https://cognaptus.com/tags/self-evolution/ Recent content in Self-Evolution on Cognaptus Hugo -- 0.145.0 en-us Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-03-16-learning-from-the-punches-how-ai-agents-turn-mistakes-into-skills/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-03-16-learning-from-the-punches-how-ai-agents-turn-mistakes-into-skills/ MineEvolve shows why self-improving agents need structured execution feedback, curated skills and remedies, and local plan repair—not just larger memories or longer prompts.