diff --git a/.github/workflows/deploy-mkdocs.yml b/.github/workflows/deploy-mkdocs.yml
index 62f0a62..8253bb0 100644
--- a/.github/workflows/deploy-mkdocs.yml
+++ b/.github/workflows/deploy-mkdocs.yml
@@ -10,6 +10,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
 
       - name: Install dependencies
         run: |
@@ -24,6 +26,4 @@ jobs:
           python-version: '3.7'
         
       - name: Deploy with MkDocs
-        run: |
-          git pull
-          mkdocs gh-deploy
+        run: mkdocs gh-deploy
diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml
index 6b02411..94f9396 100644
--- a/.github/workflows/unit-tests.yml
+++ b/.github/workflows/unit-tests.yml
@@ -5,9 +5,9 @@ name: Unit tests
 
 on:
   push:
-    branches: [ main ]
+    branches: [ main, development ]
   pull_request:
-    branches: [ main ]
+    branches: [ main, development ]
 
 jobs:
   build:
diff --git a/miom/miom.py b/miom/miom.py
index d4391de..40334f9 100644
--- a/miom/miom.py
+++ b/miom/miom.py
@@ -265,7 +265,7 @@ def wrapper(self, *args, **kwargs):
         # Find subclass implementation
         fname = '_' + fn.__name__
         if not hasattr(self, fname):
-            raise ValueError(f'Method "{fn.__name__}()" is marked as @fluent '
+            raise ValueError(f'Method "{fn.__name__}()" is marked as @_autochain '
                              f'but the expected implementation "{fname}()" was not provided '
                              f'by {self.__class__.__name__}')
         func = getattr(self, fname)
@@ -336,6 +336,10 @@ def __init__(self, previous_step_model=None, miom_network=None, solver_name=None
     def initialize_problem(self):
         pass
 
+    @abstractmethod
+    def get_solver_status(self):
+        pass
+
     @_autochain
     def setup(self, **kwargs):
         """Provide the options for the solver.
@@ -781,7 +785,7 @@ def _solve(self, **kwargs):
             self.problem.options["timelimit"] = max_seconds
         if verbosity is not None:
             self.problem.options["verbosity"] = verbosity
-        solutions = self.problem.solve()
+        self.solutions = self.problem.solve()
         return True
 
     def _add_constraint(self, constraint, **kwargs):
@@ -812,6 +816,13 @@ def _select_subnetwork(self, **kwargs):
     def _copy(self, **kwargs):
         return PicosModel(previous_step_model=self)
 
+    def get_solver_status(self):
+        solver_status = {}
+        solver_status['status'] = str(self.solutions.claimedStatus)
+        solver_status['objective_value'] = float(self.problem.value)
+        solver_status['solver_time_seconds'] = self.solutions.searchTime
+        return solver_status
+
 
 class PythonMipModel(BaseModel):
     def __init__(self, previous_step_model=None, miom_network=None, solver_name=None):
@@ -841,6 +852,8 @@ def _setup(self, *args, **kwargs):
         self.problem.opt_tol = self.problem.infeas_tol
         self.problem.integer_tol = kwargs["int_tol"] if "int_tol" in kwargs else self._options["int_tol"]
         self.problem.verbose = kwargs["verbosity"] if "verbosity" in kwargs else self._options["verbosity"]
+        self.problem.store_search_progress_log = True
+        self.problem.threads = -1
         return True
 
     def _reset(self, **kwargs):
@@ -933,3 +946,9 @@ def _select_subnetwork(self, **kwargs):
     def _copy(self, **kwargs):
         return PythonMipModel(previous_step_model=self)
 
