arXiv:2604.06392 · preprint · cs.AI
Every agent framework reinvents orchestration, and none of them interoperate. Qualixar OS defines a universal substrate: execution semantics for 12 multi-agent topologies, Forge for designing agent teams, three-layer model routing with a Bayesian POMDP, and a consensus-based judge pipeline.
Our summary of the paper. The full abstract is on arXiv. Preprint, not peer reviewed.
@misc{bhardwaj2026qos,
title = {Qualixar OS: A Universal Operating System for AI Agent Orchestration},
author = {Varun Pratap Bhardwaj},
year = {2026},
eprint = {2604.06392},
archivePrefix= {arXiv},
primaryClass = {cs.AI},
url = {https://arxiv.org/abs/2604.06392}
}Keep reading
arXiv:2609.27871 · Aug 20, 2026
The instrument found 47 vacuous gates — checks satisfied by the absence of the thing they check — in shipped, reviewed code
arXiv:2608.12895 · Aug 13, 2026
Two instances of the same model failed together on 90% of missions where either failed — independence is not a safe assumption
arXiv:2608.08253 · Aug 8, 2026
Governed memory with scoped component evidence and disclosed negative results