pwning.systems personal blog

I accidentally turned LLM memory into program analysis

Why I stopped trying to give LLM agents a better memory and instead built Lemmalog, a Datalog engine that maintains an agent's knowledge as analysis state, with provenance, retractions and incremental evaluation, plus what happened when I benchmarked it on LongMemEval and LoCoMo.
Points
302
HN comments
86
Submissions
1
Cited by
0 commenters

AI & Machine LearningSecurity & Privacy2026

On Hacker News

SubmittedTitle on HNPointsComments
Aug 28, 2026I accidentally turned LLM memory into program analysis by matt_d30286

More from pwning.systems

All 2 posts →

Related posts from the same era