doc: fixing typos in various files

docs/agents/multi-agents.md

@@ -275,7 +275,7 @@ ADK includes specialized agents derived from `BaseAgent` that don't perform task
     ```
 
   * **[`LoopAgent`](workflow-agents/loop-agents.md):** Executes its `sub_agents` sequentially in a loop.
-      * **Termination:** The loop stops if the optional `max_iterations` is reached, or if any sub-agent returns an [`Event`](../events/index.md) with `escalate=True` in it's Event Actions.
+      * **Termination:** The loop stops if the optional `max_iterations` is reached, or if any sub-agent returns an [`Event`](../events/index.md) with `escalate=True` in its Event Actions.
       * **Context & State:** Passes the *same* `InvocationContext` in each iteration, allowing state changes (e.g., counters, flags) to persist across loops.
 
 === "Python"
@@ -855,7 +855,7 @@ By combining ADK's composition primitives, you can implement various established
 ### Sequential Pipeline Pattern
 
 * **Structure:** A [`SequentialAgent`](workflow-agents/sequential-agents.md) contains `sub_agents` executed in a fixed order.
-* **Goal:** Implement a multi-step process where the output of one step feeds into the next.
+* **Goal:** Implement a multistep process where the output of one-step feeds into the next.
 * **ADK Primitives Used:**
     * **Workflow:** `SequentialAgent` defines the order.
     * **Communication:** Primarily uses **Shared Session State**. Earlier agents write results (often via `output_key`), later agents read those results from `context.state`.

docs/deploy/cloud-run.md

@@ -85,7 +85,7 @@ echo "<<put your GOOGLE_API_KEY here>>" | gcloud secrets create GOOGLE_API_KEY -
 ```
 
 ### Permissions to read
-You should give appropiate permissision for you service account to read this secret.
+You should give appropriate permission for you service account to read this secret.
 ```bash
 gcloud secrets add-iam-policy-binding GOOGLE_API_KEY --member="serviceAccount:1234567890-compute@developer.gserviceaccount.com" --role="roles/secretmanager.secretAccessor" --project=my-project
 ```

docs/deploy/gke.md

@@ -598,7 +598,7 @@ sessions.db
 
 Build the container image abd deploy the application again.
 
-### Insufficent Permission to Stream Logs `ERROR: (gcloud.builds.submit)`
+### Insufficient Permission to Stream Logs `ERROR: (gcloud.builds.submit)`
 
 This error can occur when you don't have sufficient permissions to stream build logs, or your VPC-SC security policy restricts access to the default logs bucket.
 

docs/runtime/resume.md

@@ -19,7 +19,7 @@ information, see
 
 ## Add resumable configuration
 
-Enable the Resume function for an agent workflow by applying a Resumabiltiy
+Enable the Resume function for an agent workflow by applying a Resumability
 configuration to the App object of your ADK workflow, as shown in the following
 code example:
 

examples/python/tutorial/agent_team/adk-tutorial/step_1/agent.py

@@ -14,7 +14,7 @@
 
 # @title Import necessary libraries
 from google.adk.agents import Agent
-from google.adk.models.lite_llm import LiteLlm # For multi-model support
+from google.adk.models.lite_llm import LiteLlm # For multimodel support
 from google.adk.sessions import InMemorySessionService
 from google.adk.runners import Runner
 from google.genai import types # For creating message Content/Parts

examples/python/tutorial/agent_team/adk-tutorial/step_3/agent.py

@@ -14,7 +14,7 @@
 
 # @title Import necessary libraries
 from google.adk.agents import Agent
-from google.adk.models.lite_llm import LiteLlm # For multi-model support
+from google.adk.models.lite_llm import LiteLlm # For multimodel support
 from google.adk.sessions import InMemorySessionService
 from google.adk.runners import Runner
 from google.genai import types # For creating message Content/Parts