diff --git a/app/appai/services/agents/deck_constructor.py b/app/appai/services/agents/deck_constructor.py
index 931c1b1..371a5e3 100644
--- a/app/appai/services/agents/deck_constructor.py
+++ b/app/appai/services/agents/deck_constructor.py
@@ -104,6 +104,7 @@
   - Is the card affordable in terms of mana cost and mana colors that the deck can produce? If not, is it worth adjusting the mana base to accommodate the card, or should it be avoided in favor of a more affordable option?
 - Consider the balance of the deck, including the mana curve, the mix of card types, and the overall consistency of the deck.
 - Do not assume names of specific cards, beyond basic lands. The legal sets are constantly changing, so you cannot rely on prior knowledge of specific cards being available.
+- When starting off, try to launch multiple searches for cards that will cover different aspects of the deck's strategy. By running searches in parallel, you can save time for the user.
 
 ## General flow:
 Remember, a deck must have at least 60 cards, and no more than 4 copies of any individual card (other than basic lands).
@@ -194,6 +195,7 @@ async def run_deck_constructor_agent(
     agent = Agent(
         system_prompt=DECK_CONSTRUCTION_SYSTEM_PROMPT,
         model=TOOL_MODEL_THINKING,
+        model_settings={'thinking': 'high'},
         deps_type=DeckBuildingDeps,
         tools=[
             subagent_memory_search,
@@ -358,6 +360,7 @@ async def run_card_classifier_agent(deck_id: UUID, deck_description: str) -> Non
     agent = Agent(
         system_prompt=CARD_CLASSIFIER_SYSTEM_PROMPT,
         model=TOOL_MODEL_BASIC,
+        model_settings={'thinking': False},
         tools=[],
         instrument=True,
         retries=0,
@@ -448,6 +451,7 @@ async def run_card_replacement_agent(
     agent = Agent(
         system_prompt=CARD_REPLACEMENT_SYSTEM_PROMPT,
         model=TOOL_MODEL_BASIC,
+        model_settings={'thinking': False},
         tools=[],
         instrument=True,
         retries=0,
diff --git a/app/appai/services/agents/deck_theme.py b/app/appai/services/agents/deck_theme.py
index 361b806..9c706b3 100644
--- a/app/appai/services/agents/deck_theme.py
+++ b/app/appai/services/agents/deck_theme.py
@@ -80,6 +80,7 @@ def get_daily_deck_theme() -> NewTheme:
     agent = Agent(
         model=TOOL_MODEL_BASIC,
         system_prompt=DECK_THEME_PROMPT,
+        model_settings={'thinking': False},
         instrument=True,
         output_type=NewTheme,
         tools=[find_similar_themes],
diff --git a/app/appai/services/agents/filter_constructor.py b/app/appai/services/agents/filter_constructor.py
index 6479429..8a3ecf2 100644
--- a/app/appai/services/agents/filter_constructor.py
+++ b/app/appai/services/agents/filter_constructor.py
@@ -220,6 +220,7 @@ async def filter_constructor(query: str) -> Filter:
     agent = Agent(
         model=TOOL_MODEL_BASIC,
         system_prompt=FILTER_CONSTRUCTION_PROMPT,
+        model_settings={'thinking': False},
         output_retries=10,
         output_type=Filter,
         instrument=True,
diff --git a/app/appai/services/agents/guardrails.py b/app/appai/services/agents/guardrails.py
index a618394..ffed3a3 100644
--- a/app/appai/services/agents/guardrails.py
+++ b/app/appai/services/agents/guardrails.py
@@ -87,6 +87,7 @@ def guardrail_agent(user_request: str, context: str) -> RelevancyScore:
 
     agent = Agent(
         model=TEXT_MODEL,
+        model_settings={'thinking': False},
         system_prompt=get_guardrail_system_prompt(context),
         output_retries=5,
         output_type=RelevancyScore,
diff --git a/app/appai/services/agents/tools/memory_tools.py b/app/appai/services/agents/tools/memory_tools.py
index c09afc5..376eeb3 100644
--- a/app/appai/services/agents/tools/memory_tools.py
+++ b/app/appai/services/agents/tools/memory_tools.py
@@ -133,7 +133,8 @@ async def write_memory(ctx: RunContext[DeckBuildingDeps], content: str, related_
         None: This tool does not return any output, it simply records the memory for future reference.
