Running multiple projects in parallel with AI agents produces a counter-intuitive effect: without a compounding infrastructure, every run starts from zero. Memory stays local to the project, discovered patterns don't migrate, and cadence depends entirely on human availability. What follows describes the infrastructure that solves this problem — and why regularity is its primary condition.
Three live projects feed this piece: Bloomii, a constructive-journalism media outlet covering social and environmental alternatives; Kalceo, a regulatory B2B SaaS for French construction contractors; and Ekioo, the agent-fleet R&D project behind this article. All three run on KittyClaw, a kanban orchestrator for AI agents.
Anatomy of an Orchestrated Project
Each project hosts a .agents/ directory with four elements:
.agents/
