diff --git a/CITATION.cff b/CITATION.cff
index b9de5d1..8debd0a 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -4,8 +4,8 @@ title: Xquik Python SDK for Twitter Search & X Automation
 type: software
 authors:
   - name: Xquik
-version: 0.11.0
-date-released: 2026-08-12
+version: 0.11.1
+date-released: 2026-08-20
 url: https://github.com/Xquik-dev/x-twitter-scraper-python
 repository-code: https://github.com/Xquik-dev/x-twitter-scraper-python
 license: Apache-2.0
diff --git a/README.md b/README.md
index 16a98ed..09d5013 100644
--- a/README.md
+++ b/README.md
@@ -13,11 +13,6 @@ It provides a Twitter API alternative through documented Xquik REST routes.
 
 [Stainless](https://www.stainless.com/) generates this SDK.
 
-## Choose the Python SDK
-
-Choose this client for scripts, notebooks, workers, and Python services.
-Use sync or async resources with typed Pydantic response models.
-
 ## Common Twitter & X Tasks
 
 Map each task to its REST route.
@@ -125,9 +120,7 @@ from x_twitter_scraper import AsyncXTwitterScraper
 
 async def main() -> None:
     async with AsyncXTwitterScraper(
-        api_key=os.environ.get(
-            "X_TWITTER_SCRAPER_API_KEY"
-        ),  # This is the default and can be omitted
+        api_key=os.environ.get("X_TWITTER_SCRAPER_API_KEY"),  # This is the default and can be omitted
         http_client=DefaultAioHttpClient(),
     ) as client:
         response = await client.x.tweets.search(
@@ -282,10 +275,10 @@ Check `.model_fields_set` to distinguish them:
 
 ```py
 if response.my_field is None:
-  if 'my_field' not in response.model_fields_set:
-    print('The response omitted "my_field".')
-  else:
-    print('The response set "my_field" to null.')
+    if "my_field" not in response.model_fields_set:
+        print('The response omitted "my_field".')
+    else:
+        print('The response set "my_field" to null.')
 ```
 
 ### Accessing Raw Response Data
@@ -300,7 +293,7 @@ response = client.x.tweets.with_raw_response.search(
     q="from:elonmusk",
     limit=10,
 )
-print(response.headers.get('X-My-Header'))
+print(response.headers.get("X-My-Header"))
 
 tweet = response.parse()  # Parse the regular x.tweets.search() result.
 print(tweet.has_next_page)
@@ -397,8 +390,8 @@ Call `.close()` or use a context manager to close them earlier.
 from x_twitter_scraper import XTwitterScraper
 
 with XTwitterScraper() as client:
-  # Make requests here.
-  ...
+    # Make requests here.
+    ...
 
 # The HTTP client is closed.
 ```
@@ -420,6 +413,7 @@ Check the runtime version:
 
 ```py
 import x_twitter_scraper
+
 print(x_twitter_scraper.__version__)
 ```
 
diff --git a/pyproject.toml b/pyproject.toml
index ef003ff..ee20c01 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,7 +57,7 @@ conflicts = [
 ]
 
 [dependency-groups]
-# version pins are in uv.lock
+# Version pins are in uv.lock.
 dev = [
     "coverage==7.15.4",
     "pyright==1.1.411",
@@ -93,7 +93,7 @@ include = [
 packages = ["src/x_twitter_scraper"]
 
 [tool.hatch.build.targets.sdist]
-# Basically everything except hidden files/directories (such as .github, .devcontainers, .python-version, etc)
+# Package non-hidden source, tests, docs, and metadata.
 include = [
   "/*.toml",
   "/*.json",
@@ -114,7 +114,7 @@ content-type = "text/markdown"
 path = "README.md"
 
 [[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]]
-# replace relative links with absolute links
+# Convert relative links to absolute links.
 pattern = '\[(.+?)\]\(((?!https?://)\S+?)\)'
 replacement = '[\1](https://github.com/Xquik-dev/x-twitter-scraper-python/tree/main/\g<2>)'
 
@@ -129,9 +129,7 @@ filterwarnings = [
 ]
 
 [tool.pyright]
-# this enables practically every flag given by pyright.
-# there are a couple of flags that are still disabled by
-# default in strict mode as they are experimental and niche.
+# Enable Pyright's stable strict checks.
 typeCheckingMode = "strict"
 pythonVersion = "3.10"
 
@@ -152,12 +150,7 @@ reportPrivateUsage = false
 pretty = true
 show_error_codes = true
 
-# Exclude _files.py because mypy isn't smart enough to apply
-# the correct type narrowing and as this is an internal module
-# it's fine to just use Pyright.
-#
-# We also exclude our `tests` as mypy doesn't always infer
-# types correctly and Pyright will still catch any type errors.
+# Pyright checks `_files.py` and tests where mypy cannot infer types accurately.
 exclude = ['src/x_twitter_scraper/_files.py', '_dev/.*.py', 'tests/.*']
 
 strict_equality = true
@@ -169,8 +162,7 @@ warn_return_any = true
 warn_unreachable = true
 warn_unused_configs = true
 
-# Turn these options off as it could cause conflicts
-# with the Pyright options.
+# Avoid conflicts with Pyright.
 warn_unused_ignores = false
 warn_redundant_casts = false