     """
     if len(related_card_uuids) > 10:
-        raise ValueError("A maximum of 10 related card UUIDs can be included in a memory.")
+        logfire.warning("Memory writing tool called with too many related_card_uuids.", count=len(related_card_uuids))
+        raise ModelRetry("A maximum of 10 related card UUIDs can be included in a memory.")
     if len(related_card_uuids) > 0:
         try:
             await _check_related_card_uuids(related_card_uuids)
@@ -147,7 +148,8 @@ async def write_memory(ctx: RunContext[DeckBuildingDeps], content: str, related_
     agent = Agent(
         model=TOOL_MODEL_BASIC,
         system_prompt=MEMORY_WRITING_AGENT_PROMPT,
-        output_type=Memory | None,  # type: ignore [arg-type]
+        model_settings={'thinking': False},
+        output_type=Memory | None,  # type: ignore [arg-type, call-overload]
         retries=10,
         output_retries=10,
         instrument=True,
@@ -394,6 +396,7 @@ async def subagent_memory_search(ctx: RunContext[DeckBuildingDeps], query: str)
     agent = Agent(
         model=TOOL_MODEL_BASIC,
         system_prompt=MEMORY_SEARCH_PROMPT,
+        model_settings={'thinking': False},
         instrument=True,
         tools=[semantic_memory_search, card_memory_search],
         output_type=MemorySummary,
diff --git a/pyproject.toml b/pyproject.toml
index 06870a6..161b3b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,6 @@ dependencies = [
   "jq>=1.11.0",
   "tqdm>=4.67.1",
   "kombu>=5.6.2",
-  "pydantic-ai>=1.58.0",
   "pydantic>=2.12.5",
   "pydantic-settings>=2.12.0",
   "qdrant-client>=1.16.2",
@@ -40,6 +39,7 @@ dependencies = [
   "authlib>=1.6.9",
   "langchain-core>=1.2.22",
   "pyasn1>=0.6.3",
+  "pydantic-ai>=1.87.0",
 ]
 
 [dependency-groups]
diff --git a/requirements.txt b/requirements.txt
index e06e75f..1142f88 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 # This file was autogenerated by uv via the following command:
 #    uv export --format=requirements.txt --all-groups --no-hashes --output-file=requirements.txt --frozen
-ag-ui-protocol==0.1.10
+ag-ui-protocol==0.1.18
     # via pydantic-ai-slim
 aiocache==0.12.3
     # via app
@@ -10,16 +10,17 @@ aiohappyeyeballs==2.6.1
     # via aiohttp
 aiohttp==3.13.3
     # via
-    #   huggingface-hub
     #   langchain-community
     #   xai-sdk
 aiosignal==1.4.0
     # via aiohttp
 amqp==5.3.1
     # via kombu
+annotated-doc==0.0.4
+    # via typer
 annotated-types==0.7.0
     # via pydantic
-anthropic==0.79.0
+anthropic==0.99.0
     # via pydantic-ai-slim
 anyio==4.12.1
     # via
@@ -54,9 +55,9 @@ beartype==0.22.9
     #   py-key-value-aio
 billiard==4.2.4
     # via celery
-boto3==1.42.46
+boto3==1.43.4
     # via pydantic-ai-slim
-botocore==1.42.46
+botocore==1.43.4
     # via
     #   boto3
     #   s3transfer
@@ -85,6 +86,7 @@ click==8.3.1
     #   click-didyoumean
     #   click-plugins
     #   click-repl
+    #   typer
     #   uvicorn
 click-didyoumean==0.3.1
     # via celery
@@ -92,12 +94,11 @@ click-plugins==1.1.1.2
     # via celery
 click-repl==0.3.0
     # via celery
-cohere==5.20.4 ; sys_platform != 'emscripten'
+cohere==6.1.0 ; sys_platform != 'emscripten'
     # via pydantic-ai-slim
-colorama==0.4.6
+colorama==0.4.6 ; sys_platform == 'win32'
