https://cognaptus.com/tags/personal-agents/ Recent content in Personal Agents on Cognaptus Hugo -- 0.145.0 en-us Fri, 24 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-24-agree-once-remember-later-the-commit-boundary-in-personal-agents/ Fri, 24 Jul 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-07-24-agree-once-remember-later-the-commit-boundary-in-personal-agents/ A benchmark of stateful personal agents shows that the largest sycophancy risk emerges when user claims are written into durable state and reused later.