I Started Charging a Late Fee. Here's What Actually Happened.

A freelancer implemented late fee clauses after a marketing agency repeatedly delayed payments to 45 days despite having the funds. Separately, a user tested Kimi K3 for a week in real-world scenarios. The AI successfully handled a 1M token context window by refactoring a 40,000-line codebase across 12 files without errors. Kimi K3 currently ranks first on the Arena Frontend Coding leaderboard, outperforming Claude Fable 5 in practical frontend development tasks and complex code tracing.