The missing layer in AI tooling: sharing what your assistant already knows

Description and use

<p>It took my AI months to learn how I think, code, and ship. When a teammate joined the project, their AI started from zero — same codebase, same conventions, none of the context.</p> <p>So I built <a href="https://github.com/kampana/memshare" rel="noopener noreferrer">memshare</a>: peer-to-peer AI memory sharing, with consent on both sides.</p> <h2> The problem </h2> <p>Every AI tool today treats memory as a product feature locked inside one account. Claude remembers things for <em>you</em>. ChatGPT remembers things for <em>you</em>. Nobody else can get at it — not your teammate, not your ot

Problem

<p>It took my AI months to learn how I think, code, and ship. When a teammate joined the project, their AI started from zero — same codebase, same conventions, none of the context.</p> <p>So I built <a href="https://github.com/kampana/memshare" rel="noopener noreferrer">memshare</a>: peer-to-peer AI memory sharing, with consent on both sides.</p> <h2> The problem </h2> <p>Every AI tool today treats memory as a product feature locked inside one account. Claude remembers things for <em>you</em>. ChatGPT remembers things for <em>you</em>. Nobody else can get at it — not your teammate, not your ot

Outcome

<p>It took my AI months to learn how I think, code, and ship. When a teammate joined the project, their AI started from zero — same codebase, same conventions, none of the context.</p> <p>So I built <a href="https://github.com/kampana/memshare" rel="noopener noreferrer">memshare</a>: peer-to-peer AI memory sharing, with consent on both sides.</p> <h2> The problem </h2> <p>Every AI tool today treats memory as a product feature locked inside one account. Claude remembers things for <em>you</em>. ChatGPT remembers things for <em>you</em>. Nobody else can get at it — not your teammate, not your ot

Evidence

The missing layer in AI tooling: sharing what your assistant already knows

Source