1 citations · 1 across the 4 of their papers we have counts for
4 papers
Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt-Engineering Quality Assurance
Elias Calboreanu
Prompt specifications for multi-agent large language model (LLM) systems carry data contracts and integration logic across interdependent files but are rarely subjected to structur…
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains
Elias Calboreanu
Organizations increasingly deploy separate purpose-built AI tools across professional domains, often hiring domain specialists for each, recreating the staffing models AI was expec…
Closed-Loop Autonomous Software Development via Jira-Integrated Backlog Orchestration: A Case Study in Deterministic Control and Safety-Constrained Automation
Elias Calboreanu
This paper presents a closed-loop system for software lifecycle management framed as a control architecture rather than a code-generation tool. The system manages a backlog of appr…
Context Engineering: A Practitioner Methodology for Structured Human-AI Collaboration
Elias Calboreanu
The quality of AI-generated output is often attributed to prompting technique, but extensive empirical observation suggests that context completeness may be more strongly associate…