Evals on Local First AIhttps://localfirstai.eu/tags/evals/Recent content in Evals on Local First AIHugoen-usSat, 06 Jun 2026 00:00:00 +0000The Adversarial Watcher: When a Local Model Audits Its Own Projecthttps://localfirstai.eu/posts/2026-06-06-adversarial-watcher/Sat, 06 Jun 2026 00:00:00 +0000https://localfirstai.eu/posts/2026-06-06-adversarial-watcher/Documentation drifts from code. A staged local LLM pipeline — five steps, each under 4K tokens — systematically catches the gap. First results, false positive anatomy, and an open question about what comes next.