Blog
Practical notes on AI agents, MCP, and multi-agent orchestration
- Orchestration
Managing Heterogeneous Agents — Placing Claude, Codex, and Antigravity by Strength
When you run different AI models together on one project, who gets what? The management principles of heterogeneous orchestration.
- Orchestration
Multi-Agent Orchestration — A Practical Structure, Seen Through Marblo
Running an army of agents, not just one. How Marblo coordinates heterogeneous AI agents simultaneously on a kanban board.
- Orchestration
Parallel Work Without Conflicts: Worktree Isolation for Agents
When several agents touch the same repo at once, they step on each other's changes. How git worktree isolation makes parallel work safe.
- Orchestration
Commanding an AI Agent Army with Tickets and Kanban
As agents multiply, 'who did what, how far' gets blurry. How to command and track an army with tickets and a kanban board.