     # via
     #   click
-    #   griffecli
     #   pytest
     #   tqdm
 cron-descriptor==1.4.5
@@ -157,7 +158,7 @@ exceptiongroup==1.3.1
     # via fastmcp
 executing==2.2.1
     # via logfire
-fastavro==1.12.1 ; sys_platform != 'emscripten'
+fastavro==1.12.2 ; sys_platform != 'emscripten'
     # via cohere
 fastmcp==3.2.4
     # via
@@ -172,9 +173,9 @@ frozenlist==1.8.0
     # via
     #   aiohttp
     #   aiosignal
-fsspec==2026.2.0
+fsspec==2026.4.0
     # via huggingface-hub
-genai-prices==0.0.52
+genai-prices==0.0.57
     # via pydantic-ai-slim
 google-auth==2.48.0
     # via
@@ -184,7 +185,7 @@ google-auth==2.48.0
     #   pydantic-ai-slim
 google-auth-oauthlib==1.2.4
     # via app
-google-genai==1.62.0
+google-genai==1.68.0
     # via pydantic-ai-slim
 googleapis-common-protos==1.72.0
     # via
@@ -192,16 +193,11 @@ googleapis-common-protos==1.72.0
     #   xai-sdk
 greenlet==3.3.1 ; platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'
     # via sqlalchemy
-griffe==2.0.0
-    # via pydantic-ai-slim
-griffecli==2.0.0
-    # via griffe
 griffelib==2.0.0
     # via
     #   fastmcp
-    #   griffe
-    #   griffecli
-groq==1.0.0
+    #   pydantic-ai-slim
+groq==1.2.0
     # via pydantic-ai-slim
 grpcio==1.78.0
     # via
@@ -217,7 +213,7 @@ h2==4.3.0
     # via
     #   httpx
     #   hypercorn
-hf-xet==1.2.0 ; platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
+hf-xet==1.5.0 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
     # via huggingface-hub
 hpack==4.1.0
     # via h2
@@ -231,6 +227,7 @@ httpx==0.28.1
     #   genai-prices
     #   google-genai
     #   groq
+    #   huggingface-hub
     #   langsmith
     #   mcp
     #   mistralai
@@ -242,7 +239,7 @@ httpx-sse==0.4.3
     # via
     #   langchain-community
     #   mcp
-huggingface-hub==0.36.2
+huggingface-hub==1.13.0
     # via
     #   pydantic-ai-slim
     #   tokenizers
@@ -265,8 +262,6 @@ inflection==0.5.1
     # via drf-yasg
 iniconfig==2.3.0
     # via pytest
-invoke==2.2.1
-    # via mistralai
 jaraco-classes==3.4.0
     # via keyring
 jaraco-context==6.1.0
@@ -277,7 +272,7 @@ jeepney==0.9.0 ; sys_platform == 'linux'
     # via
     #   keyring
     #   secretstorage
-jiter==0.13.0
+jiter==0.14.0
     # via
     #   anthropic
     #   openai
@@ -289,6 +284,8 @@ jq==1.11.0
     # via app
 jsonpatch==1.33
     # via langchain-core
+jsonpath-python==1.1.5
+    # via mistralai
 jsonpointer==3.0.0
     # via jsonpatch
 jsonref==1.1.0
@@ -328,7 +325,7 @@ logfire==4.22.0
     # via
     #   app
     #   pydantic-ai-slim
-logfire-api==4.22.0
+logfire-api==4.32.1
     # via
     #   pydantic-evals
     #   pydantic-graph
@@ -342,7 +339,7 @@ mcp==1.26.0
     #   pydantic-ai-slim
 mdurl==0.1.2
     # via markdown-it-py
-mistralai==1.9.11
+mistralai==2.4.4
     # via pydantic-ai-slim
 more-itertools==10.8.0
     # via
@@ -359,7 +356,7 @@ mypy-extensions==1.1.0
     #   typing-inspect
 nanoid==2.0.0
     # via app
-nexus-rpc==1.2.0
+nexus-rpc==1.4.0
     # via temporalio
 nodeenv==1.10.0
     # via pre-commit
@@ -369,13 +366,14 @@ numpy==2.4.1
     #   qdrant-client
 oauthlib==3.3.1
     # via requests-oauthlib
-openai==2.20.0
+openai==2.34.0
     # via pydantic-ai-slim
 openapi-pydantic==0.5.1
     # via fastmcp
