diff --git a/README.md b/README.md
index 83d7ca47..6fcd3653 100644
--- a/README.md
+++ b/README.md
@@ -72,11 +72,11 @@ In research:
  + Signal typing system, which allows statically checking for soundness issues.
  + Folding backend with ProtoStar, HyperNova, and/or others.
 
-## Fibonnaci circtuit in Chiquito's Python frontend.
+## Fibonnaci circuit in Chiquito's Python frontend.
 
 But better see for yourself:
 
-```
+```python
 class FiboStep(StepType):
     def setup(self: FiboStep):
         self.c = self.internal("c")
diff --git a/src/frontend/python/README.md b/src/frontend/python/README.md
index adf6b24d..caa4fe15 100644
--- a/src/frontend/python/README.md
+++ b/src/frontend/python/README.md
@@ -2,7 +2,7 @@
 ## Setup
 Chiquito's Python frontend uses PyO3 and Maturin to expose Rust APIs to Python. Maturin requires the user to locally build a Python virtual environment. Run the following script to create a Python virtual environment, install required packages, and build the project.
 
-```
+```bash
 # Clone this repo
 git clone https://github.com/privacy-scaling-explorations/chiquito/
 # Navigate to the repository root directory 
@@ -22,13 +22,13 @@ If the above doesn't work, follow the guide here: https://pyo3.rs/main/getting_s
 ## Testing with examples
 Run fibonacci.py example file using the following script in the virtual environment:
 
-```
+```bash
 python3 example/fibonacci.py
 ```
 
 Run mimc7.py example:
 
-```
+```bash
 python example/mimc7.py
 ```
 
