Skip to content

feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into from
Apr 27, 2026
Merged

feat(strands): add agents integration #346

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
12 changes: 12 additions & 0 deletions py/noxfile.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
_run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
_install_test_deps(session)
_install_matrix_dep(session, "strands-agents", version)
_install_group_locked(session, "test-strands")
_run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down
12 changes: 12 additions & 0 deletions py/pyproject.toml
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
"openai==2.31.0",
]

test-strands = [
{include-group = "test"},
"openai==2.32.0",
]

test-pydantic-ai-logfire = [
{include-group = "test"},
"logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
{group = "test-crewai"},
{group = "test-agno"},
{group = "test-agentscope"},
{group = "test-strands"},
{group = "test-langchain"},
{group = "lint"},
],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"
5 changes: 5 additions & 0 deletions py/src/braintrust/auto.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
OpenAIIntegration,
OpenRouterIntegration,
PydanticAIIntegration,
StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
cohere: bool = True,
autogen: bool = True,
crewai: bool = True,
strands: bool = True,
) -> dict[str, bool]:
"""
Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
cohere: Enable Cohere instrumentation (default: True)
autogen: Enable AutoGen instrumentation (default: True)
crewai: Enable CrewAI instrumentation (default: True)
strands: Enable Strands Agents instrumentation (default: True)

Returns:
Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
results["autogen"] = _instrument_integration(AutoGenIntegration)
if crewai:
results["crewai"] = _instrument_integration(CrewAIIntegration)
if strands:
results["strands"] = _instrument_integration(StrandsIntegration)

return results

Expand Down
2 changes: 2 additions & 0 deletions py/src/braintrust/integrations/__init__.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
"OpenAIAgentsIntegration",
"OpenRouterIntegration",
"PydanticAIIntegration",
"StrandsIntegration",
]
22 changes: 22 additions & 0 deletions py/src/braintrust/integrations/strands/__init__.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
api_key: str | None = None,
project_id: str | None = None,
project_name: str | None = None,
) -> bool:
"""Set up Braintrust tracing for Strands Agents."""
span = current_span()
if span == NOOP_SPAN:
init_logger(project=project_name, api_key=api_key, project_id=project_id)

return StrandsIntegration.setup()
137 changes: 137 additions & 0 deletions ...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml
View file
Open in desktop
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
headers:
Accept:
- application/json
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '263'
Content-Type:
- application/json
Host:
- api.openai.com
User-Agent:
- AsyncOpenAI/Python 2.32.0
X-Stainless-Arch:
- arm64
X-Stainless-Async:
- async:asyncio
X-Stainless-Lang:
- python
X-Stainless-OS:
- MacOS
X-Stainless-Package-Version:
- 2.32.0
X-Stainless-Runtime:
- CPython
X-Stainless-Runtime-Version:
- 3.12.12
x-stainless-read-timeout:
- '600'
x-stainless-retry-count:
- '0'
method: POST
uri: https://api.openai.com/v1/chat/completions
response:
body:
string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
+"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


data: [DONE]


'
headers:
CF-Cache-Status:
- DYNAMIC
CF-Ray:
- 9f17a112c997175c-YYZ
Connection:
- keep-alive
Content-Type:
- text/event-stream; charset=utf-8
Date:
- Fri, 24 Apr 2026 19:49:06 GMT
Server:
- cloudflare
Strict-Transport-Security:
- max-age=31536000; includeSubDomains; preload
Transfer-Encoding:
- chunked
X-Content-Type-Options:
- nosniff
access-control-expose-headers:
- X-Request-ID
alt-svc:
- h3=":443"; ma=86400
openai-organization:
- braintrust-data
openai-processing-ms:
- '1121'
openai-project:
- proj_vsCSXafhhByzWOThMrJcZiw9
openai-version:
- '2020-10-01'
set-cookie:
- __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
20:19:06 GMT
x-openai-proxy-wasm:
- v0.1
x-ratelimit-limit-requests:
- '30000'
x-ratelimit-limit-tokens:
- '150000000'
x-ratelimit-remaining-requests:
- '29999'
x-ratelimit-remaining-tokens:
- '149999985'
x-ratelimit-reset-requests:
- 2ms
x-ratelimit-reset-tokens:
- 0s
x-request-id:
- req_91fceca254ef423881441fdc4636c6aa
status:
code: 200
message: OK
version: 1
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
style.textContent = '
/* Invert everything except media */
html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
feat(strands): add agents integration by AbhiPrasad · Pull Request #346 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content
feat(strands): add agents integration#346

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

 Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and
privacy statement. We’ll occasionally send you account related emails.

