Karpathy Frames Claws As New Agent Layer
On 21 February 2026 Andrej Karpathy tweeted a mini-essay proposing 'Claws'—a category of personal-hardware agent systems that sit atop LLM agents and add orchestration, scheduling, tool calls and persistence. He highlights projects like OpenClaw and NanoClaw (about 4,000 lines, containerized), plus nanobot, zeroclaw and picoclaw, arguing they provide manageable, auditable engines and the term is gaining traction in the community.
Scoring Rationale
Authoritative endorsement raises interest, but single-source commentary and limited technical detail constrain immediate practitioner impact.
Practice interview problems based on real data
1,500+ SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problemsStep-by-step roadmaps from zero to job-ready — curated courses, salary data, and the exact learning order that gets you hired.
Sources
- Read OriginalAndrej Karpathy talks about "Claws"simonwillison.net