+    def get_solver_status(self):
+        solver_status = {}
+        solver_status['status'] = str(self.problem.status.name)
+        solver_status['objective_value'] = float(self.problem.objective_value)
+        solver_status['solver_time_seconds'] = self.problem.search_progress_log.log[-1:][0][0]
+        return solver_status
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..0191620
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,903 @@
+[[package]]
+category = "dev"
+description = "An AST unparser for Python"
+marker = "python_version < \"3.9\""
+name = "astunparse"
+optional = false
+python-versions = "*"
+version = "1.6.3"
+
+[package.dependencies]
+six = ">=1.6.1,<2.0"
+wheel = ">=0.23.0,<1.0"
+
+[[package]]
+category = "dev"
+description = "Atomic file writes."
+marker = "sys_platform == \"win32\""
+name = "atomicwrites"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.4.0"
+
+[[package]]
+category = "dev"
+description = "Classes Without Boilerplate"
+name = "attrs"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "21.2.0"
+
+[package.extras]
+dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+
+[[package]]
+category = "dev"
+description = "A decorator for caching properties in classes."
+marker = "python_version < \"3.8\""
+name = "cached-property"
+optional = false
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+version = "1.5.2"
+
+[[package]]
+category = "main"
+description = "Foreign Function Interface for Python calling C code."
+name = "cffi"
+optional = false
+python-versions = "*"
+version = "1.14.6"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+category = "dev"
+description = "Composable command line interface toolkit"
+name = "click"
+optional = false
+python-versions = ">=3.6"
+version = "8.0.1"
+
+[package.dependencies]
+colorama = "*"
+
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = "*"
+
+[[package]]
+category = "dev"
+description = "Cross-platform colored terminal text."
+marker = "platform_system == \"Windows\" or sys_platform == \"win32\""
+name = "colorama"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "0.4.4"
+
+[[package]]
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+description = "Convex optimization package"
+name = "cvxopt"
+optional = false
+python-versions = "*"
+version = "1.2.6"
+
+[[package]]
+category = "dev"
+description = "A backport of the dataclasses module for Python 3.6"
+marker = "python_version == \"3.6\""
+name = "dataclasses"
+optional = false
+python-versions = ">=3.6, <3.7"
+version = "0.8"
+
+[[package]]
+category = "dev"
+description = "Copy your docs directly to the gh-pages branch."
+name = "ghp-import"
+optional = false
+python-versions = "*"
+version = "2.0.1"
+
+[package.dependencies]
+python-dateutil = ">=2.8.1"
+
+[package.extras]
+dev = ["twine", "markdown", "flake8"]
+
+[[package]]
+category = "dev"
+description = "Read metadata from Python packages"
+name = "importlib-metadata"
+optional = false
+python-versions = ">=3.6"
+version = "4.6.3"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.dependencies.typing-extensions]
+python = "<3.8"
+version = ">=3.6.4"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+
+[[package]]
+category = "dev"
+description = "iniconfig: brain-dead simple config-ini parsing"
+name = "iniconfig"
+optional = false
+python-versions = "*"
+version = "1.1.1"
+
+[[package]]
+category = "dev"
+description = "A very fast and expressive template engine."
+name = "jinja2"
+optional = false
+python-versions = ">=3.6"
+version = "3.0.1"
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
+[[package]]
+category = "dev"
+description = "Python implementation of Markdown."
+name = "markdown"
+optional = false
+python-versions = ">=3.6"
+version = "3.3.4"
+
+[package.dependencies]
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = "*"
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
+[[package]]
+category = "dev"
+description = "Safely add untrusted strings to HTML/XML markup."
+name = "markupsafe"
+optional = false
+python-versions = ">=3.6"
+version = "2.0.1"
+
+[[package]]
+category = "dev"
+description = "A deep merge function for 🐍."
+name = "mergedeep"
+optional = false
+python-versions = ">=3.6"
+version = "1.3.4"
+
+[[package]]
+category = "main"
+description = "Python tools for Modeling and Solving Mixed-Integer Linear     Programs (MIPs)"
+name = "mip"
+optional = false
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+version = "1.13.0"
+
+[package.dependencies]
+cffi = "*"
+
+[[package]]
+category = "dev"
+description = "Project documentation with Markdown."
+name = "mkdocs"
+optional = false
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+version = "1.2.2"
+
+[package.dependencies]
+Jinja2 = ">=2.10.1"
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+PyYAML = ">=3.10"
+click = ">=3.3"
+ghp-import = ">=1.0"
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+packaging = ">=20.5"
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+watchdog = ">=2.0"
+
+[package.extras]
+i18n = ["babel (>=2.9.0)"]
+
+[[package]]
+category = "dev"
+description = "Automatically link across pages in MkDocs."
+name = "mkdocs-autorefs"
+optional = false
+python-versions = ">=3.6,<4.0"
+version = "0.2.1"
+
+[package.dependencies]
+Markdown = ">=3.3,<4.0"
+mkdocs = ">=1.1,<2.0"
+
+[[package]]
+category = "dev"
+description = "A Material Design theme for MkDocs"
+name = "mkdocs-material"
+optional = false
+python-versions = "*"
+version = "7.2.2"
+
+[package.dependencies]
+Pygments = ">=2.4"
+markdown = ">=3.2"
+mkdocs = ">=1.1"
+mkdocs-material-extensions = ">=1.0"
+pymdown-extensions = ">=7.0"
+
+[[package]]
+category = "dev"
+description = "Extension pack for Python Markdown."
+name = "mkdocs-material-extensions"
+optional = false
+python-versions = ">=3.5"
+version = "1.0.1"
+
+[package.dependencies]
+mkdocs-material = ">=5.0.0"
+
+[[package]]
+category = "dev"
+description = "Automatic documentation from sources, for MkDocs."
+name = "mkdocstrings"
