diff --git a/py/pyproject.toml b/py/pyproject.toml
index fca4a2aee..863665bae 100644
--- a/py/pyproject.toml
+++ b/py/pyproject.toml
@@ -381,36 +381,36 @@ conflicts = [
[tool.braintrust.matrix]
[tool.braintrust.matrix.ai-sdk]
-latest = "ai[openai]==0.7.0"
+latest = "ai[openai]==0.8.0"
"0.4.0" = "ai[openai]==0.4.0"
[tool.braintrust.matrix.openai]
-latest = "openai==3.19.2"
+latest = "openai==3.24.0"
"1.92.0" = "openai==1.92.0"
"1.77.0" = "openai==1.77.0"
"1.71.0" = "openai==1.71.0"
[tool.braintrust.matrix.anthropic]
-latest = "anthropic==1.8.0"
+latest = "anthropic==1.11.0"
"0.48.0" = "anthropic==0.48.0"
[tool.braintrust.matrix.cohere]
-latest = "cohere==7.1.1"
+latest = "cohere==7.2.0"
"5.0.0" = "cohere==5.0.0"
[tool.braintrust.matrix.openai-agents]
-latest = "openai-agents==0.22.3"
+latest = "openai-agents==0.23.1"
"0.13.6" = "openai-agents==0.13.6"
"0.0.19" = "openai-agents==0.0.19"
[tool.braintrust.matrix.litellm]
# 1.92.0 only publishes Linux wheels through CPython 3.13, but the test
# matrix also covers Windows and CPython 3.14.
-latest = "litellm==1.103.0"
+latest = "litellm==1.104.0"
"1.74.0" = "litellm==1.74.0"
[tool.braintrust.matrix.livekit-agents]
-latest = "livekit-agents==1.8.3"
+latest = "livekit-agents==1.8.4"
"1.3.1" = "livekit-agents==1.3.1"
[tool.braintrust.matrix.pipecat-ai]
@@ -418,17 +418,17 @@ latest = "pipecat-ai==1.12.0"
"1.3.0" = "pipecat-ai==1.3.0"
[tool.braintrust.matrix.claude-agent-sdk]
-latest = "claude-agent-sdk==0.2.160"
+latest = "claude-agent-sdk==0.2.163"
"0.1.10" = "claude-agent-sdk==0.1.10"
[tool.braintrust.matrix.cursor-sdk]
# 1.0.25 fixes bridge callback tokens that could be parsed as CLI flags while
# retaining per-turn usage, sync/async consumption, multimodal, and custom tools.
-latest = "cursor-sdk==1.0.32"
+latest = "cursor-sdk==1.0.35"
"1.0.25" = "cursor-sdk==1.0.25"
[tool.braintrust.matrix.agno]
-latest = "agno==3.0.11"
+latest = "agno==3.1.1"
"2.4.0" = "agno==2.4.0"
"2.1.0" = "agno==2.1.0"
@@ -445,15 +445,15 @@ latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"
[tool.braintrust.matrix.strands-agents]
-latest = "strands-agents==1.57.1"
+latest = "strands-agents==1.57.2"
"1.20.0" = "strands-agents==1.20.0"
[tool.braintrust.matrix.pydantic-ai-integration]
-latest = "pydantic-ai==2.51.0"
+latest = "pydantic-ai==2.54.0"
"1.10.0" = "pydantic-ai==1.10.0"
[tool.braintrust.matrix.pydantic-ai-wrap-openai]
-latest = "pydantic-ai==2.51.0"
+latest = "pydantic-ai==2.54.0"
"1.0.1" = "pydantic-ai==1.0.1"
"0.1.9" = "pydantic-ai==0.1.9"
@@ -466,35 +466,35 @@ latest = "instructor==1.17.0"
"1.11.0" = "instructor==1.11.0"
[tool.braintrust.matrix.google-genai]
-latest = "google-genai==2.25.0"
+latest = "google-genai==2.28.0"
"1.75.0" = "google-genai==1.75.0"
"1.30.0" = "google-genai==1.30.0"
[tool.braintrust.matrix.google-cloud-discoveryengine]
-latest = "google-cloud-discoveryengine==0.20.4"
+latest = "google-cloud-discoveryengine==0.20.5"
[tool.braintrust.matrix.dspy]
latest = "dspy==3.4.0"
"2.6.0" = "dspy==2.6.0"
[tool.braintrust.matrix.deepagents]
-latest = "deepagents==0.7.19"
+latest = "deepagents==0.7.21"
"0.6.0" = "deepagents==0.6.0"
[tool.braintrust.matrix.crewai]
