diff --git a/poetry.lock b/poetry.lock
index 9784758..2beef8f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,113 +2,113 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.2"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
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 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -665,17 +665,17 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "boto3"
-version = "1.35.28"
+version = "1.35.32"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -684,13 +684,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.28"
+version = "1.35.32"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2032,12 +2032,13 @@ pgp = ["gpg"]
 
 [[package]]
 name = "durationpy"
-version = "0.7"
+version = "0.9"
 description = "Module for converting between datetime.timedelta and Go's Duration strings."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2352,17 +2353,18 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "30.0.0"
+version = "30.1.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 python-dateutil = ">=2.4"
+typing-extensions = "*"
 
 [[package]]
 name = "farcaster"
@@ -2895,13 +2897,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.68.0"
+version = "1.69.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3298,61 +3300,70 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
 [[package]]
 name = "grpcio"
-version = "1.66.1"
+version = "1.66.2"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
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 [[package]]
 name = "grpcio-status"
@@ -3523,13 +3534,13 @@ more-itertools = "*"
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.6"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -3540,7 +3551,7 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httplib2"
@@ -4402,13 +4413,13 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "langfuse"
-version = "2.51.2"
+version = "2.51.3"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
@@ -4427,13 +4438,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
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-version = "0.1.129"
+version = "0.1.130"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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 python-versions = "<4.0,>=3.8.1"
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 [package.dependencies]
@@ -4441,6 +4452,7 @@ httpx = ">=0.23.0,<1"
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 pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
 requests = ">=2,<3"
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 [[package]]
 name = "language-data"
@@ -5160,13 +5172,13 @@ websocket-client = ">=0.32.0,<1"
 
 [[package]]
 name = "mem0ai"
-version = "0.1.16"
+version = "0.1.17"
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 python-versions = "<4.0,>=3.9"
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 ]
 
 [package.dependencies]
@@ -5671,13 +5683,13 @@ files = [
 
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 [package.extras]
@@ -6011,13 +6023,13 @@ web3 = ">=6.0.0,<7"
 
 [[package]]
 name = "openai"
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+version = "1.51.0"
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 [package.dependencies]
@@ -6848,13 +6860,13 @@ test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)"
 
 [[package]]
 name = "prediction-market-agent-tooling"
-version = "0.49.0"
+version = "0.49.1"
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 python-versions = "<3.12,>=3.10"
 files = [
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 [package.dependencies]
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 loguru = ">=0.7.2,<0.8.0"
 loky = ">=3.4.1,<4.0.0"
 numpy = ">=1.26.4,<2.0.0"
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 psycopg2-binary = ">=2.9.9,<3.0.0"
 pydantic = ">=2.6.1,<3.0.0"
@@ -7470,43 +7483,43 @@ files = [
 
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-version = "3.20.0"
+version = "3.21.0"
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-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 [[package]]
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 [package.dependencies]
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 pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
@@ -9363,13 +9377,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "streamlit"
-version = "1.38.0"
+version = "1.39.0"
 description = "A faster way to build and share data apps"
 optional = false
 python-versions = "!=3.9.7,>=3.8"
 files = [
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 [package.dependencies]
@@ -9380,18 +9394,18 @@ click = ">=7.0,<9"
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 numpy = ">=1.20,<3"
 packaging = ">=20,<25"
-pandas = ">=1.3.0,<3"
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 pillow = ">=7.1.0,<11"
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 pydeck = ">=0.8.0b4,<1"
 requests = ">=2.27,<3"
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 typing-extensions = ">=4.3.0,<5"
-watchdog = {version = ">=2.1.5,<5", markers = "platform_system != \"Darwin\""}
+watchdog = {version = ">=2.1.5,<6", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
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 [[package]]
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 [[package]]
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 optional = false
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 files = [
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 [[package]]
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 [[package]]
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 [package.dependencies]
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 [package.dependencies]
@@ -10849,103 +10863,103 @@ test = ["pytest"]
 
