Tag:idempotency

Articles tagged "idempotency".

• 5 MIN READ•Feb 18, 2026

  Idempotent Data Pipelines: Patterns, SQL, and Pitfalls

  An idempotent pipeline gives the same result no matter how often it runs. Use partition overwrite, MERGE upserts, and dedup to make retries and backfills safe.

  data engineeringbest practicesidempotency
• 21 MIN READ•Aug 4, 2026

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

  How decision agents can act on analytical reads through transactional APIs safely: conditional writes, sagas with compensations, decision records, blast limits.

  AI AgentsDecision LoopsSaga Pattern