LGF AI contract curbs code drift

This is less a prompt trick than an anti-hallucination operating contract, and that framing is genuinely useful for engineering workflows. It will probably feel stricter than most people want, but that rigidity is exactly what makes it valuable when correctness matters.

• –Treating unknowns as first-class is a strong move for debugging and architecture work, where silent assumptions compound fast.
• –The contract’s refusal to collapse solution space should reduce premature answers, but it also means slower, less conversational interactions.
• –Because it is lightweight and open-ended, teams can adapt it into system prompts, agent instructions, or code review checklists without adopting a new tool.
• –The real test is whether it improves outcomes across different models and tasks, not just in one author’s local workflow.