# Cortex: A Fixed-Point Theory of Governed Coding Agents - Technical Report

**Published:** October 20, 2026
**Author:** Marius-Constantin Dinu, Florian Zeba
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/cortex-a-fixed-point-theory-of-governed-coding-agents-technical-report

arXiv:2610.24255v1 Announce Type: new Abstract: A coding agent combines a large language model (LLM) with a harness that plans, edits, and executes code. We study Cortex, a supervisory layer for pre-execution governance, requirement tracking, and iterative validation and repair.…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.24255)

**Tags:** #arXiv

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