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This paper proposes a model-native computing architecture, envisioning future system design through the lens of computer architecture.
Sculpt OS 26.04, based on Genode, introduces a live, interactive system architecture allowing users to customize and restructure components on the fly, updates Linux-based drivers to kernel 6.18, and adds Qt6, Falkon browser, and native Goa SDK for development without a Linux VM.
This article details the production architecture behind the open-source browser-use library, explaining how to scale browser agents using AWS Lambda, SQS, and S3 for state management and retries.
A practitioner shares ten critical lessons for deploying AI agents in production, emphasizing code-based constraints, context management, and security over relying solely on prompts.