Glossary

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Glossary / Evaluation and implementation guide

API Failure Mode

An API failure mode is a characteristic way an integration breaks: timeouts under load, expired tokens, schema changes on the vendor side, rate-limit throttling, or partial responses that look successful.

Each mode has a distinct symptom and a distinct fix.

A practical example

Example: a vendor deprecates a field and renames it. The integration keeps returning 200 responses, but every sync silently writes nulls.

That is a schema-drift failure mode, and it needs contract testing, not just error alerts.

What to evaluate before investing

  • Ask vendors to document their rate-limit behavior: what happens at the limit, and how is backoff signaled?
  • Check whether the platform detects schema or field changes in connected systems, or only HTTP-level errors.
  • Review what fallback each failure mode triggers: retry, queue, dead-letter storage, or silent drop.

Limitations and tradeoffs

Failure modes are pattern categories, not a formal standard; naming and handling differ by vendor, so map each mode to a concrete response during evaluation.

Plan your next step with MeshLine

Connect this decision to your automation, organic marketing and customer lifecycle management. In a MeshLine demo, discuss your existing tools, the scope you need and how to measure the result.