#event-sourcing News & Analysis

3 articles tagged with #event-sourcing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · 4d ago6/10

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Regimes: An Auditable, Held-Out-Gated Improvement Loop Demonstrated on LongMemEval with ActiveGraph

Researchers introduce Regimes, an auditable autonomous improvement loop built on the ActiveGraph event-sourced runtime that enables transparent, reproducible AI agent optimization. The system diagnoses failures, proposes repairs, and validates them through multiple gates before promotion, demonstrating 5-10% held-out accuracy improvements on long-context reading comprehension tasks.

AINeutralarXiv – CS AI · Mar 96/10

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ESAA-Security: An Event-Sourced, Verifiable Architecture for Agent-Assisted Security Audits of AI-Generated Code

Researchers have developed ESAA-Security, a new architecture for conducting secure, verifiable audits of AI-generated code using structured agent workflows rather than unstructured LLM conversations. The system creates an immutable audit trail through event-sourcing and produces comprehensive security reports across 26 tasks and 95 executable checks.

AIBullisharXiv – CS AI · Feb 276/106

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ESAA: Event Sourcing for Autonomous Agents in LLM-Based Software Engineering

Researchers have introduced ESAA (Event Sourcing for Autonomous Agents), a new architecture that improves LLM-based autonomous agents by separating cognitive intention from state mutation using structured JSON events and deterministic orchestration. The system addresses key limitations like context degradation and execution reliability, with successful validation through multi-agent case studies using various LLMs including Claude Sonnet and GPT-5.