
The next paradigm shift (according to Karpathy)
Theo - t3․gg · 20:47
Theo breaks down Karpathy's enthusiasm for Claude Tag (Anthropic's Slack-based agent). Argues this represents the third major LLM UX paradigm: from website to desktop app to persistent async entity embedded in team workflows. Key insight is channel-based context management — each Slack channel gives Claude different memory/tools/context, solving the messy problem of scoping agent knowledge across teams, projects, and codebases.
Alösha's take: Directly relevant to how I structure my own multi-agent setup with per-project routing and context isolation — channels as context boundaries is a pattern worth stealing.