# 1.13.0 is the first release with the full causal-id surface (event_id /
# parent_event_id / started_event_id on BaseEvent) plus the ``usage`` field on
# LLMCallCompletedEvent that the Braintrust CrewAI integration depends on.
-latest = "crewai==1.15.22"
+latest = "crewai==1.15.23"
"1.13.0" = "crewai==1.13.0"
[tool.braintrust.matrix.google-adk]
-latest = "google-adk[mcp]==2.10.0"
+latest = "google-adk[mcp]==2.11.0"
"2.6.3" = "google-adk[mcp]==2.6.3"
"1.14.1" = "google-adk[mcp]==1.14.1"
[tool.braintrust.matrix.langchain-core]
-latest = "langchain-core==1.6.5"
+latest = "langchain-core==1.6.6"
"0.3.28" = "langchain-core==0.3.28"
[tool.braintrust.matrix.llama-index-core]
@@ -502,11 +502,12 @@ latest = "llama-index-core==0.14.25"
"0.13.0" = "llama-index-core==0.13.0"
[tool.braintrust.matrix.openrouter]
-latest = "openrouter==1.2.32"
+latest = "openrouter==1.3.22"
"0.6.0" = "openrouter==0.6.0"
[tool.braintrust.matrix.mistralai]
-latest = "mistralai==2.10.1"
+latest = "mistralai==3.0.0"
+"2.10.1" = "mistralai==2.10.1"
"1.12.4" = "mistralai==1.12.4"
[tool.braintrust.matrix.typesafe-sdk]
@@ -517,20 +518,20 @@ latest = "typesafe-sdk==0.7.2"
# ``provider="auto"`` routing mode the integration relies on for multi-
# provider use, while still keeping the same chat_completion /
# text_generation / feature_extraction / sentence_similarity method names.
-latest = "huggingface-hub==2.0.0"
+latest = "huggingface-hub==2.1.1"
"0.32.0" = "huggingface-hub==0.32.0"
[tool.braintrust.matrix.transformers]
-latest = "transformers==5.17.0"
+latest = "transformers==5.18.0"
"4.42.0" = "transformers==4.42.0"
[tool.braintrust.matrix.temporalio]
-latest = "temporalio==1.33.0"
+latest = "temporalio==1.34.0"
"1.20.0" = "temporalio==1.20.0"
"1.19.0" = "temporalio==1.19.0"
[tool.braintrust.matrix.harbor]
-latest = "harbor==0.23.0"
+latest = "harbor==0.24.0"
# 0.16.0 is the oldest supported release: it is the first with
# TrialEvent.AGENT_END, which the lifecycle state machine subscribes to. Harbor
# gained its plugin system in 0.13.2, so 0.13.2-0.15.0 can load the plugin but
@@ -547,11 +548,11 @@ latest = "pytest==9.1.1"
latest = "braintrust-core==0.0.59"
[tool.braintrust.matrix.boto3]
-latest = "boto3==1.43.103"
+latest = "boto3==1.43.108"
"1.34.116" = "boto3==1.34.116"
[tool.braintrust.matrix.botocore]
-latest = "botocore==1.43.103"
+latest = "botocore==1.43.108"
"1.34.116" = "botocore==1.34.116"
