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Giuseppe Della Vedova, computer science hobbyist

tldr Skills are over-engineered; a markdown file that redefines the system prompt + an agent integration to switch prompt does the same thing.

tldr Parallel read-only child agents with simple text input-output The problem When an agent needs to understand a codebase, it has two choices: start probing files one by one (slow, burns tokens) or dump everything into context (impossible for large proj…

tldr Plain Markdown on disk, auto-injected context, zero infrastructure The problem Implementing a Memory system that was on par with Claude Code, while following the UNIX-like minimal philosphy of zerostack.

tldr Ship fast + break and repair + interact with the community What is zerostack?

Discuss this article on Hacker News In this article, I’ll show the data behind the current development of LLMs and I’ll try to formulate a hypothesis on the near future of LLMs.