 opentelemetry-api==1.39.1
     # via
     #   fastmcp
+    #   mistralai
     #   opentelemetry-exporter-otlp-proto-http
     #   opentelemetry-instrumentation
     #   opentelemetry-instrumentation-httpx
@@ -403,6 +401,7 @@ opentelemetry-sdk==1.39.1
     #   xai-sdk
 opentelemetry-semantic-conventions==0.60b1
     # via
+    #   mistralai
     #   opentelemetry-instrumentation
     #   opentelemetry-instrumentation-httpx
     #   opentelemetry-sdk
@@ -489,12 +488,13 @@ pydantic==2.12.5
     #   pydantic-ai-slim
     #   pydantic-evals
     #   pydantic-graph
+    #   pydantic-handlebars
     #   pydantic-settings
     #   qdrant-client
     #   xai-sdk
-pydantic-ai==1.58.0
+pydantic-ai==1.87.0
     # via app
-pydantic-ai-slim==1.58.0
+pydantic-ai-slim==1.87.0
     # via
     #   pydantic-ai
     #   pydantic-evals
@@ -502,9 +502,11 @@ pydantic-core==2.41.5
     # via
     #   cohere
     #   pydantic
-pydantic-evals==1.58.0
+pydantic-evals==1.87.0
+    # via pydantic-ai-slim
+pydantic-graph==1.87.0
     # via pydantic-ai-slim
-pydantic-graph==1.58.0
+pydantic-handlebars==0.1.0
     # via pydantic-ai-slim
 pydantic-settings==2.12.0
     # via
@@ -560,8 +562,8 @@ pyyaml==6.0.3
     #   langchain-classic
     #   langchain-community
     #   langchain-core
-    #   mistralai
     #   pre-commit
+    #   pydantic-ai-slim
     #   pydantic-evals
 qdrant-client==1.16.2
     # via app
@@ -572,7 +574,7 @@ referencing==0.36.2
     #   jsonschema
     #   jsonschema-path
     #   jsonschema-specifications
-regex==2026.1.15
+regex==2026.4.4
     # via tiktoken
 requests==2.32.5
     # via
@@ -580,7 +582,6 @@ requests==2.32.5
     #   cohere
     #   google-auth
     #   google-genai
-    #   huggingface-hub
     #   jsonschema-path
     #   langchain-classic
     #   langchain-community
@@ -603,6 +604,7 @@ rich==14.3.2
     #   pydantic-ai-slim
     #   pydantic-evals
     #   rich-rst
+    #   typer
 rich-rst==1.3.2
     # via cyclopts
 rpds-py==0.30.0
@@ -612,10 +614,12 @@ rpds-py==0.30.0
 rsa==4.9.1
     # via google-auth
 ruff==0.14.14
-s3transfer==0.16.0
+s3transfer==0.17.0
     # via boto3
 secretstorage==3.5.0 ; sys_platform == 'linux'
     # via keyring
+shellingham==1.5.4
+    # via typer
 six==1.17.0
     # via python-dateutil
 sniffio==1.3.1
@@ -637,7 +641,7 @@ starlette==0.52.1
     #   mcp
     #   pydantic-ai-slim
     #   sse-starlette
-temporalio==1.20.0
+temporalio==1.27.0
     # via pydantic-ai-slim
 tenacity==9.1.2
     # via
@@ -647,14 +651,16 @@ tenacity==9.1.2
     #   pydantic-ai-slim
 tiktoken==0.12.0
     # via pydantic-ai-slim
-tokenizers==0.22.2 ; sys_platform != 'emscripten'
+tokenizers==0.23.1 ; sys_platform != 'emscripten'
     # via cohere
 tqdm==4.67.1
     # via
     #   app
     #   huggingface-hub
     #   openai
-types-protobuf==6.32.1.20251210
+typer==0.25.1
+    # via huggingface-hub
+types-protobuf==6.32.1.20260221
     # via temporalio
 types-requests==2.32.4.20260107
     # via
@@ -750,7 +756,7 @@ wrapt==1.17.3
     #   opentelemetry-instrumentation-httpx
 wsproto==1.3.2
     # via hypercorn
-xai-sdk==1.6.1
+xai-sdk==1.12.1
     # via pydantic-ai-slim
 yarl==1.22.0
     # via aiohttp
diff --git a/uv.lock b/uv.lock
