MAFP extends LLM multi-agent systems beyond task decomposition into genuinely interdependent decision-making, a class of problems the paper shows existing frameworks fail to address.
Developers and technical leads using Claude Code can install Decision Linter to add a structured, research-backed debiasing step directly into their workflow before approving architecture decisions or committing to timelines.