diff --git a/app/services/scrapers/twitter/__init__.py b/app/services/scrapers/twitter/__init__.py
index b5cd2a3..6183f1c 100644
--- a/app/services/scrapers/twitter/__init__.py
+++ b/app/services/scrapers/twitter/__init__.py
@@ -2,7 +2,7 @@
 import asyncio
 import traceback
 from urllib.parse import urlparse
-from typing import Dict, Optional, Any
+from typing import Dict, List, Optional, Any, Tuple
 
 import httpx
 import jmespath
@@ -51,6 +51,8 @@ def __init__(
         self.host = ""
         self.headers = {}
         self.params = {}
+        self.include_comments: bool = kwargs.get("include_comments", False)
+        self.article_tweet: bool = False
 
     async def get_item(self) -> dict:
         await self.get_twitter()
@@ -100,10 +102,12 @@ async def _rapidapi_get_response_tweet_data(self) -> Dict:
 
     async def _api_client_get_response_tweet_data(self) -> Dict:
         scraper = Scraper(
-            save=DEBUG_MODE,
+            save=False,
+            pbar=False,
+            debug=0,
             cookies=TWITTER_COOKIES
         )
-        tweet_data = await asyncio.to_thread(scraper.tweets_details, [int(self.tid)])
+        tweet_data = await asyncio.to_thread(scraper.tweets_details, [int(self.tid)], limit=1)
         logger.debug(tweet_data)
         return tweet_data[0]
 
@@ -125,12 +129,24 @@ def _process_tweet_twitter135(self, tweet_data: Dict):
         )
         entries = entries_instruction['entries']
         tweets = []
-        for i in entries:
-            if (
-                    i["content"]["entryType"] == "TimelineTimelineItem"
-                    and i["content"]["itemContent"]["itemType"] == "TimelineTweet"
-            ):
-                tweets.append(i["content"]["itemContent"]["tweet_results"]["result"])
+        for entry in entries:
+            content = entry["content"]
+            entry_type = content.get("entryType", "")
+
+            if entry_type == "TimelineTimelineItem":
+                item_content = content.get("itemContent", {})
+                if item_content.get("itemType") == "TimelineTweet":
+                    result = item_content.get("tweet_results", {}).get("result")
+                    if result:
+                        tweets.append(result)
+
+            elif entry_type == "TimelineTimelineModule" and self.include_comments:
+                for module_item in content.get("items", []):
+                    item_content = module_item.get("item", {}).get("itemContent", {})
+                    if item_content.get("itemType") == "TimelineTweet":
+                        result = item_content.get("tweet_results", {}).get("result")
+                        if result:
+                            tweets.append(result)
         for tweet in tweets:
             if tweet["__typename"] == "TweetWithVisibilityResults":
                 tweet = tweet["tweet"]
@@ -140,12 +156,16 @@ def _process_tweet_twitter135(self, tweet_data: Dict):
         self.text = self.text[:-1]
         self.content += self.content_group
         self.message_type = (
-            MessageType.LONG if get_html_text_length(self.text) > SHORT_LIMIT else MessageType.SHORT
+            MessageType.LONG if (get_html_text_length(self.text) > SHORT_LIMIT or self.article_tweet) else MessageType.SHORT
         )
 
     def process_single_tweet_Twitter135(self, tweet: Dict, retweeted=False) -> None:
         if tweet.get("tid") == self.tid:
-            self.title = f"{tweet['name']}'s Tweet"
+            if tweet.get("article") and tweet["article"].get("title"):
+                self.title = tweet["article"]["title"]
+                self.article_tweet = True
+            else:
+                self.title = f"{tweet['name']}'s Tweet"
             self.author = tweet["name"]
             self.author_url = f"https://twitter.com/{tweet['username']}"
             self.date = tweet["date"]
@@ -163,15 +183,29 @@ def process_single_tweet_Twitter135(self, tweet: Dict, retweeted=False) -> None:
 