+optional = false
+python-versions = ">=3.6,<4.0"
+version = "0.15.2"
+
+[package.dependencies]
+Jinja2 = ">=2.11.1,<4.0"
+Markdown = ">=3.3,<4.0"
+MarkupSafe = ">=1.1,<3.0"
+mkdocs = ">=1.1.1,<2.0.0"
+mkdocs-autorefs = ">=0.1,<0.3"
+pymdown-extensions = ">=6.3,<9.0"
+pytkdocs = ">=0.2.0,<0.12.0"
+
+[[package]]
+category = "main"
+description = "NumPy is the fundamental package for array computing with Python."
+name = "numpy"
+optional = false
+python-versions = ">=3.6"
+version = "1.19.5"
+
+[[package]]
+category = "dev"
+description = "Core utilities for Python packages"
+name = "packaging"
+optional = false
+python-versions = ">=3.6"
+version = "21.0"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+
+[[package]]
+category = "main"
+description = "A Python interface to conic optimization solvers."
+name = "picos"
+optional = false
+python-versions = ">=3.4"
+version = "2.2.52"
+
+[package.dependencies]
+cvxopt = "*"
+numpy = "*"
+
+[[package]]
+category = "dev"
+description = "plugin and hook calling mechanisms for python"
+name = "pluggy"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "0.13.1"
+
+[package.dependencies]
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = ">=0.12"
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+category = "dev"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+name = "py"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.10.0"
+
+[[package]]
+category = "main"
+description = "C parser in Python"
+name = "pycparser"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.20"
+
+[[package]]
+category = "dev"
+description = "Pygments is a syntax highlighting package written in Python."
+name = "pygments"
+optional = false
+python-versions = ">=3.5"
+version = "2.9.0"
+
+[[package]]
+category = "dev"
+description = "Extension pack for Python Markdown."
+name = "pymdown-extensions"
+optional = false
+python-versions = ">=3.6"
+version = "8.2"
+
+[package.dependencies]
+Markdown = ">=3.2"
+
+[[package]]
+category = "dev"
+description = "Python parsing module"
+name = "pyparsing"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "2.4.7"
+
+[[package]]
+category = "dev"
+description = "pytest: simple powerful testing with Python"
+name = "pytest"
+optional = false
+python-versions = ">=3.6"
+version = "6.2.4"
+
+[package.dependencies]
+atomicwrites = ">=1.0"
+attrs = ">=19.2.0"
+colorama = "*"
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<1.0.0a1"
+py = ">=1.8.2"
+toml = "*"
+
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = ">=0.12"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+category = "dev"
+description = "Extensions to the standard Python datetime module"
+name = "python-dateutil"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+version = "2.8.2"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+category = "dev"
+description = "Load Python objects documentation."
+name = "pytkdocs"
+optional = false
+python-versions = ">=3.6,<4.0"
+version = "0.11.0"
+
+[package.dependencies]
+[package.dependencies.astunparse]
+python = "<3.9"
+version = ">=1.6.3,<2.0.0"
+
+[package.dependencies.cached-property]
+python = "<3.8"
+version = ">=1.5.2,<2.0.0"
+
+[package.dependencies.dataclasses]
+python = ">=3.6,<3.7"
+version = ">=0.7,<0.9"
+
+[package.dependencies.typing-extensions]
+python = "<3.8"
+version = ">=3.7.4.3,<4.0.0.0"
+
+[package.extras]
+numpy-style = ["docstring_parser (>=0.7.3,<0.8.0)"]
+
+[[package]]
+category = "dev"
+description = "YAML parser and emitter for Python"
+name = "pyyaml"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+version = "5.4.1"
+
+[[package]]
+category = "dev"
+description = "A custom YAML tag for referencing environment variables in YAML files. "
+name = "pyyaml-env-tag"
+optional = false
+python-versions = ">=3.6"
+version = "0.1"
+
+[package.dependencies]
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+
+[[package]]
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+name = "six"
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+version = "1.16.0"
+
+[[package]]
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+description = "swiglpk - Simple swig bindings for the GNU Linear Programming Kit"
+name = "swiglpk"
+optional = false
+python-versions = "*"
+version = "5.0.3"
+
+[[package]]
+category = "dev"
+description = "Python Library for Tom's Obvious, Minimal Language"
+name = "toml"
+optional = false
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+version = "0.10.2"
+
+[[package]]
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+description = "Backported and Experimental Type Hints for Python 3.5+"
+marker = "python_version < \"3.8\""
+name = "typing-extensions"
+optional = false
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+version = "3.10.0.0"
+
+[[package]]
+category = "dev"
+description = "Filesystem events monitoring"
+name = "watchdog"
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+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)", "argh (>=0.24.1)"]
+
+[[package]]
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+description = "A built-package format for Python"
+marker = "python_version < \"3.9\""
+name = "wheel"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+version = "0.36.2"
+
+[package.extras]
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+
+[[package]]
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+description = "Backport of pathlib-compatible object wrapper for zip files"
+marker = "python_version < \"3.8\""
+name = "zipp"
+optional = false
+python-versions = ">=3.6"
+version = "3.5.0"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
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+
+[extras]
+all = []
+
+[metadata]
+content-hash = "01e0ec3c8e802e48cf45e51cc3ebd8bcd064e9cdcd1d337a83b482955eee8961"
+python-versions = "^3.6"
+
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+]
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+]
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