⚡️Making DeepSeek v4 outperform Opus 4.7 with Taste — @AhmadAwais , CommandCode.ai
Ahmad Awais reveals how CommandCode.ai fixed DeepSeek v4's 'tool confusion' through deterministic repair logic, enabling the open-source model to outperform Claude Opus 4.7 by eliminating repetitive schema errors that previously caused an average of 56 failed tool calls per session.