.. _reference_examples_hybrid: ================== Reference Examples ================== The `examples `_ directory of the code includes implementations of some :ref:`reference_workflows` you can incorporate as provided into your application and also use to jumpstart your development of custom workflows. A typical first use of dwave-hybrid might be to simply use the Kerberos reference sampler to solve a QUBO, as shown in :ref:`using_framework`. Next, you might tune its configurable parameters, described under :ref:`reference_workflows`. To further improve performance, you can step up from using a generic workflow to one tailored for your application and its problem. As a first step you can modify a reference workflow with existing components. After that, you can implement your own components as described in :ref:`developing_hybrid`.