Iesp552avi001 Work
Even if you’re not yet sure what the exact content of the task is, the workflow below will help you quickly clarify the requirements, plan the effort, and deliver a polished result.
Rollout Plan
- Deploy in shadow mode: process packages but don't write to datastore; emit comparison metrics.
- Canary: enable writes for 1% of packages.
- Ramp to 100% with monitoring on error rates and processing latency.
- Monitor and rollback on elevated failure or data integrity issues.
- Upsert each canonical record into IESP datastore (Postgres/Cassandra) with package_id and item_seq to ensure idempotency.
- Use transactional batch writes where supported; on partial failure, mark package as partially_processed and retry remaining items.
Series Number (552): Indicates the specific model generation or performance tier. iesp552avi001 work