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A living notebook of open-source systems and unfinished beliefs.
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I gave Pi one tool
I turned code mode into a programmable Pi extension. Then it used itself to build most of the runtime.
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Bill the invocation, not the hour
AI agents broke the timesheet. I built a billing model around completed work instead.
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Recursive language models and the deterministic turn in agentic systems
From event streams to state observations: why the future of LLM memory looks like Kubernetes status fields.
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Feedback loops in agentic AI development
Agents are LLMs in a for loop. AGI is just agents in a for-loop.
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