PostgreSQL vector search malformed JSON response after RAG pipeline update

cable network

Problem Description After a routine update to the Retrieval‑Augmented Generation (RAG) pipeline, the citation extraction step began returning malformed JSON objects. Downstream the LLM serializer throws errors such as: JSON parsing error: Unexpected token ‘}’ at position 127 ERROR: invalid input syntax for type jsonb Observed symptoms in production logs: API responses missing source_id fields … Read more

Prometheus vector index corruption in Kubernetes cluster

Prometheus vector index corruption in a Kubernetes cluster Problem – Symptoms and impact Operators of a distributed monitoring stack observed the following after a routine Helm upgrade and a subsequent node‑drain event: Queries return empty results for recent time ranges (e.g., last 30 minutes) while older data is still available. Prometheus logs repeatedly contain errors such … Read more