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+    {file = "yarl-1.13.1.tar.gz", hash = "sha256:ec8cfe2295f3e5e44c51f57272afbd69414ae629ec7c6b27f5a410efc78b70a0"},
 ]
 
 [package.dependencies]
@@ -10974,4 +10988,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.10.0"
-content-hash = "362c5a05270d3dabc4d870120e46d2c6838b6694e055440f1b6462a5c2327874"
+content-hash = "1df7326e252268093bc0976c80adbbaaf0dea34bdb698c7f1f0f4ddb3fd43fbc"
diff --git a/prediction_market_agent/agents/replicate_to_omen_agent/omen_replicate.py b/prediction_market_agent/agents/replicate_to_omen_agent/omen_replicate.py
index 825e93e..e76a180 100644
--- a/prediction_market_agent/agents/replicate_to_omen_agent/omen_replicate.py
+++ b/prediction_market_agent/agents/replicate_to_omen_agent/omen_replicate.py
@@ -20,7 +20,7 @@
     OMEN_TRUE_OUTCOME,
 )
 from prediction_market_agent_tooling.markets.omen.omen import (
-    OMEN_DEFAULT_MARKET_FEE,
+    OMEN_DEFAULT_MARKET_FEE_PERC,
     OmenAgentMarket,
     omen_create_market_tx,
     omen_remove_fund_market_tx,
@@ -159,10 +159,10 @@ def omen_replicate_from_tx(
             )
             continue
 
-        market_address = omen_create_market_tx(
+        created_market = omen_create_market_tx(
             api_keys=api_keys,
             initial_funds=initial_funds,
-            fee=OMEN_DEFAULT_MARKET_FEE,
+            fee_perc=OMEN_DEFAULT_MARKET_FEE_PERC,
             question=market.question,
             closing_time=safe_closing_time,
             category=category,
@@ -171,6 +171,9 @@ def omen_replicate_from_tx(
             auto_deposit=auto_deposit,
             collateral_token_address=sDaiContract().address,
         )
+        market_address = ChecksumAddress(
+            created_market.market_event.fixed_product_market_maker_checksummed
+        )
         created_addresses.append(market_address)
         logger.info(
             f"Created `https://aiomen.eth.limo/#/{market_address}` for `{market.question}` in category {category} out of {market.url}."
diff --git a/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py b/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
index 18f4358..01a5540 100644
--- a/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
+++ b/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
@@ -28,7 +28,7 @@
 )
 from prediction_market_agent_tooling.tools.utils import (
     LLM_SUPER_LOW_TEMPERATURE,
-    add_utc_timezone_validator,
+    convert_to_utc_datetime,
     utcnow,
 )
 from pydantic import BaseModel
@@ -284,10 +284,10 @@ def generate_final_decision(
 
         correlated_markets = self.get_correlated_markets(question)
 
-        event_date = add_utc_timezone_validator(get_event_date_from_question(question))
+        event_date = convert_to_utc_datetime(get_event_date_from_question(question))
         n_remaining_days = (event_date - utcnow()).days if event_date else "Unknown"
         n_market_open_days = (
-            (utcnow() - add_utc_timezone_validator(created_time)).days
+            (utcnow() - convert_to_utc_datetime(created_time)).days
             if created_time
             else "Unknown"
         )
diff --git a/pyproject.toml b/pyproject.toml
index 0a4a0c8..62deedd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ poetry = "^1.7.1"
 poetry-plugin-export = "^1.6.0"
 functions-framework = "^3.5.0"
 cron-validator = "^1.0.8"
-prediction-market-agent-tooling = { version = "^0.49.0", extras = ["langchain", "google"] }
+prediction-market-agent-tooling = { version = "^0.49.1", extras = ["langchain", "google"] }
 pydantic-settings = "^2.1.0"
 autoflake = "^2.2.1"
 isort = "^5.13.2"