Dify failure detection across apps and workflows

Dify hosts agentic apps with workflow logic, knowledge bases, and tool integrations. Pisama detects Dify-specific failures: workflow validation errors at runtime, knowledge-base retrieval mismatches, app-level coordination breakdown across multi-app pipelines.

Integration is via Dify webhook callbacks; configure once at the app level, applies to every conversation.

Detectors specific to Dify

  • Workflow validation
    Schema/condition errors caught at execution time
  • Retrieval quality
    F1 0.777: knowledge base returns irrelevant chunks
  • Communication breakdown
    F1 0.769: multi-app handoff missed signals

Install

# Configure callback URL in Dify app settings
// Dify app settings, Webhooks, Add:
// URL:  https://api.pisama.ai/v1/dify/ingest
// Auth: Bearer <PISAMA_API_KEY>
// Events: conversation.completed, workflow.failed

FAQ

Does this work with Dify Cloud and self-hosted?
Yes, both. Webhook configuration is identical.

See the full detector taxonomy at /taxonomy, benchmark numbers at /benchmarks, or compare against other observability stacks at /vs.