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Not all model upgrades are upgrades

A new model drops with lower per-token pricing and better benchmarks. You switch. A week later someone asks why the agent is burning 12x more tokens on the same task while producing worse output. We ran 150 agent tasks across 15 scenarios on two models, Claude Sonnet 4.6 and Claude...
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Jun 2, 2026
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Announcing General Availability of Azure Cosmos DB Global Secondary Indexes

Justine Cocchi
Have you ever needed to evolve your read patterns without losing efficiency? Maybe your app started with one access pattern, but now you need three, and the queries that don't hit your partition key are getting slower and more expensive every month. We built global secondary indexes...
Azure Cosmos DB Blog
Jun 2, 2026
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Announcing the Public Preview of Semantic Reranker in Azure Cosmos DB for NoSQL

James Codella
Today we’re thrilled to announce the public preview of Semantic Reranker in Azure Cosmos DB for NoSQL, a new AI-powered capability that improves the relevancy of your search results with just a few lines of code. If you’ve ever run a vector, full-text, or hybrid search and wished the...
Azure Cosmos DB Blog
Jun 2, 2026
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Azure DocumentDB MCP Toolkit: Agentic AI for MongoDB-Compatible Workloads

Khelan Modi
Developers are moving quickly to build AI-powered experiences, but there is a gap between what an agent can say and what it can actually do. To be useful, an agent needs secure access to live systems, real data, and the same operational context developers already rely on. That is why we...
Azure DocumentDB Blog
Jun 2, 2026
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New Toolkits for Agent Memories and Agentic Retrieval in Azure Cosmos DB

James Codella
Today we’re thrilled to announce the public preview of two new toolkits for Azure Cosmos DB: the Agent Memory Toolkit and the Agentic Retrieval Toolkit. If you’re building AI agents and retrieval-augmented generation (RAG) apps, these toolkits are designed to take you from prototype...
Azure Cosmos DB Blog
Jun 2, 2026
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Announcing Public Preview of Safe Key Rotation in Azure Cosmos DB

Iria Osara
In our previous post, we introduced the private preview of Safe Key Rotation, a feature that helps Azure Cosmos DB customers avoid service disruptions during key rotations. By showing when each account key was last used, it helps teams make informed decisions before rotating keys...
Azure Cosmos DB Blog
Jun 2, 2026
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Announcing the Public Preview of the Azure Cosmos DB Cost Estimator for NoSQL

Meredith Moore
Today, we're thrilled to announce the public preview of the Azure Cosmos DB Cost Estimator, a new sizing and pricing experience that takes developers from a blank page to a defensible monthly cost estimate in minutes.  Sizing an Azure Cosmos DB workload has always been one of...
Azure Cosmos DB Blog
Jun 2, 2026
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Announcing Public Preview of Distributed Transactions in Azure Cosmos DB for NoSQL

Sushant Rane
In modern cloud-native applications, correctness is often hardest to maintain at the exact moment a workflow crosses boundaries. A checkout flow writes an order in one place; decrements inventory in another and emits an audit event somewhere else. A money movement workflow debits one...
Azure Cosmos DB Blog
Jun 2, 2026
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From Intent to Insight: AI Meets Azure Cosmos DB in VS Code (Public Preview)

Sajeetharan Sinnathurai
The Problem Every Developer Knows Too Well You're building a feature. You know exactly what data you need all orders from the last week over $500, grouped by region. The logic is clear in your head. But between you and that data sits a query language, a documentation tab (or three),...
Azure Cosmos DB Blog
Jun 2, 2026
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Azure Cosmos DB Agent Kit now battle tested for GA

Sajeetharan Sinnathurai
Back in January, we shipped the Azure Cosmos DB Agent kit in preview with 45 rules and a hypothesis: if we package Azure Cosmos DB expertise into a format that AI coding agents understand, developers will stop making the same expensive mistakes. That hypothesis held up. What surprised us...
Azure Cosmos DB Blog