# OpenTelemetry api/sdk/exporter release in lockstep; keep their keys in sync.
diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_binary_data_attachment_conversion.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_binary_data_attachment_conversion.yaml
index 7acb36536..d814e437a 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_binary_data_attachment_conversion.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_binary_data_attachment_conversion.yaml
@@ -9,33 +9,33 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
body:
string: "{\n \"candidates\": [\n {\n \"content\": {\n \"parts\":
- [\n {\n \"text\": \"The image is red.\"\n }\n
- \ ],\n \"role\": \"model\"\n },\n \"finishReason\":
+ [\n {\n \"text\": \"The image is a solid **red** color.\"\n
+ \ }\n ],\n \"role\": \"model\"\n },\n \"finishReason\":
\"STOP\",\n \"index\": 0\n }\n ],\n \"usageMetadata\": {\n \"promptTokenCount\":
- 291,\n \"candidatesTokenCount\": 5,\n \"totalTokenCount\": 296,\n \"promptTokensDetails\":
+ 291,\n \"candidatesTokenCount\": 10,\n \"totalTokenCount\": 301,\n \"promptTokensDetails\":
[\n {\n \"modality\": \"TEXT\",\n \"tokenCount\": 33\n
\ },\n {\n \"modality\": \"IMAGE\",\n \"tokenCount\":
258\n }\n ],\n \"serviceTier\": \"standard\"\n },\n \"modelVersion\":
- \"gemini-2.5-flash-lite\",\n \"responseId\": \"2Li6av3vG_LI-8YP47GJkQY\"\n}\n"
+ \"gemini-2.5-flash-lite\",\n \"responseId\": \"DrjDas2ZMOTX-8YPlPOhkQc\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:32 GMT
+ - Mon, 05 Oct 2026 14:45:35 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
- - gfet4t7; dur=396
+ - gfet4t7; dur=472
Transfer-Encoding:
- chunked
Vary:
@@ -51,7 +51,7 @@ interactions:
X-XSS-Protection:
- '0'
content-length:
- - '638'
+ - '657'
status:
code: 200
message: OK
diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_braintrust_integration.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_braintrust_integration.yaml
index 611d2a9cd..60dc47d3a 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_braintrust_integration.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_braintrust_integration.yaml
@@ -12,9 +12,9 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
@@ -29,18 +29,18 @@ interactions:
16,\n \"totalTokenCount\": 100,\n \"promptTokensDetails\": [\n {\n
\ \"modality\": \"TEXT\",\n \"tokenCount\": 84\n }\n ],\n
\ \"serviceTier\": \"standard\"\n },\n \"modelVersion\": \"gemini-2.5-flash-lite\",\n
- \ \"responseId\": \"1Li6atzPDO22sOIP04W34AU\"\n}\n"
+ \ \"responseId\": \"CrjDav6FAr62sOIP-pu-qAc\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:28 GMT
+ - Mon, 05 Oct 2026 14:45:30 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
- - gfet4t7; dur=320
+ - gfet4t7; dur=589
Transfer-Encoding:
- chunked
Vary:
@@ -77,9 +77,9 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
@@ -92,18 +92,18 @@ interactions:
146,\n \"candidatesTokenCount\": 31,\n \"totalTokenCount\": 177,\n \"promptTokensDetails\":
[\n {\n \"modality\": \"TEXT\",\n \"tokenCount\": 146\n
\ }\n ],\n \"serviceTier\": \"standard\"\n },\n \"modelVersion\":
- \"gemini-2.5-flash-lite\",\n \"responseId\": \"1Li6aoClIPi-_uMPhrHMsAE\"\n}\n"
+ \"gemini-2.5-flash-lite\",\n \"responseId\": \"CrjDarSRJ-PV-8YPwJ3O0AU\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:28 GMT
+ - Mon, 05 Oct 2026 14:45:31 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
- - gfet4t7; dur=314
+ - gfet4t7; dur=882
Transfer-Encoding:
- chunked
Vary:
diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_captures_metrics.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_captures_metrics.yaml
index 479c2be6e..435c8785b 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_captures_metrics.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_captures_metrics.yaml
@@ -8,32 +8,32 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
body:
string: "{\n \"candidates\": [\n {\n \"content\": {\n \"parts\":
- [\n {\n \"text\": \"Hello there, friend.\"\n }\n
+ [\n {\n \"text\": \"Hello there, friend!\"\n }\n
\ ],\n \"role\": \"model\"\n },\n \"finishReason\":
\"STOP\",\n \"index\": 0\n }\n ],\n \"usageMetadata\": {\n \"promptTokenCount\":
29,\n \"candidatesTokenCount\": 5,\n \"totalTokenCount\": 34,\n \"promptTokensDetails\":
[\n {\n \"modality\": \"TEXT\",\n \"tokenCount\": 29\n
\ }\n ],\n \"serviceTier\": \"standard\"\n },\n \"modelVersion\":
