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2 papers

Stop Re-Explaining Your Codebase to Your AI Agent

AI coding agents can write code, but each session starts without knowledge of your repo structure, conventions, or prior work. Scaffold is an open-source tool that gives agents persistent, machine-readable project context through structured briefing files, with explicit controls to detect and limit drift.

Feb 4, 2026

Building Memory as a Service with memrun

Memrun is a Python SDK and platform for deploying data-intensive services that need warm memory, sticky routing, and bounded concurrency. Deploy a handler with a decorator. The platform handles NVMe caching, locality-aware routing via Kafka, and worker lifecycle on commodity hardware.

Jan 22, 2026

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