     @staticmethod
     def parse_single_tweet_Twitter135(tweet: Dict, retweeted=False) -> Dict:
-        text = tweet["full_text"] if tweet.get("full_text") else tweet["text"]
         tweet_info = {
             "media_files": [],
             "text_group": "",
             "content_group": "<hr>" if not retweeted else "<p>Quoted:</p>",
         }
         user_component = f"<a href='https://twitter.com/{tweet['username']}/status/{tweet['tid']}'>@{tweet['name']}</a>"
-        tweet_info["content_group"] += wrap_text_into_html(f"{user_component}: {text}")
-        tweet_info["text_group"] += f"{user_component}: {text}\n"
+
+        if tweet.get("article"):
+            article = tweet["article"]
+            article_title = article.get("title", "")
+            display_text = article_title if article_title else (
+                tweet["full_text"] if tweet.get("full_text") else tweet["text"]
+            )
+            tweet_info["content_group"] += wrap_text_into_html(f"{user_component}: {display_text}")
+            tweet_info["text_group"] += f"{user_component}: {display_text}\n"
+            article_html, article_media = Twitter.parse_article_content(article)
+            tweet_info["content_group"] += article_html
+            tweet_info["media_files"] += article_media
+        else:
+            text = tweet["full_text"] if tweet.get("full_text") else tweet["text"]
+            tweet_info["content_group"] += wrap_text_into_html(f"{user_component}: {text}")
+            tweet_info["text_group"] += f"{user_component}: {text}\n"
+
         if tweet["media"]:
             for media in tweet["media"]:
                 if media["type"] == "photo":
@@ -209,13 +243,14 @@ def parse_tweet_data_Twitter135(data: Dict) -> Dict:
         result = jmespath.search(
             """{
             tid: rest_id,
-            name: core.user_results.result.legacy.name,
-            username: core.user_results.result.legacy.screen_name,
+            name: core.user_results.result.core.name || core.user_results.result.legacy.name,
+            username: core.user_results.result.core.screen_name || core.user_results.result.legacy.screen_name,
             date: legacy.created_at,
             full_text: note_tweet.note_tweet_results.result.text,
             text: legacy.full_text,
             media: legacy.extended_entities.media,
-            quoted_tweet: quoted_status_result.result
+            quoted_tweet: quoted_status_result.result,
+            article: article.article_results.result
             }""",
             data,
         )
@@ -224,6 +259,52 @@ def parse_tweet_data_Twitter135(data: Dict) -> Dict:
     def _process_tweet_Twitter154(self, tweet_data: Dict):
         pass
 