- \"gemini-2.5-flash-lite\",\n \"responseId\": \"3Li6apfUAsm-39IP-_3buQQ\"\n}\n"
+ \"gemini-2.5-flash-lite\",\n \"responseId\": \"E7jDauiwD7XP-8YP3PWegQc\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:36 GMT
+ - Mon, 05 Oct 2026 14:45:39 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
- - gfet4t7; dur=351
+ - gfet4t7; dur=256
Transfer-Encoding:
- chunked
Vary:
diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_complex_nested_schema.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_complex_nested_schema.yaml
index aa8939999..194f1b4b7 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_complex_nested_schema.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_complex_nested_schema.yaml
@@ -18,34 +18,34 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
body:
string: "{\n \"candidates\": [\n {\n \"content\": {\n \"parts\":
[\n {\n \"text\": \"{\\n \\\"name\\\": \\\"Alice\\\",\\n
- \ \\\"age\\\": 30,\\n \\\"address\\\": {\\n \\\"street\\\": \\\"123 Main
- St\\\",\\n \\\"city\\\": \\\"Paris\\\",\\n \\\"country\\\": \\\"France\\\"\\n
+ \ \\\"age\\\": 30,\\n \\\"address\\\": {\\n \\\"street\\\": \\\"123 Rue
+ de Rivoli\\\",\\n \\\"city\\\": \\\"Paris\\\",\\n \\\"country\\\": \\\"France\\\"\\n
\ }\\n}\"\n }\n ],\n \"role\": \"model\"\n },\n
\ \"finishReason\": \"STOP\",\n \"index\": 0\n }\n ],\n \"usageMetadata\":
- {\n \"promptTokenCount\": 36,\n \"candidatesTokenCount\": 57,\n \"totalTokenCount\":
- 93,\n \"promptTokensDetails\": [\n {\n \"modality\": \"TEXT\",\n
+ {\n \"promptTokenCount\": 36,\n \"candidatesTokenCount\": 59,\n \"totalTokenCount\":
+ 95,\n \"promptTokensDetails\": [\n {\n \"modality\": \"TEXT\",\n
\ \"tokenCount\": 36\n }\n ],\n \"serviceTier\": \"standard\"\n
- \ },\n \"modelVersion\": \"gemini-2.5-flash-lite\",\n \"responseId\": \"3bi6aqX5I9_RjMcP38mSiQI\"\n}\n"
+ \ },\n \"modelVersion\": \"gemini-2.5-flash-lite\",\n \"responseId\": \"FLjDavTTA4SMjrEPtIqdgQ0\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:37 GMT
+ - Mon, 05 Oct 2026 14:45:40 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
- - gfet4t7; dur=576
+ - gfet4t7; dur=522
Transfer-Encoding:
- chunked
Vary:
@@ -61,7 +61,7 @@ interactions:
X-XSS-Protection:
- '0'
content-length:
- - '704'
+ - '710'
status:
code: 200
message: OK
diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_custom_base_agent_root_preserves_agent_spans.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_custom_base_agent_root_preserves_agent_spans.yaml
index 983379b76..8b63f7d60 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_custom_base_agent_root_preserves_agent_spans.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_custom_base_agent_root_preserves_agent_spans.yaml
@@ -14,9 +14,9 @@ interactions:
Content-Type:
- application/json
user-agent:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
x-goog-api-client:
- - google-genai-sdk/2.25.0 gl-python/3.14.7 google-adk/2.10.0 gl-python/3.14.7
+ - google-genai-sdk/2.28.0 gl-python/3.14.7 google-adk/2.11.0 gl-python/3.14.7
method: POST
uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash-lite:generateContent
response:
@@ -28,18 +28,18 @@ interactions:
148,\n \"candidatesTokenCount\": 1,\n \"totalTokenCount\": 149,\n \"promptTokensDetails\":
[\n {\n \"modality\": \"TEXT\",\n \"tokenCount\": 148\n
\ }\n ],\n \"serviceTier\": \"standard\"\n },\n \"modelVersion\":
- \"gemini-2.5-flash-lite\",\n \"responseId\": \"07i6avDELL-6sOIPud68uAQ\"\n}\n"
+ \"gemini-2.5-flash-lite\",\n \"responseId\": \"CbjDaovSEe26sOIPpov1iQc\"\n}\n"
headers:
Alt-Svc:
- h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Content-Type:
- application/json; charset=UTF-8
Date:
- - Mon, 28 Sep 2026 18:58:27 GMT
+ - Mon, 05 Oct 2026 14:45:29 GMT
Server:
- scaffolding on HTTPServer2
Server-Timing:
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+ - gfet4t7; dur=574
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diff --git a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_input_schema_serialization.yaml b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_input_schema_serialization.yaml
index accd3f24a..e2b97c774 100644
--- a/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_input_schema_serialization.yaml
+++ b/py/src/braintrust/integrations/adk/cassettes/latest/test_adk_input_schema_serialization.yaml
@@ -8,40 +8,33 @@ interactions:
Content-Type:
- application/json
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