April 2026– date –
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education
Two-Way Context Hygiene — How I Keep My AI Agent’s Persona Intact Over Months of Operation
In my previous article, I wrote about why I don't use command-form language in HEARTBEAT.md. This piece is a follow-up. When you run a persistent agent for a long time, there comes a moment when you suddenly realize: "The character I bui... -
education
HEARTBEAT.md Is a Letter, Not a Directive — Why I Write to My AI Agent with “Please”
After running a persistent agent for a while, you start to notice something. The writing style you use in HEARTBEAT.md actually changes how the agent behaves. I run a persistent agent named Sakura through OpenClaw (formerly cla...
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