+    @staticmethod
+    def parse_article_content(article: Dict) -> Tuple[str, List[MediaFile]]:
+        content_state = article.get("content_state", {})
+        blocks = content_state.get("blocks", [])
+        entity_map_list = content_state.get("entityMap", [])
+
+        entity_lookup = {}
+        for entry in entity_map_list:
+            entity_lookup[str(entry["key"])] = entry["value"]
+
+        html_parts = []
+        media_files = []
+
+        for block in blocks:
+            block_type = block.get("type", "unstyled")
+            text = block.get("text", "")
+            inline_style_ranges = block.get("inlineStyleRanges", [])
+            entity_ranges = block.get("entityRanges", [])
+
+            if block_type == "atomic":
+                for er in entity_ranges:
+                    entity = entity_lookup.get(str(er["key"]))
+                    if entity and entity.get("type") == "MEDIA":
+                        for media_item in entity.get("data", {}).get("mediaItems", []):
+                            media_id = media_item.get("mediaId", "")
+                            media_url = _find_article_media_url(article, media_id)
+                            if media_url:
+                                html_parts.append(f"<img src='{media_url}'/>")
+                                media_files.append(MediaFile(
+                                    media_type="image",
+                                    url=media_url,
+                                    caption="",
+                                ))
+                continue
+
+            styled_text = _apply_inline_formatting(
+                text, inline_style_ranges, entity_ranges, entity_lookup
+            )
+
+            if block_type == "header-two":
+                html_parts.append(f"<h2>{styled_text}</h2>")
+            else:
+                html_parts.append(f"<p>{styled_text}</p>")
+
+        return "".join(html_parts), media_files
+
     def _get_request_headers(self):
         self.host = SCRAPER_INFO[self.scraper]["host"]
         self.headers = {
@@ -235,3 +316,66 @@ def _get_request_headers(self):
         self.params = {
             SCRAPER_INFO[self.scraper]["params"]: self.tid,
         }
+
+
+def _find_article_media_url(article: Dict, media_id: str) -> str:
+    for entity in article.get("media_entities", []):
+        if str(entity.get("media_id")) == str(media_id):
+            media_info = entity.get("media_info", {})
+            url = media_info.get("original_img_url", "")
+            return url
+    return ""
+
+
+def _apply_inline_formatting(
+        text: str,
+        style_ranges: List[Dict],
+        entity_ranges: List[Dict],
+        entity_lookup: Dict,
+) -> str:
+    if not text or (not style_ranges and not entity_ranges):
+        return text
+
+    n = len(text)
+    bold = [False] * n
+    italic = [False] * n
+    link_url = [None] * n
+
+    for sr in style_ranges:
+        start = sr["offset"]
+        end = start + sr["length"]
+        for i in range(start, min(end, n)):
+            if sr["style"] == "Bold":
+                bold[i] = True
+            elif sr["style"] == "Italic":
+                italic[i] = True
+
+    for er in entity_ranges:
+        entity = entity_lookup.get(str(er["key"]))
+        if entity and entity.get("type") == "LINK":
+            url = entity.get("data", {}).get("url", "")
+            start = er["offset"]
+            end = start + er["length"]
+            for i in range(start, min(end, n)):
+                link_url[i] = url
+
+    result = []
+    i = 0
+    while i < n:
+        cur_bold = bold[i]
+        cur_italic = italic[i]
+        cur_link = link_url[i]
+        j = i
+        while j < n and bold[j] == cur_bold and italic[j] == cur_italic and link_url[j] == cur_link:
+            j += 1
+        segment = text[i:j]
+        if cur_bold:
+            segment = f"<b>{segment}</b>"
+        if cur_italic:
+            segment = f"<i>{segment}</i>"
+        if cur_link:
+            segment = f"<a href='{cur_link}'>{segment}</a>"
+        result.append(segment)
+        i = j
+
+    return "".join(result)
diff --git a/poetry.lock b/poetry.lock
index a0adab8..4a4ae48 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -410,14 +410,14 @@ files = [
 
 [[package]]
 name = "babel"
-version = "2.17.0"
+version = "2.18.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
-    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
+    {file = "babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35"},
+    {file = "babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d"},
 ]
 
 [package.extras]
@@ -1013,14 +1013,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cssselect2"
-version = "0.8.0"
+version = "0.9.0"
 description = "CSS selectors for Python ElementTree"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "cssselect2-0.8.0-py3-none-any.whl", hash = "sha256:46fc70ebc41ced7a32cd42d58b1884d72ade23d21e5a4eaaf022401c13f0e76e"},
-    {file = "cssselect2-0.8.0.tar.gz", hash = "sha256:7674ffb954a3b46162392aee2a3a0aedb2e14ecf99fcc28644900f4e6e3e9d3a"},
+    {file = "cssselect2-0.9.0-py3-none-any.whl", hash = "sha256:6a99e5f91f9a016a304dd929b0966ca464bcfda15177b6fb4a118fc0fb5d9563"},
+    {file = "cssselect2-0.9.0.tar.gz", hash = "sha256:759aa22c216326356f65e62e791d66160a0f9c91d1424e8d8adc5e74dddfc6fb"},
 ]
 
