{"type": "article", "title": "The AI thinks, the gate decides — how I made LLM code edits deterministic (and cut token usage 42 )", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-ai-thinks-the-gate-decides-how-i-made-llm-code-edits-deterministic-and-cut", "original_source": "https://dev.to/sergiocorruchaga/the-ai-thinks-the-gate-decides-how-i-made-llm-code-edits-deterministic-and-cut-token-usage-42x-5cbi", "published": "2026-09-10T21:18:28+00:00", "accessed": "2026-09-10", "id": "the-ai-thinks-the-gate-decides-how-i-made-llm-code-edits-deterministic-and-cut"}