Failproof AI: Build Eval Datasets from Production Traces
Failproof AI is an open-source tool for AI engineers, agent developers, and ML teams to build versioned eval datasets from production agent traces. It picks failures, edge cases, and a random slice from production traces, scrubs PII, labels them, and freezes versioned eval datasets you can replay.
About this tool
What is Failproof AI?
Failproof AI is an open-source tool that helps AI engineers, agent developers, and ML teams build versioned eval datasets from production agent traces. It picks failures, edge cases, and a random slice from production traces, scrubs PII, labels them, and freezes versioned eval datasets you can replay.
Key capabilities
- Build versioned eval datasets from production agent traces
- Replay agent sessions for testing
- Scrub PII from agent traces
- Label and freeze versioned eval datasets
- Detect agent failure modes like infinite loops
Use cases
- Replay agent sessions for testing
- Build eval datasets from production traces
- Scrub PII from agent traces
- Label and freeze versioned eval datasets
- Detect agent failure modes like infinite loops
Platforms
and pricing Failproof AI supports Linux, macOS, and Windows, and is free to use.
Features & use cases
At a glance
Pricing
Pricing
Freemium
from
from $0.60
Free plan included
Resources
Sources
Every profile keeps its sources and latest verification date.Similar tools
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