A proposed AutoIndex agent for testing database redesigns on branches
A post suggests replaying logged workloads on database forks to compare new schemas and preprocessing programs before merging the winner.
TLDR
A post inspired by a Weaviate Podcast episode imagines an AutoIndex agent that could fork a database, test new schemas or preprocessing programs, replay a logged workload and merge the winner. The episode’s YouTube description says AutoIndex uses agents to write and refine programs that reorganize data for retrieval. The post says Weaviate recently shipped Cloud Console dashboards tracking query latency, ingest throughput, average batch size and object count.
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