What makes ecommerce api development lifecycle dependable?
Dependability comes from explicit record authority, safe delivery semantics, bounded recovery, and reconciliation—not from the number of endpoints. For an evidence-led lifecycle from business event to maintained API integration, the design must explain what happens after duplicates, delay, partial failure, and an ambiguous timeout. An integration lifecycle runs from business event to maintained reconciliation.
Should this use a request, webhook, queue, or batch?
Use a request when the caller needs an immediate decision, a webhook when a source announces change, a queue when work needs isolation and retry, and a batch or reconciliation job when completeness matters more than immediacy. Many durable integrations use more than one pattern.
What should be tested beyond the happy path?
Test invalid and missing data, stale versions, duplicate events, reordering, throttling, permission changes, timeout after remote commit, and replay. The route risk—shipping a successful demo without an operating contract—needs a concrete test rather than a sentence in a brief. A successful demo can bypass realistic data, failure, security, and maintenance conditions.
What evidence belongs at handoff?
Provide payload examples, mapping rules, state diagrams, failure categories, dashboards, alert ownership, replay instructions, and a reconciliation report. Keep acceptance evidence and owners current from discovery through production operation.