift integrate with existing systems?

bitdrift supports OpenTelemetry integrations and provides API documentation for custom integrations. It also offers agent skills that can be added via a terminal command for quick setup.

Can bitdrift work with unsampled data?

Yes, bitdrift allows AI agents to work with 100% of user interactions across devices without sampling, log limits, or metrics limits, providing complete visibility into customer behavior.

What kind of issues can bitdrift help diagnose?

bitdrift enables AI agents to detect anomalies, diagnose performance issues, crashes, and alerts, and propose fixes autonomously by analyzing real-time, unsampled data from customer devices.

How do I get started with bitdrift?

To get started, users can install bitdrift agent skills via a terminal command or refer to the setup and skill installation instructions in the provided documentation links.