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Modal scales to 1 million concurrent sandboxes, overhauling platform for agent growth

Modal has rebuilt its core sandbox platform to support millions of concurrent sandboxes and tens of thousands of sandbox creations per second. The company identified scaling bottlenecks in existing solutions like Kubernetes, particularly with etcd's performance under high pod creation rates and node heartbeats. Modal's new architecture removes central bottlenecks, parallelizes scheduling by default, and optimizes container startup to accelerate agent development. AI

IMPACT Enables faster scaling for AI agent development and deployment by improving sandbox infrastructure.

RANK_REASON The article describes an infrastructure improvement for a specific company's product, not a frontier release or significant industry-wide event.

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Modal scales to 1 million concurrent sandboxes, overhauling platform for agent growth

COVERAGE [1]

  1. Modal blog TIER_1 English(EN) ·

    Scaling to 1 million concurrent sandboxes in seconds

    How (and why) we built a scheduling system that can scale to 1 million concurrent sandboxes (per workspace) in seconds.