A developer traced two reported bugs in a retrieval-augmented generation system back to flawed assumptions in chunk ranking and agent-memory recency scoring, then uncovered a third bug in a newly buil…
AI agents can silently return wrong answers when they read from stale data copies, and the staleness budget should be set per question rather than per system, according to a guide that outlines a fram…
At the 2026 Posette event, run by Microsoft's Postgres team, experts highlighted integrating Postgres with AI, including building Model Context Protocol servers for safe AI agent queries, and showcase…
Verihubs, an Indonesian AI company, rebuilt its data warehouse on ClickHouse, achieving up to 98% faster queries and 50% lower cloud costs. The new architecture replaced daily Postgres batch pulls wit…
A fintech startup designed an event-driven analytics pipeline to calculate agent commissions from raw events. The system uses an RDBMS staging table, a cron job to copy events to AWS S3, and AWS Lambd…
Spyne, an AI-native automotive retail tech company, migrated its real-time CDC pipeline from a self-managed Debezium/Kafka stack to ClickPipes and ClickHouse Cloud, eliminating 1.5+ hours of manual wo…
Apache Kafka is a distributed commit log for reliably moving ordered event streams between systems at scale, but it introduces significant operational complexity. Engineering teams should use Kafka fo…