diff --git a/examples/find/src/main.rs b/examples/find/src/main.rs
index 90b0e1ea..abc31cf4 100644
--- a/examples/find/src/main.rs
+++ b/examples/find/src/main.rs
@@ -1,4 +1,5 @@
 //! This example shows finding an env file by filename.
+
 use dotenvy::EnvLoader;
 use std::{
     env, error, fs, io,
diff --git a/examples/modify-macro/src/main.rs b/examples/modify-macro/src/main.rs
index ef1479ca..d26451c7 100644
--- a/examples/modify-macro/src/main.rs
+++ b/examples/modify-macro/src/main.rs
@@ -1,7 +1,10 @@
-use std::{env, error};
+//! The `load` attribute loads and modifies the environment.
+//! 
+//! This is more ergonomic than the *modify* example.
+
+use std::env;
 
 #[dotenvy::load(path = "../env-example", required = true, override_ = true)]
-fn main() -> Result<(), Box<dyn error::Error>> {
-    println!("HOST={}", env::var("HOST")?);
-    Ok(())
+fn main() {
+    println!("HOST={}", env::var("HOST").unwrap());
 }
diff --git a/examples/modify-tokio-macro/src/main.rs b/examples/modify-tokio-macro/src/main.rs
index 6ab8c181..c04b68fb 100644
--- a/examples/modify-tokio-macro/src/main.rs
+++ b/examples/modify-tokio-macro/src/main.rs
@@ -1,10 +1,12 @@
-//! `#[dotenvy::load]` must go before `#[tokio::main]`.
+//! This is more ergonomic than the *modify-tokio* example.
+//! 
+//! The attribute macro executes `load_and_modify` before the tokio runtime is spawned.
+//! When using this method, `#[dotenvy::load]` be put above `#[tokio::main]`.
 
-use std::{env, error};
+use std::env;
 
 #[dotenvy::load(path = "../env-example")]
 #[tokio::main]
-async fn main() -> Result<(), Box<dyn error::Error>> {
-    println!("HOST={}", env::var("HOST")?);
-    Ok(())
+async fn main() {
+    println!("HOST={}", env::var("HOST").unwrap());
 }
diff --git a/examples/modify-tokio/src/main.rs b/examples/modify-tokio/src/main.rs
index d496ecb4..58e637ed 100644
--- a/examples/modify-tokio/src/main.rs
+++ b/examples/modify-tokio/src/main.rs
@@ -1,12 +1,16 @@
+//! `load_and_modify` uses `std::env::set_var` internally, which is not thread-safe.
+//! 
+//! When modifying the environment, loading must be executed before the async runtime is spawned.
+//! 
+//! The *modify-tokio-macro* example contains a more ergonomic way to do this.
+
 use dotenvy::EnvLoader;
 use std::{
     env::{self, VarError},
     error,
 };
 
-// `load_and_modify` uses `std::env::set_var` internally, which is not thread-safe.
-// As such, loading must be done before the async runtime is spawned.
-// This is why we don't use `#[tokio::main]` here.
+
 fn main() -> Result<(), Box<dyn error::Error>> {
     let loader = EnvLoader::with_path("../env-example");
     unsafe { loader.load_and_modify() }?;
@@ -16,7 +20,7 @@ fn main() -> Result<(), Box<dyn error::Error>> {
         .enable_all()
         .build()?
         .block_on(async {
-            println!("HOST={}", env::var("HOST")?);
+            println!("HOST={}", env::var("HOST").unwrap());
             Ok::<_, VarError>(())
         })?;
 
diff --git a/examples/modify/src/main.rs b/examples/modify/src/main.rs
index 78ff39f9..0525f36c 100644
--- a/examples/modify/src/main.rs
+++ b/examples/modify/src/main.rs
@@ -1,6 +1,9 @@
 //! This example modifies the existing environment.
 //!
 //! This makes environment varaibles from available to subprocesses, e.g., a Python script.
+//! 
+//! The *modify-macro* example contains a more ergonomic way to do this.
+
 use dotenvy::{EnvLoader, EnvSequence};
 use std::{env, error, fs, io, process::Command};
 
@@ -9,13 +12,14 @@ fn main() -> Result<(), Box<dyn error::Error>> {
     let loader = EnvLoader::with_path("../env-example").sequence(EnvSequence::InputThenEnv);
     unsafe { loader.load_and_modify() }?;
 
-    println!("HOST={}", env::var("HOST")?);
+    println!("HOST={}", env::var("HOST").unwrap());
     print_host_py()?;
     Ok(())
 }
 
+/// Prints the host using Python's `os.environ.get`.
 fn print_host_py() -> io::Result<()> {
-    let script = fs::read_to_string("print_host.py")?;
+    let script = fs::read_to_string("../modify/print_host.py")?;
     let output = Command::new("python3").arg("-c").arg(script).output()?;
     print!("{}", String::from_utf8_lossy(&output.stdout));
     Ok(())
diff --git a/examples/multiple-files/src/main.rs b/examples/multiple-files/src/main.rs
index b993cbb0..7e69aee1 100644
--- a/examples/multiple-files/src/main.rs
+++ b/examples/multiple-files/src/main.rs
@@ -2,11 +2,14 @@ use dotenvy::{EnvLoader, EnvSequence};
 use std::error;
 
 fn main() -> Result<(), Box<dyn error::Error>> {
+    // The sequence is `EnvThenInput` to load the program environment and file A.
     let map_a = EnvLoader::with_path("../env-example")
         .sequence(EnvSequence::EnvThenInput)
         .load()?;
+
+    // the sequence is `InputOnly` as we aleady loaded the program environment in the previous step. 
     let map_b = EnvLoader::with_path("../env-example-2")
-        .sequence(EnvSequence::InputOnly) // we already loaded from the environment in map_a
+        .sequence(EnvSequence::InputOnly)
         .load()?;
 
     let mut env_map = map_a.clone();
diff --git a/examples/optional/src/main.rs b/examples/optional/src/main.rs
index 545d2877..c96347a4 100644
--- a/examples/optional/src/main.rs
+++ b/examples/optional/src/main.rs
@@ -7,8 +7,9 @@ use std::{error, fs::File, io, path::Path};
 fn main() -> Result<(), Box<dyn error::Error>> {
     let path = Path::new("non-existent-env");
 
-    // Rather than checking with `Path::exists` and then opening the file handle, we call `File::open` directly to avoid a race condition where the file is inaccessible between the exist check and open
-    // Even though we pass the file handle as input, we specify the path so it can be used as context in the error message
+    // Rather than checking with `Path::exists` and then opening the file handle, we call `File::open` directly to avoid a race condition where the file is inaccessible between the exist check and the open call.
+
+    // The loader is unaware of the file path because we construct it using a reader. We can still inform the reader of the file path using the `path` setter, which allows us to have a more informative error message.
     let loader = match File::open(path) {
         Ok(file) => EnvLoader::with_reader(file)
             .path(path)