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Latest MongoDB news, announcements & analysis

  • Data

    How DuckDB and Java Can Fix Slow Analytics

    A development team fixed their slow MongoDB analytics screen by using DuckDB's Java Table Functions. This allowed them to run fast analytical queries directly on their application data without building a separate, complex data pipeline.

    Taranpreet Singh · 3w ago

  • Infra

    How Atlassian Replaced Its Core Metrics Engine Live

    Atlassian replaced its core metrics system, handling data from 100,000 servers, with OpenTelemetry. The high-stakes migration was done live without disrupting critical production alerts, proving the standard's maturity.

    Ashish Kale · 3w ago

  • Infra

    How Atlassian Solved Large-Scale Usage Billing

    Atlassian has detailed the architecture of its Forge billing platform, which handles usage-based pricing at scale. The system uses a streaming pipeline to ensure every event is counted once, providing accurate, near real-time billing for its cloud products.

    Ashish Kale · Jun 20, 2026

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