Tag:idempotency

All the articles with the tag "idempotency".

• 21 MIN READ•Aug 4, 2026

  Wiring Analytical Queries to Transactional APIs in Closed-Loop Decision Agents

  Wiring analytical queries to transactional APIs in closed-loop decision agents: conditional writes, sagas with compensations, decision records, and blast radius controls.

  AI AgentsDecision LoopsSaga Pattern
• 4 MIN READ•Feb 18, 2026

  Idempotent Pipelines: Build Once, Run Safely Forever

  A pipeline runs, processes 100,000 records, and loads them into the target table. Then it fails on a downstream step. The orchestrator retries the entire job...

  data engineeringbest practicesidempotency