sdk docs: patch

Signed-off-by: aevesdocker <allie.sadler@docker.com>

docs/sdk.md

@@ -1,13 +1,15 @@
-# Using docker/compose SDK
+# Using the `docker/compose` SDK
 
 The `docker/compose` package can be used as a Go library by third-party applications to programmatically manage
-containerized applications defined in Compose files. This SDK provides a comprehensive API that enables developers to
-integrate Compose functionality directly into their applications, allowing them to load, validate, and manage
-multi-container environments without relying on the Compose CLI. Whether you need to orchestrate containers as part of
+containerized applications defined in Compose files. This SDK provides a comprehensive API that lets you
+integrate Compose functionality directly into your applications, allowing you to load, validate, and manage
+multi-container environments without relying on the Compose CLI. 
+
+Whether you need to orchestrate containers as part of
 a deployment pipeline, build custom management tools, or embed container orchestration into your application, the
 Compose SDK offers the same powerful capabilities that drive the Docker Compose command-line tool.
 
-## Setup the SDK
+## Set up the SDK
 
 To get started, create an SDK instance using the `NewComposeService()` function, which initializes a service with the
 necessary configuration to interact with the Docker daemon and manage Compose projects. This service instance provides
@@ -15,7 +17,7 @@ methods for all core Compose operations including creating, starting, stopping,
 loading and validating Compose files. The service handles the underlying Docker API interactions and resource
 management, allowing you to focus on your application logic.
 
-## Example Usage
+## Example usage
 
 Here's a basic example demonstrating how to load a Compose project and start the services:
 
@@ -72,14 +74,14 @@ func main() {
 }
 ```
 
-This example demonstrates the core workflow: creating a service instance, loading a project from a Compose file, and
+This example demonstrates the core workflow - creating a service instance, loading a project from a Compose file, and
 starting the services. The SDK provides many additional operations for managing the lifecycle of your containerized
 application.
 
 ## Customizing the SDK
 
 The `NewComposeService()` function accepts optional `compose.Option` parameters to customize the SDK behavior. These
-options allow you to configure I/O streams, concurrency limits, dry-run mode, and other advanced features:
+options allow you to configure I/O streams, concurrency limits, dry-run mode, and other advanced features.
 
 ```go
     // Create a custom output buffer to capture logs
@@ -94,63 +96,62 @@ options allow you to configure I/O streams, concurrency limits, dry-run mode, an
     )
 ```
 
-### Available Options
+### Available options
 
-- **`WithOutputStream(io.Writer)`** - Redirect standard output to a custom writer
-- **`WithErrorStream(io.Writer)`** - Redirect error output to a custom writer
-- **`WithInputStream(io.Reader)`** - Provide a custom input stream for interactive prompts
-- **`WithStreams(out, err, in)`** - Set all I/O streams at once
-- **`WithMaxConcurrency(int)`** - Limit the number of concurrent operations against the Docker API
-- **`WithPrompt(Prompt)`** - Customize user confirmation behavior (use `AlwaysOkPrompt()` for non-interactive mode)
-- **`WithDryRun`** - Run operations in dry-run mode without actually applying changes
-- **`WithContextInfo(api.ContextInfo)`** - Set custom Docker context information
-- **`WithProxyConfig(map[string]string)`** - Configure HTTP proxy settings for builds
-- **`WithEventProcessor(progress.EventProcessor)`** - Receive progress events and operation notifications
+- `WithOutputStream(io.Writer)` - Redirect standard output to a custom writer
+- `WithErrorStream(io.Writer)` - Redirect error output to a custom writer
+- `WithInputStream(io.Reader)` - Provide a custom input stream for interactive prompts
+- `WithStreams(out, err, in)` - Set all I/O streams at once
+- `WithMaxConcurrency(int)` - Limit the number of concurrent operations against the Docker API
+- `WithPrompt(Prompt)` - Customize user confirmation behavior (use `AlwaysOkPrompt()` for non-interactive mode)
+- `WithDryRun` - Run operations in dry-run mode without actually applying changes
+- `WithContextInfo(api.ContextInfo)` - Set custom Docker context information
+- `WithProxyConfig(map[string]string)` - Configure HTTP proxy settings for builds
+- `WithEventProcessor(progress.EventProcessor)` - Receive progress events and operation notifications
 
 These options provide fine-grained control over the SDK's behavior, making it suitable for various integration
 scenarios including CLI tools, web services, automation scripts, and testing environments.
 
-## Tracking Operations with EventProcessor
+## Tracking operations with `EventProcessor`
 
 The `EventProcessor` interface allows you to monitor Compose operations in real-time by receiving events about changes
 applied to Docker resources such as images, containers, volumes, and networks. This is particularly useful for building
 user interfaces, logging systems, or monitoring tools that need to track the progress of Compose operations.
 
-### Understanding EventProcessor
+### Understanding `EventProcessor`
 
-A Compose operation (like `Up`, `Down`, `Build`, etc.) performs a series of changes to Docker resources. The
+A Compose operation, such as `up`, `down`, `build`, performs a series of changes to Docker resources. The
 `EventProcessor` receives notifications about these changes through three key methods:
 
-- **`Start(ctx, operation)`** - Called when a Compose operation begins (e.g., "up")
-- **`On(events...)`** - Called with progress events for individual resource changes (e.g., container starting, image
-  being pulled)
-- **`Done(operation, success)`** - Called when the operation completes, indicating success or failure
+- `Start(ctx, operation)` - Called when a Compose operation begins, for example `up`
+- `On(events...)` - Called with progress events for individual resource changes, for example, container starting, image
+  being pulled
+- `Done(operation, success)` - Called when the operation completes, indicating success or failure
 
 Each event contains information about the resource being modified, its current status, and progress indicators when
 applicable (such as download progress for image pulls).
 
-### Event Status Types
+### Event status types
 
 Events report resource changes with the following status types:
 
-- **Working** - Operation is in progress (e.g., creating, starting, pulling)
-- **Done** - Operation completed successfully
-- **Warning** - Operation completed with warnings
-- **Error** - Operation failed
+- Working - Operation is in progress, for example, creating, starting, pulling
+- Done - Operation completed successfully
+- Warning - Operation completed with warnings
+- Error - Operation failed
 
 Common status text values include: `Creating`, `Created`, `Starting`, `Started`, `Running`, `Stopping`, `Stopped`,
 `Removing`, `Removed`, `Building`, `Built`, `Pulling`, `Pulled`, and more.
 
-### Built-in EventProcessor Implementations
+### Built-in `EventProcessor` implementations
 
 The SDK provides three ready-to-use `EventProcessor` implementations:
 
-- **`progress.NewTTYWriter(io.Writer)`** - Renders an interactive terminal UI with progress bars and task lists
+- `progress.NewTTYWriter(io.Writer)` - Renders an interactive terminal UI with progress bars and task lists
   (similar to the Docker Compose CLI output)
-- **`progress.NewPlainWriter(io.Writer)`** - Outputs simple text-based progress messages suitable for non-interactive
+- `progress.NewPlainWriter(io.Writer)` - Outputs simple text-based progress messages suitable for non-interactive
   environments or log files
-- **`progress.NewJSONWriter()`** - Render events as JSON objects
-- **`progress.NewQuietWriter()`** - (default) Silently processes events without producing any output
-
-Using `EventProcessor`, a custom UI can be plugged into docker/compose
+- `progress.NewJSONWriter()` - Render events as JSON objects
+- `progress.NewQuietWriter()` - (Default) Silently processes events without producing any output
 
+Using `EventProcessor`, a custom UI can be plugged into `docker/compose`.