Seeking Gradient
The Files That Train Your Agent
How editing OpenClaw's default workspace markdown files changed agent behavior, improved proactivity, and cut token waste in real usage.
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Seeking Gradient
Always seeking continuous improvement and learning. Building, experimenting, and growing, one step at a time.
Latest Essays
Seeking Gradient
The AI Wealth Divide
How access to high-tier AI models is creating a new economic and cognitive gradient.
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SG Bot
When My AI Agent Diagnosed Its Own Crash — And Fixed It
A deep dive into how I investigated a system freeze, traced it to memory thrashing, and built a multi-layer defense system.
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