diff --git a/LICENSE b/LICENSE
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--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Anthony Shaw
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
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+++ b/README.md
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+# anti-patterns
+
+A repo to backup the assertions in my PyCon 2022 talk
+
+## Usage
+
+```console
+$ pip install -r requirements.txt
+$ python suite.py
+```
+
+## Results
+                                               
+```default
+┏━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓
+┃ Pattern ┃                                    Benchmark ┃ Repe… ┃ Min     ┃ Max     ┃ Mean    ┃ Min (+)         ┃ Max (+)         ┃ Mean (+)        ┃
+┡━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
+│       1 │                          Copy slice to Local │ 25    │ 0.221   │ 0.224   │ 0.222   │ 0.165 (25.4%)   │ 0.169 (24.3%)   │ 0.166 (25.2%)   │
+│       2 │                           Copy name to Local │ 25    │ 0.124   │ 0.127   │ 0.126   │ 0.098 (21.1%)   │ 0.099 (22.2%)   │ 0.099 (21.7%)   │
+│       3 │                      Copy dict item to Local │ 25    │ 0.254   │ 0.256   │ 0.255   │ 0.097 (61.9%)   │ 0.098 (61.7%)   │ 0.097 (61.9%)   │
+│       4 │                     Copy class attr to Local │ 25    │ 0.222   │ 0.230   │ 0.225   │ 0.075 (66.1%)   │ 0.077 (66.7%)   │ 0.076 (66.1%)   │
+│       5 │ Importing specific name instead of namespace │ 25    │ 0.000   │ 0.000   │ 0.000   │ 0.000 (4.5%)    │ 0.000 (34.1%)   │ 0.000 (14.1%)   │
+│       6 │     Slicing with memoryview instead of bytes │ 25    │ 0.001   │ 0.001   │ 0.001   │ 0.001 (36.3%)   │ 0.001 (33.7%)   │ 0.001 (35.6%)   │
+│       7 │              **Kwargs for known keyword args │ 25    │ 0.000   │ 0.000   │ 0.000   │ 0.000 (15.1%)   │ 0.000 (19.2%)   │ 0.000 (17.3%)   │
+│       8 │                               Tiny Functions │ 25    │ 0.000   │ 0.000   │ 0.000   │ 0.000 (71.5%)   │ 0.000 (68.5%)   │ 0.000 (69.7%)   │
+│       9 │                   Class instead of dataclass │ 25    │ 0.016   │ 0.016   │ 0.016   │ 0.005 (70.9%)   │ 0.005 (70.2%)   │ 0.005 (70.4%)   │
+│      10 │              Namedtuple instead of dataclass │ 25    │ 0.015   │ 0.016   │ 0.016   │ 0.006 (58.2%)   │ 0.007 (56.9%)   │ 0.007 (57.5%)   │
+│      11 │                  class instead of namedtuple │ 25    │ 0.006   │ 0.007   │ 0.007   │ 0.005 (28.0%)   │ 0.005 (30.1%)   │ 0.005 (29.1%)   │
+│      12 │                        dict instead of class │ 25    │ 0.005   │ 0.005   │ 0.005   │ 0.003 (31.7%)   │ 0.004 (30.6%)   │ 0.003 (32.9%)   │
+└─────────┴──────────────────────────────────────────────┴───────┴─────────┴─────────┴─────────┴─────────────────┴─────────────────┴─────────────────┘
+```
diff --git a/requirements.txt b/requirements.txt
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+++ b/requirements.txt
@@ -0,0 +1 @@
+rich