 [package.dependencies]
@@ -1123,14 +1123,14 @@ windows = ["python-magic-bin (>=0.4.14,<0.5.0)"]
 
 [[package]]
 name = "firecrawl-py"
-version = "4.13.0"
+version = "4.15.0"
 description = "Python SDK for Firecrawl API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "firecrawl_py-4.13.0-py3-none-any.whl", hash = "sha256:abf6e5d9a927824a6a6222e16f95975a57a5d778352241f8a3f3bc5ad81d8bf5"},
-    {file = "firecrawl_py-4.13.0.tar.gz", hash = "sha256:4f08088a7dc4abfb6b05dcd2290a9de65ce27ed392c5504e21f0519b783301c7"},
+    {file = "firecrawl_py-4.15.0-py3-none-any.whl", hash = "sha256:e6bf2065e3e07cedae0b0ed8a702bd636c57595e05d7b73993aebba0ebd16537"},
+    {file = "firecrawl_py-4.15.0.tar.gz", hash = "sha256:f3149e95ee1f84a1ea86b5b7b0c33d4021d66337fdf72159878c405a1e704456"},
 ]
 
 [package.dependencies]
@@ -1284,60 +1284,65 @@ files = [
 
 [[package]]
 name = "greenlet"
-version = "3.3.0"
+version = "3.3.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -2419,26 +2411,26 @@ asn1crypto = ">=1.5.1"
 
 [[package]]
 name = "packaging"
-version = "25.0"
+version = "26.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [[package]]
 name = "pathspec"
-version = "1.0.3"
+version = "1.0.4"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -2547,37 +2539,32 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.5.1"
+version = "4.9.2"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
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 ]
 
-[package.extras]
-docs = ["furo (>=2025.9.25)", "proselint (>=0.14)", "sphinx (>=8.2.3)", "sphinx-autodoc-typehints (>=3.2)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.4.2)", "pytest-cov (>=7)", "pytest-mock (>=3.15.1)"]
-type = ["mypy (>=1.18.2)"]
-
 [[package]]
 name = "playwright"
-version = "1.57.0"
+version = "1.58.0"
 description = "A high-level API to automate web browsers"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2734,15 +2721,15 @@ files = [
 
 [[package]]
 name = "pycparser"
-version = "2.23"
+version = "3.0"
 description = "C parser in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
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+    {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"},
 ]
 
 [[package]]
@@ -2915,14 +2902,14 @@ files = [
 
 [[package]]
 name = "pyee"
-version = "13.0.0"
+version = "13.0.1"
 description = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "pyee-13.0.1-py3-none-any.whl", hash = "sha256:af2f8fede4171ef667dfded53f96e2ed0d6e6bd7ee3bb46437f77e3b57689228"},
+    {file = "pyee-13.0.1.tar.gz", hash = "sha256:0b931f7c14535667ed4c7e0d531716368715e860b988770fc7eb8578d1f67fc8"},
 ]
 
 [package.dependencies]
@@ -2948,14 +2935,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyhanko"
-version = "0.32.0"
+version = "0.33.0"
 description = "Tools for stamping and signing PDF files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2968,23 +2955,23 @@ requests = ">=2.31.0"
 tzlocal = ">=4.3"
 
 [package.extras]
-async-http = ["aiohttp (>=3.9,<3.13)"]
+async-http = ["aiohttp (>=3.9,<3.14)"]
 etsi = ["signxml (>=4.2.0)", "xsdata (>=24.4,<26.0)"]
-image-support = ["Pillow (>=7.2.0)", "python-barcode (==0.15.1)"]
-opentype = ["fonttools (>=4.33.3)", "uharfbuzz (>=0.25.0,<0.53.0)"]
-pkcs11 = ["python-pkcs11 (>=0.9.2,<0.10.0)"]
+image-support = ["Pillow (>=7.2.0)", "python-barcode (==0.16.1)"]
+opentype = ["fonttools (>=4.33.3)", "uharfbuzz (>=0.25.0,<0.54.0)"]
+pkcs11 = ["python-pkcs11 (>=0.9.3,<0.10.0)"]
 qr = ["qrcode (>=7.3.1)"]
 
