Engineering Evidence‑Grounded Review Pipelines With Hybrid RAG and LLMs

Published: (December 3, 2025 at 01:00 PM EST)
1 min read

Source: DZone DevOps

Risks of Unchecked Language Generation

Unchecked language generation is not a harmless bug — it is a costly liability in regulated domains.
A single invented citation in a visa evaluation can derail an application and trigger months of appeal.
A hallucinated clause in a compliance report can result in penalties.
A fabricated reference…

Back to Blog

Related posts

Read more »

Disaster Recovery Testing for DevOps

According to Backblaze's 2024 State of the Backup, only 42% of organizations that experienced data loss managed to restore all their data. How many threats are...