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Notes on building products end to end, the AI workflows that speed the work up, and the tooling in between. Written from production, not from a tutorial.

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How Manager and Worker AI Agents Work Together

A deep dive into the manager/worker pattern in multi-agent AI systems: how a manager agent decomposes a goal, delegates subtasks to worker agents, coordinates sequential vs parallel execution, handles failures, and integrates results.

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  • 4 min read

    GridFS from Bun, without the ceremony

    Why I wrote bun-gridfs-storage, what the old Multer engine got wrong under Bun, and the four decisions that made file uploads boring again.

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