#claude-code
Projects
Writing
Is my AI memory system obsolete? I sent 104 agents to find out
Six weeks after Soul System 2.0 shipped, I audited it against everything the ecosystem now does for free — built-in AI memory, Obsidian vaults, memory servers. The plumbing is commodity now. The conscience still isn't. And giving the record a graph found two typos in my own files within minutes.
Soul System 2.0: a conscience and a notebook for your AI coding sessions
Soul System 2.0 is out — one plain page of rules your AI coding agent reads, four commands with teeth, and a book for humans. The shape left standing after a measurement program tried to kill the rest of it.
I built the best opponent I could for my AI philosophy. We tied.
I ran the lean system against the best generic CLAUDE.md a careful session can write — real multi-session builds, scoring locked before anything ran. Every quality measure tied. The interesting part is why, and the two things that didn't.
I gave an AI a philosophy, then tried to prove it was useless
I ablated my own AI doctrine layer under equal compute — every apparent win re-run against length-matched filler. Most of it was theatre. What survived is memory of the things the model can't guess.