100 agents, zero API keys
What breaks when 100 coding agents share a machine, and how we built solos-swarm in Rust to sandbox workers, fence stale writes, and keep the holdout test suite in another room.
Writing on Next.js and AI
Sharing what I work on and research.
Recent
Remove the boilerplate
How we scaled Solana developer education across a fifteen-week curriculum, community templates, and an AI coding skill.
Vibe coding on Solana with a test-first loop
How I wire MCP docs, Anchor tests, and file constraints so an AI agent writes Solana programs that hold up.
Calling DeepSeek V3 and R1 from TypeScript and Bun
Pricing, SSE streaming, context caching, and token accounting for DeepSeek's API.
Building MCP servers with Google Gemini 2.0
Wire a Brave Search MCP server in TypeScript and connect it to Gemini 2.0 function calling.
Speaking
Seoul, South Korea Solana Summit Korea: The Infrastructure Layer for Tokenized Finance (opens in a new tab)
Joint keynote with Nodit at FKI Tower in Yeouido introducing the Solana Developer Platform (SDP) for regulated asset issuance, institutional payments, and enterprise node infrastructure in Korea.
Bangkok, Thailand Colosseum & Superteam Thailand: Solana AI Workshop: Building AI-Powered Applications (opens in a new tab)
Hands-on technical workshop in Bangkok teaching founders and engineers how to wire autonomous AI agents to Solana wallets, onchain payments, and verifiable data feeds ahead of the Colosseum hackathon.
Koh Samui, Thailand (Remote) MagicBlock Founder's Camp: Product Workshop: AI Workflows for Shipping Solana Products
Remote product engineering workshop delivered from Bangkok over Google Meet to the MagicBlock Founder's Camp cohort in Koh Samui, on agentic coding harnesses, specification-driven development, and shipping production Solana software with small teams.
Tokyo, Japan Tokyo Executive Forum: Solana Developer Platform (SDP) for Institutional Finance
Executive presentation in Marunouchi, Tokyo showcasing the Solana Developer Platform (SDP) for regulated stablecoin issuance and tokenized deposits to Japanese financial leaders.
Bangkok, Thailand Solana x AI Builders: Road to Mainnet #5: Colosseum Hackathon Technical Guide & Live Feedback (opens in a new tab)
In-person builder session at True Digital Park in Bangkok covering Colosseum hackathon strategy, AI-assisted Solana architecture, and live product critiques alongside Katopz.