diff --git a/tutorials/Classiq_tutorial/classiq_overview_tutorial.ipynb b/tutorials/Classiq_tutorial/classiq_overview_tutorial.ipynb
index e4da61d7..3e456ffa 100644
--- a/tutorials/Classiq_tutorial/classiq_overview_tutorial.ipynb
+++ b/tutorials/Classiq_tutorial/classiq_overview_tutorial.ipynb
@@ -54,7 +54,6 @@
    "outputs": [],
    "source": [
     "@qfunc\n",
-    "\n",
     "def main(x: Output[QNum], y: Output[QNum]) -> None:\n",
     "    allocate(3,x)\n",
     "    hadamard_transform(x)\n",
diff --git a/tutorials/Classiq_tutorial/synthesis_tutorial.ipynb b/tutorials/Classiq_tutorial/synthesis_tutorial.ipynb
index a21afb4d..c4fdd850 100644
--- a/tutorials/Classiq_tutorial/synthesis_tutorial.ipynb
+++ b/tutorials/Classiq_tutorial/synthesis_tutorial.ipynb
@@ -14,12 +14,14 @@
   },
   {
    "cell_type": "code",
+   "execution_count": 3,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2025-02-19T09:57:25.784056Z",
      "start_time": "2025-02-19T09:57:25.755663Z"
     }
    },
+   "outputs": [],
    "source": [
     "from classiq import *\n",
     "\n",
@@ -28,48 +30,48 @@
     "    allocate(x)\n",
     "    hadamard_transform(x)\n",
     "    y |= x**2 + 1"
-   ],
-   "outputs": [],
-   "execution_count": 3
+   ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
-   "source": "First, let's synthesize to optimize on circuit depth, i.e. to minimize the longest chain of gates in the circuit and hence the overall execution time (and required coherence time)."
+   "source": [
+    "First, let's synthesize to optimize on circuit depth, i.e. to minimize the longest path formed by gates in the circuit (and hence affects the required coherence time)."
+   ]
   },
   {
    "cell_type": "code",
+   "execution_count": 4,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2025-02-19T09:57:33.595260Z",
      "start_time": "2025-02-19T09:57:25.795982Z"
     }
    },
+   "outputs": [],
    "source": [
     "qprog_opt_depth = synthesize(\n",
     "    model=main,\n",
     "    constraints=Constraints(optimization_parameter=OptimizationParameter.DEPTH) \n",
     ")"
-   ],
-   "outputs": [],
-   "execution_count": 4
+   ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
-   "source": "We can inspect the resulting circuit using Classiq's web visualization:\n"
+   "source": [
+    "We can inspect the resulting circuit using Classiq's web visualization:\n"
+   ]
   },
   {
    "cell_type": "code",
+   "execution_count": 5,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2025-02-19T09:57:35.150980Z",
      "start_time": "2025-02-19T09:57:33.606889Z"
     }
    },
-   "source": [
-    "show(qprog_opt_depth)"
-   ],
    "outputs": [
     {
      "name": "stdout",
@@ -79,7 +81,9 @@
      ]
     }
    ],
-   "execution_count": 5
+   "source": [
+    "show(qprog_opt_depth)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -108,20 +112,20 @@
   },
   {
    "cell_type": "code",
+   "execution_count": 6,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2025-02-19T09:57:38.617264Z",
      "start_time": "2025-02-19T09:57:35.204530Z"
     }
    },
+   "outputs": [],
    "source": [
     "qprog_opt_width = synthesize(\n",
     "    model=main,\n",
     "    constraints=Constraints(optimization_parameter=OptimizationParameter.WIDTH) \n",
     ")"
-   ],
-   "outputs": [],
-   "execution_count": 6
+   ]
   },
   {
    "cell_type": "markdown",
@@ -132,13 +136,13 @@
   },
   {
    "cell_type": "code",
+   "execution_count": 7,
    "metadata": {
     "ExecuteTime": {
      "end_time": "2025-02-19T09:57:39.812986Z",
      "start_time": "2025-02-19T09:57:38.625126Z"
     }
    },
-   "source": "show(qprog_opt_width)",
    "outputs": [
     {
      "name": "stdout",
@@ -148,7 +152,9 @@
      ]
     }
    ],
-   "execution_count": 7
+   "source": [
+    "show(qprog_opt_width)"
+   ]
   },
   {
    "cell_type": "markdown",