OpenClaw passes 380,000 stars to become GitHub's most-starred project — GitHub
Peter Steinberger's local-first AI assistant crossed 380,000 stars and 79,500 forks, overtaking React in roughly sixty days. It runs on your own devices and answers through WhatsApp, Telegram, Slack and Discord rather than a hosted chat box.
Positive-sum angle: A self-hosted, model-agnostic assistant turns every messaging app into an agent surface without locking users to a single lab. The plumbing it standardises, local control planes, tool calling, voice, becomes shared infrastructure smaller builders can fork rather than rebuild, widening who can ship an assistant.
What's the impact: SEA founders building consumer agents should ride the local-first wave rather than fight the frontier labs. Fork the control plane, own distribution through the region's WhatsApp and Telegram defaults, and compete on trust and locality rather than raw model quality.