 [[package]]
 name = "pyhanko-certvalidator"
-version = "0.29.0"
+version = "0.29.1"
 description = "Validates X.509 certificates and paths; forked from wbond/certvalidator"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "pyhanko_certvalidator-0.29.0.tar.gz", hash = "sha256:8ebb98e742e4a2e2347374535c1329abf77c398addb31e623f33645ace02efa4"},
+    {file = "pyhanko_certvalidator-0.29.1-py3-none-any.whl", hash = "sha256:c85747bb09bfb23777f947901212a6640f5d1ee3bd95479b063b27c2f4213250"},
+    {file = "pyhanko_certvalidator-0.29.1.tar.gz", hash = "sha256:e8a8ad40eb73f4a32a4c4ce4474af6514bf86bc72e0fbb339d2b473f8d57e2a2"},
 ]
 
 [package.dependencies]
@@ -2995,7 +2982,7 @@ requests = ">=2.31.0"
 uritools = ">=3.0.1"
 
 [package.extras]
-async-http = ["aiohttp (>=3.9,<3.13)"]
+async-http = ["aiohttp (>=3.9,<3.14)"]
 
 [[package]]
 name = "pymongo"
@@ -3093,20 +3080,20 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "pypdf"
-version = "6.6.0"
+version = "6.7.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "pypdf-6.6.0.tar.gz", hash = "sha256:4c887ef2ea38d86faded61141995a3c7d068c9d6ae8477be7ae5de8a8e16592f"},
+    {file = "pypdf-6.7.0-py3-none-any.whl", hash = "sha256:62e85036d50839cbdf45b8067c2c1a1b925517514d7cba4cbe8755a6c2829bc9"},
+    {file = "pypdf-6.7.0.tar.gz", hash = "sha256:eb95e244d9f434e6cfd157272283339ef586e593be64ee699c620f756d5c3f7e"},
 ]
 
 [package.extras]
 crypto = ["cryptography"]
 cryptodome = ["PyCryptodome"]
-dev = ["black", "flit", "pip-tools", "pre-commit", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+dev = ["flit", "pip-tools", "pre-commit", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
@@ -3356,14 +3343,54 @@ webhooks = ["tornado (>=6.4,<7.0)"]
 
 [[package]]
 name = "pytokens"
-version = "0.3.0"
+version = "0.4.1"
 description = "A Fast, spec compliant Python 3.14+ tokenizer that runs on older Pythons."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "pytokens-0.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2a44ed93ea23415c54f3face3b65ef2b844d96aeb3455b8a69b3df6beab6acc5"},
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+    {file = "pytokens-0.4.1-py3-none-any.whl", hash = "sha256:26cef14744a8385f35d0e095dc8b3a7583f6c953c2e3d269c7f82484bf5ad2de"},
+    {file = "pytokens-0.4.1.tar.gz", hash = "sha256:292052fe80923aae2260c073f822ceba21f3872ced9a68bb7953b348e561179a"},
 ]
 
 [package.extras]
@@ -3454,14 +3481,14 @@ files = [
 
 [[package]]
 name = "reportlab"
-version = "4.4.9"
+version = "4.4.10"
 description = "The Reportlab Toolkit"
 optional = false
 python-versions = "<4,>=3.9"
 groups = ["main"]
 files = [
-    {file = "reportlab-4.4.9-py3-none-any.whl", hash = "sha256:68e2d103ae8041a37714e8896ec9b79a1c1e911d68c3bd2ea17546568cf17bfd"},
-    {file = "reportlab-4.4.9.tar.gz", hash = "sha256:7cf487764294ee791a4781f5a157bebce262a666ae4bbb87786760a9676c9378"},
+    {file = "reportlab-4.4.10-py3-none-any.whl", hash = "sha256:5abc815746ae2bc44e7ff25db96814f921349ca814c992c7eac3c26029bf7c24"},
+    {file = "reportlab-4.4.10.tar.gz", hash = "sha256:5cbbb34ac3546039d0086deb2938cdec06b12da3cdb836e813258eb33cd28487"},
 ]
 
