Comparison

Other tools watch what your agent said.

Spooled watches what it did.

CapabilityObservability toolsSpooled
Detects execution shape changesNot a primary focus3D fingerprint similarity
Pre-merge behavioral testingPost-deploy monitoringPolicy-gated per PR
Git-native baselinesCloud-stored baselinesCommitted to repo
Tamper-evident audit trailStandard loggingSHA-256 hash chain
Content stays on your infraTypically cloud-hostedArchitecturally enforced
Content-blind quality signalsTypically requires contentStructural metadata only
Primary approachTrace logging / output evals / APMBehavioral diff — before merge

Observability tools need your data to work. Spooled doesn't. That's not a privacy policy — it's the design.

Stop shipping blind.

$pip install spooled-ai
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