index 7f24aad..47c02d1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4,14 +4,14 @@ requires-python = "==3.12.*"
 
 [[package]]
 name = "ag-ui-protocol"
-version = "0.1.10"
+version = "0.1.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "pydantic" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/67/bb/5a5ec893eea5805fb9a3db76a9888c3429710dfb6f24bbb37568f2cf7320/ag_ui_protocol-0.1.10.tar.gz", hash = "sha256:3213991c6b2eb24bb1a8c362ee270c16705a07a4c5962267a083d0959ed894f4", size = 6945, upload-time = "2025-11-06T15:17:17.068Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4c/d7/5711eada86da9bd7684e58645653a1693ef20b66cc3efbb1deeafef80f8d/ag_ui_protocol-0.1.18.tar.gz", hash = "sha256:b37c672c3fd6bac12b316c39f45ad9db9f137bbb885489c79f268507029a22ff", size = 9937, upload-time = "2026-04-21T20:44:59.151Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/8f/78/eb55fabaab41abc53f52c0918a9a8c0f747807e5306273f51120fd695957/ag_ui_protocol-0.1.10-py3-none-any.whl", hash = "sha256:c81e6981f30aabdf97a7ee312bfd4df0cd38e718d9fc10019c7d438128b93ab5", size = 7889, upload-time = "2025-11-06T15:17:15.325Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/74/913c9b8fc566c6da650aecbddf25a5d8186b54138df265eb9eb546f56141/ag_ui_protocol-0.1.18-py3-none-any.whl", hash = "sha256:d151c0f0a34160647f1571163f7185746f4326b15a56d1560de5082a7a0e7a12", size = 12607, upload-time = "2026-04-21T20:45:00.097Z" },
 ]
 
 [[package]]
@@ -103,6 +103,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/26/99/fc813cd978842c26c82534010ea849eee9ab3a13ea2b74e95cb9c99e747b/amqp-5.3.1-py3-none-any.whl", hash = "sha256:43b3319e1b4e7d1251833a93d672b4af1e40f3d632d479b98661a95f117880a2", size = 50944, upload-time = "2024-11-12T19:55:41.782Z" },
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -114,7 +123,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.79.0"
+version = "0.99.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -126,9 +135,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/15/b1/91aea3f8fd180d01d133d931a167a78a3737b3fd39ccef2ae8d6619c24fd/anthropic-0.79.0.tar.gz", hash = "sha256:8707aafb3b1176ed6c13e2b1c9fb3efddce90d17aee5d8b83a86c70dcdcca871", size = 509825, upload-time = "2026-02-07T18:06:18.388Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/0d/c9/e8a3a1caeab575e80551b30b084096b5a430abc52739a526a1daaadd038c/anthropic-0.99.0.tar.gz", hash = "sha256:16f41e00f215ed2d193b146be3dd567c4319c32ed3af6c8725d68ba875257c1c", size = 727239, upload-time = "2026-05-05T16:03:07.986Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/95/b2/cc0b8e874a18d7da50b0fda8c99e4ac123f23bf47b471827c5f6f3e4a767/anthropic-0.79.0-py3-none-any.whl", hash = "sha256:04cbd473b6bbda4ca2e41dd670fe2f829a911530f01697d0a1e37321eb75f3cf", size = 405918, upload-time = "2026-02-07T18:06:20.246Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/84/d0917506744e1707cf55659a57f1e3ff952eda5636df0ffffe3e884b7c61/anthropic-0.99.0-py3-none-any.whl", hash = "sha256:c44469b746ab2ef19a4c52dcbdb98e17bc95c60bebdd18ec40d76d2d23592b49", size = 700564, upload-time = "2026-05-05T16:03:06.059Z" },
 ]
 
 [[package]]
@@ -220,7 +229,7 @@ requires-dist = [
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     { name = "pyasn1", specifier = ">=0.6.3" },
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