 [package.dependencies]
@@ -3571,14 +3598,14 @@ crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
 
 [[package]]
 name = "sentry-sdk"
-version = "2.49.0"
+version = "2.53.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "sentry_sdk-2.49.0-py2.py3-none-any.whl", hash = "sha256:6ea78499133874445a20fe9c826c9e960070abeb7ae0cdf930314ab16bb97aa0"},
-    {file = "sentry_sdk-2.49.0.tar.gz", hash = "sha256:c1878599cde410d481c04ef50ee3aedd4f600e4d0d253f4763041e468b332c30"},
+    {file = "sentry_sdk-2.53.0-py2.py3-none-any.whl", hash = "sha256:46e1ed8d84355ae54406c924f6b290c3d61f4048625989a723fd622aab838899"},
+    {file = "sentry_sdk-2.53.0.tar.gz", hash = "sha256:6520ef2c4acd823f28efc55e43eb6ce2e6d9f954a95a3aa96b6fd14871e92b77"},
 ]
 
 [package.dependencies]
@@ -3659,14 +3686,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8.1"
+version = "2.8.3"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "soupsieve-2.8.1-py3-none-any.whl", hash = "sha256:a11fe2a6f3d76ab3cf2de04eb339c1be5b506a8a47f2ceb6d139803177f85434"},
-    {file = "soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350"},
+    {file = "soupsieve-2.8.3-py3-none-any.whl", hash = "sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95"},
+    {file = "soupsieve-2.8.3.tar.gz", hash = "sha256:3267f1eeea4251fb42728b6dfb746edc9acaffc4a45b27e19450b676586e8349"},
 ]
 
 [[package]]
@@ -3706,14 +3733,14 @@ tinycss2 = ">=0.6.0"
 
 [[package]]
 name = "tenacity"
-version = "9.1.2"
+version = "9.1.4"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
-    {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
+    {file = "tenacity-9.1.4-py3-none-any.whl", hash = "sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55"},
+    {file = "tenacity-9.1.4.tar.gz", hash = "sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a"},
 ]
 
 [package.extras]
@@ -3741,14 +3768,14 @@ test = ["pytest", "ruff"]
 
 [[package]]
 name = "tqdm"
-version = "4.67.1"
+version = "4.67.3"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
-    {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
+    {file = "tqdm-4.67.3-py3-none-any.whl", hash = "sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf"},
+    {file = "tqdm-4.67.3.tar.gz", hash = "sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb"},
 ]
 
 [package.dependencies]
@@ -3762,15 +3789,15 @@ slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
-name = "twitter-api-client"
-version = "0.10.22"
+name = "twitter-api-client-v2"
+version = "0.1.1"
 description = "Implementation of X/Twitter v1, v2, and GraphQL APIs."
 optional = false
-python-versions = ">=3.10.10"
+python-versions = ">=3.12"
 groups = ["main"]
 files = [
-    {file = "twitter_api_client-0.10.22-py3-none-any.whl", hash = "sha256:41d672f2f6bc801ff1cff4574428613a7dd4b18fff2ae284d3ad067a33a4ae07"},
-    {file = "twitter_api_client-0.10.22.tar.gz", hash = "sha256:4b92b34110c842ba1cd9b26c3cb68a47dc687072a78aa77d674e790ac0b9adb4"},
+    {file = "twitter_api_client_v2-0.1.1-py3-none-any.whl", hash = "sha256:61a4f9298cd99e217a6a334c6ef5bebe85b6b56a8968d43ac101b57ffec1864e"},
+    {file = "twitter_api_client_v2-0.1.1.tar.gz", hash = "sha256:f55361cdbef7c2fe2461f1e943c1b79cea5be61e9aff9e987bcfeb1581a14b51"},
 ]
 
