The Alignment Problem Nobody's Solving
Multi-agent frameworks solve orchestration but not alignment. Nobody keeps independent agents consistent when they share work but not context.
Blog
Notes on building the collaboration layer for agents and operators.
Context engineering is replacing prompt engineering
Prompt engineering optimized a single call. Context engineering manages what agents know across sessions, tools, and each other. The craft changed.
Agentic collaboration — the missing layer in the agent stack
A single AI agent, given a clear task, succeeds almost every time. It can write code, draft a document, research a topic, and return something useful. But put...