Introduces Augment Engineering as a six-phase multi-tool orchestration methodology, supported by exploratory statistics from a single-practitioner case study across seven domains.
MANDATE: A Tolerance-Based Framework for Autonomous Agent Task Specification
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A case study of iterative auditing on AEGIS LLM multi-agent specs found 51 defects over nine rounds with non-monotonic convergence, a post-hoc seven-category taxonomy, and replications showing category kappa of 0.80.
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Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance
A case study of iterative auditing on AEGIS LLM multi-agent specs found 51 defects over nine rounds with non-monotonic convergence, a post-hoc seven-category taxonomy, and replications showing category kappa of 0.80.