diff --git a/tutorials/tutorial_pt2.ipynb b/tutorials/tutorial_pt2.ipynb
index 3b8323c4..da969fe7 100644
--- a/tutorials/tutorial_pt2.ipynb
+++ b/tutorials/tutorial_pt2.ipynb
@@ -10,7 +10,7 @@
     "Chiquito's Python frontend requires using a Python virtual environment for its dependencies, which you should have setup following the [Python README](https://github.com/privacy-scaling-explorations/chiquito/tree/main/src/frontend/python/README.md).\n",
     "\n",
     "Specifically, after cloning Chiquito, you need to run the following commands in your local machine (NOT in Jupyter):\n",
-    "```\n",
+    "```bash\n",
     "python3 -m venv .env # create virtual environment\n",
     "source .env/bin/activate # activate virtual environment\n",
     "pip install -r requirements.txt # install required python dependencies from requirements.txt\n",
@@ -18,12 +18,12 @@
     "```\n",
     "\n",
     "Then install your local Python virtual environment as a Jupyter Lab Kernel called `chiquito_kernel`. \n",
-    "```\n",
+    "```bash\n",
     "python -m ipykernel install --user --name=chiquito_kernel\n",
     "```\n",
     "\n",
     "After that, run the following: \n",
-    "```\n",
+    "```bash\n",
     "cd tutorials # navigate to the tutorials subfolder\n",
     "jupyter lab # launch jupyter notebook in browser\n",
     "```\n",
diff --git a/tutorials/tutorial_pt3_ch2.ipynb b/tutorials/tutorial_pt3_ch2.ipynb
index 1783ae8d..cefb3443 100644
--- a/tutorials/tutorial_pt3_ch2.ipynb
+++ b/tutorials/tutorial_pt3_ch2.ipynb
@@ -61,7 +61,7 @@
     "\n",
     "## FiboStep Setup\n",
     "We now define the only step type, `FiboStep`:\n",
-    "```\n",
+    "```python\n",
     "class FiboStep(StepType):\n",
     "    def setup(self):\n",
     "        self.c = self.internal(\"c\")\n",
@@ -81,7 +81,7 @@
     "In the code snippet above, forward signals \"a\" and \"b\" are expressed as `self.circuit.a` and `self.circuit.b`, whereas internal signal \"c\" is expressed as `self.c`, because \"a\" and \"b\" are at the circuit-level. `self.circuit.a.next()` queries the value of circuit-level signal \"a\" at the next step instance. `eq` is a constraint builder that enforces equality between the two arguments passed in. It builds the three constraints of `FiboStep`: `a + b == c`, `b == a.next`, and `c == b.next`.\n",
     "\n",
     "## FiboStep Witness Generation\n",
-    "```\n",
+    "```python\n",
     "class FiboStep(StepType):\n",
     "    def setup(self):\n",
     "        # ...\n",
@@ -97,7 +97,7 @@
     "Note that in `self.assign`, `a_value` and `b_value` are both wrapped in `F`, which converts them from int to field elements. All witness assignments in PyChiquito are field elements.\n",
     "\n",
     "Putting everything for `FiboStep` together, we have:\n",
-    "```\n",
+    "```python\n",
     "class FiboStep(StepType):\n",
     "    def setup(self):\n",
     "        self.c = self.internal(\"c\")\n",
@@ -119,7 +119,7 @@
     "\n",
     "## Circuit Setup\n",
     "We first define the circuit `setup`:\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        self.a = self.forward(\"a\")\n",
@@ -139,7 +139,7 @@
     "\n",
     "## Circuit Trace\n",
     "Now we instantiate step types and assign witness values using `trace`:\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        # ...\n",
diff --git a/tutorials/tutorial_pt3_ch4.ipynb b/tutorials/tutorial_pt3_ch4.ipynb
index d22c5875..14996ecb 100644
--- a/tutorials/tutorial_pt3_ch4.ipynb
+++ b/tutorials/tutorial_pt3_ch4.ipynb
@@ -27,7 +27,7 @@
     "\n",
     "The following shows the incremental code of `FiboFirstStep` compared to `FiboStep`:\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class FiboFirstStep(StepType):\n",
     "    def setup(self):\n",
     "        # ...\n",
@@ -40,7 +40,7 @@
     "\n",
     "Next, in circuit `setup`, we need to append this step type and constrain that the first step instance is `FiboFirstStep`. Otherwise `setup` is identical to that in Chapter 3:\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        # ...\n",
@@ -53,7 +53,7 @@
     "\n",
     "Finally, in circuit `trace`, we need to instantiate `FiboFirstStep` for the first step instance. Otherwise `trace` is identical to that in Chapter 3:\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        # ...\n",
diff --git a/tutorials/tutorial_pt3_ch5.ipynb b/tutorials/tutorial_pt3_ch5.ipynb
index e20a0939..e01f227e 100644
--- a/tutorials/tutorial_pt3_ch5.ipynb
+++ b/tutorials/tutorial_pt3_ch5.ipynb
@@ -73,7 +73,7 @@
     "\n",
     "First, let's add the padding step type: \n",
     "\n",
-    "```\n",
+    "```python\n",
     "class Padding(StepType):\n",
     "    def setup(self):\n",
     "        self.transition(eq(self.circuit.b, self.circuit.b.next()))\n",
@@ -96,7 +96,7 @@
     "\n",
     "Second, let's modify all existing step types to account for the new signal `n`, basically adding a new constraint `n == n.next` in `setup` and assigning `n_value` in `wg`:\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class FiboFirstStep(StepType):\n",
     "    def setup(self):\n",
     "        # ...\n",
@@ -120,7 +120,7 @@
     "\n",
     "Third, let's modify the circuit `setup`:\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        self.a = self.forward(\"a\")\n",
@@ -153,7 +153,7 @@
     "- `FiboStep` for the 2nd through n-th step instance\n",
     "- `Padding` for the rest step instances such that there are 10 step instances in total, as specified by `self.pragma_num_steps(10)`\n",
     "\n",
-    "```\n",
+    "```python\n",
     "class Fibonacci(Circuit):\n",
     "    def setup(self):\n",
     "        # ...\n",