Current obsession

Still testing this

Bill the invocation, not the hour

AI agents broke the timesheet. I built a billing model around completed work instead.

Last changed
July 20, 2026
This is where it lives
inloopstudio-team/pi-ledger / main
Have a look
Elsewhere in the notebook3 entries
Not sure yetRecursive language models and the deterministic turn in agentic systemsFrom event streams to state observations: why the future of LLM memory looks like Kubernetes status fields.Settled, for nowFeedback loops in agentic AI developmentAgents are LLMs in a for loop. AGI is just agents in a for-loop.Settled, for nowThe spectrum of developer-LLM collaborationFrom autocomplete to autonomous agents