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This post highlights context engineering as a major challenge for AI agent harnesses and introduces Deep Agents, which includes built-in features like filesystems and subagents for effective context management.
This article argues that filesystems, due to their long history and extensive inclusion in LLM training data, offer a natural and intuitive primitive for AI agent memory, outperforming traditional databases and APIs for exploratory reasoning and persistent context.
A series of hands-on Linux challenges covering drive partitioning, formatting filesystems (ext4, btrfs), mounting, and persistent mounts, using iximiuz Labs and the labctl CLI tool.
An introductory article on systems programming covering fundamentals such as bit manipulation, parsing, filesystems, syscalls, and memory management, targeted at programmers.