The LK Forge Blog

Writeups from building this site: how the game AIs work, what an AI-assisted pipeline gets right and wrong, and real numbers instead of vibes.

Build Retrospective

26 Repos in 29 Days With an AI Pipeline: What Actually Broke

Real numbers from a one-month AI-assisted build sprint: 26 repositories, 1,549 commits, 335 pages — the commit data, the structural failures that mattered, the 93% token-cost finding, and the rules that survived.

July 12, 2026  ·  Read →

Deep dives that live with their tools

Algorithm writeups sit next to the tools they explain:

• How the 2048 AI Solver Works: Expectimax Explained — with a 250-game benchmark of the live solver
• The Corner-Snake Strategy That Wins 2048
• All guides →