The Million-Tenant Problem: Why Your OpenSearch Service Architecture Breaks at Scale
Almost every search application is multi-tenant, whether or not anyone called it that. A store has product categories. A SaaS product has customers. A…
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I tested the new OpenSearch Agent Toolkit skill. Here's what it actually does.
AWS announced the amazon-opensearch-service skill for the Agent Toolkit for AWS on July 15, 2026. The marketing says it lets AI coding agents "build, …
OpenSearch Serverless NextGen, uv audit, and Why Schema Constraints Break Small Models
This week's tooling moves cluster around a common theme: eliminating the overhead tax on developer workflows. AWS cut idle costs for search, uv folded…