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Engineering Notes

Engineering notes on multi-agent coordination, AI infrastructure, and organizational design for agent systems

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You Don't Need a Better Chat Multiplexer for AI Agents

Writing code was never the bottleneck. Reviewing it isn't either. Deciding things is. Atlassian's 2025 developer survey of 3,500 developers and managers across six countries found that developers spen

Your AI Agents Need an Org Chart

You start out with one agent. As you embrace the productivity boost you tolerate the small failures, after all, the working label has a nice shimmer effect on your terminal, and you start delegating m

Multi-Agent Coordination Primitives

How many coordination primitives does your multi-agent framework need? The field is converging on a shared goal of effective multi-agent coordination but seems unsure about the mechanisms to get there