https://cognaptus.com/tags/heuristics/ Recent content in Heuristics on Cognaptus Hugo -- 0.145.0 en-us Wed, 15 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-15-evolve-or-die-trying-when-llms-stop-writing-code-and-start-designing-algorithms/ Wed, 15 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-15-evolve-or-die-trying-when-llms-stop-writing-code-and-start-designing-algorithms/ BEAM shows that useful LLM algorithm design is less about clever prompting and more about structured search, reusable memory, and evaluation that actually resembles solver construction.