Find the root cause, not just the symptom.

Waggle tests every suspected cause against your code and data, and reports only what survives an adversarial audit.

Open-source edition · runs on your machine with your own keys.

Also available as a Claude Code plugin

From dozens of suspicions to the few that hold up.

Stage 1 of 5: Comprehend. Maps your code, data and system.

Maps your code, data and system.

  • Root causes across code and data

    Tests each suspected cause against your repos and data (BigQuery, SQL, Redis or any MCP server), then audits every claim.

  • Keeps checking, never starts over

    Checkpointed scans resume where they stopped. Reruns, by hand or from CI, reuse unchanged work and flag what's new, fixed or still open.

  • Memory in two layers

    Editable, versioned memory cards plus cross-project facts that flag disagreements. Later scans re-check both, never treat them as proof.

  • A fix plan your coding agent can run

    Each finding comes with evidence, a fix and a check, plus a REMEDIATION.md your coding agent can run.

See what AI can bring to your business.

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