Research
Deep dives into the systems and protocols behind multi-agent coordination.
From Aesthetic to Algorithm: Building Design Systems as Agent Skills
Michael Hofweller•Feb 17, 2026•9 min read•Published
How we turned a visual aesthetic into a machine-readable skill — from stock ticker inspiration to character bibles to executable design systems that agents can follow consistently.
design-systemsagent-skillsprompt-engineeringfrontend-design
Distributed Locking for AI Agent Coordination
Michael Hofweller•Feb 10, 2026•12 min read•Published
How Redis-backed file claims solve the coordination problem when multiple AI agents work on the same codebase simultaneously.
Distributed SystemsRedisAgent Coordination
Building Institutional Memory for AI Agents
Michael Hofweller•Feb 5, 2026•10 min read•Published
AI agents are stateless across sessions. Here's how we built an append-only knowledge base that gives agents persistent memory tied to features and decisions.
Institutional MemoryKnowledge MgmtAgent Coordination