What we do

Unit tests catch code regressions.
Spooled catches behavioral regressions.

01

Behavioral Fingerprinting

Every agent run produces a structural fingerprint from its execution shape — tool sequence, call graph, error patterns. Three-dimensional similarity scoring catches drift that output evals miss.

02

Privacy-Safe Architecture

Spooled captures execution structure — call sequences, timing, tool names — not the content of your calls. Prompts, responses, and tool payloads are stripped at the SDK level before storage.

03

Policy-Gated Merges

YAML rules that block PRs on behavioral regressions. Enforce tool allowlists, set latency budgets, require baselines. Your guardrails, version-controlled alongside your code.

Stop shipping blind.

$pip install spooled-ai
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