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cs.SE2026
ESAA-Conversational: An Event-Sourced Memory Layer for Continuity, Handoff, and Curation Across Heterogeneous LLM Coding Agents
Elzo Brito dos Santos Filho
Software developers increasingly work with multiple LLM coding agents, switching among tools such as Codex, Grok, Claude Code, and other assistants as context windows fill, session…
cs.SE2026
PARCER as an Operational Contract to Reduce Variance, Cost, and Risk in LLM Systems
Elzo Brito dos Santos Filho
Systems based on Large Language Models (LLMs) have become formidable tools for automating research and software production. However, their governance remains a challenge when techn…