Building everything around agents.
I build AI products — multi-agent systems and tools that ship, a few of them hackathon winners. Currently a CS Master's student at UC San Diego, most interested in the infrastructure agents still lack, starting with identity.
Agent-readable — llms.txt · profile.json · MCP
GitHub for your agents' work
Share and hand over agent work across a team — one person's Claude Code session, with its context, trajectory and decisions, picked up by a teammate's Codex. Live docs, mini programs, and permissions that only narrow.
An App Store for AI agents
Browse and hire top digital employees — one click puts a whole team of specialist AI agents to work for you.
Research first. Then write.
An outreach agent that pieces together each prospect from the open web — website, reviews, socials — and writes a first email where every line is backed by evidence.
Task-driven 3D tabletop scenes for training robots
Turns a task like “set the table for making tea” into a physically plausible 3D tabletop scene for training robots — an LLM spatial-reasoning chain, plus MesaTask-10K, a dataset of ~10,000 hand-crafted scenes.
Co-lead of an evaluation platform for AI models in group-chat scenarios — took it from concept to launch in one month.
Five multi-agent products built across five hackathons (Singapore, Beijing, Shanghai, San Francisco). Claw Store won the OpenClaw Hackathon in Singapore; EvoCorp (ClawCorp) took 300+ waitlist sign-ups and B2B leads within 24 hours and won the "Build for Future" championship; SonaNet was featured by the AI Hacker House organizers; Mosiq was voted into the top 7 at Ship it Sunday #011; AnyDock was built at Y Combinator's "Make Something Agents Want" hackathon.
Built a task-generation system and a 10,000-item annotated dataset for embodied-intelligence agents.
An occasional letter on building the products and infrastructure agents need — what I'm shipping, what worked, what didn't, and new posts from nolan.so.
No spam · unsubscribe with one click
Open to research collaborations, product ideas, and good conversations.
hi@heynolan.me