Research grounded in explicit engineering principles.
Alongside practical applications, Caivra explores deterministic authority, AI governance, controlled execution, and evidence-driven software engineering. Our CEOS Infrastructure research provides a public record of these ideas and their limitations.
Featured publication
CEOS Infrastructure as a Governed Transactional Assurance Substrate for Autonomous Software Engineering
- Publication identifier: CEOS-RP-001
- Version: 1.0
- Publication date: September 26, 2026
- Classification: Technical research preprint
- Peer-review status: Not peer reviewed
- DOI: 10.5281/zenodo.22991325
The publication explores how explicit permissions, bounded capabilities, and deterministic execution authority can structure autonomous software engineering. It examines the role of evidence and provenance in understanding decisions and observed effects, and recovery in reconciling outcomes when execution does not proceed as intended.
What this publication establishes
The DOI provides a persistent location for the research record. Publication does not establish independent certification, complete formal verification, production deployment, commercial readiness, or demonstrated superiority over alternative systems. This technical preprint has not been peer reviewed.
Related engineering initiative
CaivraCore explores governed AI engineering infrastructure. Its public website maintains current product-oriented material, distinct from the research publication.