 [package.dependencies]
@@ -3977,14 +4004,14 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=6.1,<7.0)", "mypy (>=0.800)", "psutil",
 
 [[package]]
 name = "w3lib"
-version = "2.3.1"
+version = "2.4.0"
 description = "Library of web-related functions"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "w3lib-2.3.1-py3-none-any.whl", hash = "sha256:9ccd2ae10c8c41c7279cd8ad4fe65f834be894fe7bfdd7304b991fd69325847b"},
-    {file = "w3lib-2.3.1.tar.gz", hash = "sha256:5c8ac02a3027576174c2b61eb9a2170ba1b197cae767080771b6f1febda249a4"},
+    {file = "w3lib-2.4.0-py3-none-any.whl", hash = "sha256:260b5a22aeb86ae73213857f69ed20829a45150f8d5b12050b1f02ada414db79"},
+    {file = "w3lib-2.4.0.tar.gz", hash = "sha256:e233ad21649b69d0e047a10f30181ae9677524a29f6f71f6f3c758dc0c8d2648"},
 ]
 
 [[package]]
@@ -4379,14 +4406,14 @@ propcache = ">=0.2.1"
 
 [[package]]
 name = "zyte-api"
-version = "0.8.1"
+version = "0.8.2"
 description = "Python interface to Zyte API"
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "zyte_api-0.8.1-py3-none-any.whl", hash = "sha256:59565fae3898ffbd1962f260b32e9de957900d89bb8c16ddf1578c22d4fecbb7"},
-    {file = "zyte_api-0.8.1.tar.gz", hash = "sha256:38d78e11e528c8b3f86c786f3ec88b1bab9dd8365ed2bcfc54bb41113963c31e"},
+    {file = "zyte_api-0.8.2-py3-none-any.whl", hash = "sha256:67b9e4c7c974b849908bde9286d73ef5a23ba53db6fbc61e0e2a4345acdb572a"},
+    {file = "zyte_api-0.8.2.tar.gz", hash = "sha256:075cc467f3eaca0dc2301455773a15c1456cec94a4bf5da68cc624b3615e43c5"},
 ]
 
 [package.dependencies]
@@ -4399,12 +4426,12 @@ tqdm = ">=4.16.0"
 w3lib = ">=2.1.1"
 
 [package.extras]
-x402 = ["eth-account (>=0.13.7)", "x402 (>=0.1.1)"]
+x402 = ["eth-account (>=0.13.7)", "x402 (>=0.1.1,<2.0.0)"]
 
 [extras]
 windows = ["python-magic-bin"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.11,<3.14"
-content-hash = "a30e96ee89828e5798043b83f62b3f737bd9e12d0e92b6b8a0c5a280cfd97176"
+python-versions = ">=3.12,<3.14"
+content-hash = "56b9ea7441c309f9b11ec184780cf6fab248fce2531f8d10b396289459caaa98"
diff --git a/pyproject.toml b/pyproject.toml
index da85308..5270b22 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,7 @@ license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.11,<3.14"
+python = ">=3.12,<3.14"
 loguru = "^0.7.2"
 fastapi = "^0.115.12"
 sentry-sdk = { extras = ["fastapi"], version = "^2.27.0" }
@@ -24,7 +24,8 @@ openai = "^2.15.0"
 gunicorn = "^23.0.0"
 uvicorn = "^0.34.2"
 aiofiles = "^24.1.0"
-twitter-api-client = "^0.10.22"
+#twitter-api-client = "^0.10.22"
+twitter-api-client-v2 = "^0.1.1"
 atproto = "^0.0.61"
 pillow = "^10.0.0"
 python-magic = "^0.4.27"