Most agent orchestrators give you sequential and parallel. Qualixar OS formalizes 13 execution topologies — debate, mesh, grid, forest, mixture-of-agents, maker, hybrid — each with defined execution semantics.
Two things nobody else does:
Forge AI uses a POMDP formulation to auto-design agent teams from a text prompt. You say "review my PRs for security issues," it picks the topology, assigns roles, selects models, and runs.
Goodhart detection in the judge pipeline — catches when optimization pressure corrupts quality metrics. Every agent OS has judges. None monitor whether their judges are still honest.
Works with LangGraph, CrewAI, AutoGen, DeerFlow. 2,831 tests. Going open source this week.
Most agent orchestrators give you sequential and parallel. Qualixar OS formalizes 13 execution topologies — debate, mesh, grid, forest, mixture-of-agents, maker, hybrid — each with defined execution semantics.
Two things nobody else does:
Forge AI uses a POMDP formulation to auto-design agent teams from a text prompt. You say "review my PRs for security issues," it picks the topology, assigns roles, selects models, and runs.
Goodhart detection in the judge pipeline — catches when optimization pressure corrupts quality metrics. Every agent OS has judges. None monitor whether their judges are still honest.
Works with LangGraph, CrewAI, AutoGen, DeerFlow. 2,831 tests. Going open source this week.
Paper: https://arxiv.org/abs/2604.06392 Install:
npx qualixar-osSite: https://qualixar.com