Already on GitHub?
Sign in
to your account

 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 27, 2026
 Merged


feat(strands): add agents integration
#346
Show file tree
Hide file tree
 Changes from all commits
Commits

Show all changes


1 commit


Select commit


File filter

Filter by extension
Filter by extension
Conversations

Failed to load comments. 
Loading
Jump to

Jump to file


Failed to load files. 
Loading
 Diff view

 Diff view


12 changes: 12 additions & 0 deletions
py/noxfile.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -247,6 +247,18 @@ def test_agno(session, version):
 _run_tests(session, f"{INTEGRATION_DIR}/agno/test_workflow.py", version=version)


STRANDS_VERSIONS = _get_matrix_versions("strands-agents")


@nox.session()
@nox.parametrize("version", STRANDS_VERSIONS, ids=STRANDS_VERSIONS)
def test_strands(session, version):
 _install_test_deps(session)
 _install_matrix_dep(session, "strands-agents", version)
 _install_group_locked(session, "test-strands")
 _run_tests(session, f"{INTEGRATION_DIR}/strands/test_strands.py", version=version)


AGENTSCOPE_VERSIONS = _get_matrix_versions("agentscope")


Expand Down

12 changes: 12 additions & 0 deletions
py/pyproject.toml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -133,6 +133,11 @@ test-agentscope = [
 "openai==2.31.0",
]

test-strands = [
 {include-group = "test"},
 "openai==2.32.0",
]

test-pydantic-ai-logfire = [
 {include-group = "test"},
 "logfire==4.32.1",
Expand DownExpand Up@@ -237,6 +242,7 @@ conflicts = [
 {group = "test-crewai"},
 {group = "test-agno"},
 {group = "test-agentscope"},
 {group = "test-strands"},
 {group = "test-langchain"},
 {group = "lint"},
 ],
Expand DownExpand Up@@ -305,6 +311,10 @@ latest = "autogen-agentchat==0.7.5"
latest = "autogen-ext[openai]==0.7.5"
"0.7.0" = "autogen-ext[openai]==0.7.0"

[tool.braintrust.matrix.strands-agents]
latest = "strands-agents==1.37.0"
"1.20.0" = "strands-agents==1.20.0"

[tool.braintrust.matrix.pydantic-ai-integration]
latest = "pydantic-ai==1.86.1"
"1.10.0" = "pydantic-ai==1.10.0"
Expand DownExpand Up@@ -396,6 +406,7 @@ openai = ["openai"]
openai_agents = ["openai-agents"]
openrouter = ["openrouter"]
pydantic_ai = ["pydantic-ai-integration", "pydantic-ai-wrap-openai"]
strands = ["strands-agents"]

[tool.braintrust.vendor-packages]
agno = "agno"
Expand All@@ -415,4 +426,5 @@ mistralai = "mistralai"
openai = "openai"
openai-agents = "agents"
openrouter = "openrouter"
strands-agents = "strands"
temporalio = "temporalio"

5 changes: 5 additions & 0 deletions
py/src/braintrust/auto.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -25,6 +25,7 @@
 OpenAIIntegration,
 OpenRouterIntegration,
 PydanticAIIntegration,
 StrandsIntegration,
)
from braintrust.integrations.base import BaseIntegration

Expand DownExpand Up@@ -64,6 +65,7 @@ def auto_instrument(
 cohere: bool = True,
 autogen: bool = True,
 crewai: bool = True,
 strands: bool = True,
) -> dict[str, bool]:
 """
 Auto-instrument supported AI/ML libraries for Braintrust tracing.
Expand DownExpand Up@@ -92,6 +94,7 @@ def auto_instrument(
 cohere: Enable Cohere instrumentation (default: True)
 autogen: Enable AutoGen instrumentation (default: True)
 crewai: Enable CrewAI instrumentation (default: True)
 strands: Enable Strands Agents instrumentation (default: True)

 Returns:
 Dict mapping integration name to whether it was successfully instrumented.
Expand DownExpand Up@@ -173,6 +176,8 @@ def auto_instrument(
 results["autogen"] = _instrument_integration(AutoGenIntegration)
 if crewai:
 results["crewai"] = _instrument_integration(CrewAIIntegration)
 if strands:
 results["strands"] = _instrument_integration(StrandsIntegration)

 return results

Expand Down

2 changes: 2 additions & 0 deletions
py/src/braintrust/integrations/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -15,6 +15,7 @@
from .openai_agents import OpenAIAgentsIntegration
from .openrouter import OpenRouterIntegration
from .pydantic_ai import PydanticAIIntegration
from .strands import StrandsIntegration


__all__ = [
Expand All@@ -35,4 +36,5 @@
 "OpenAIAgentsIntegration",
 "OpenRouterIntegration",
 "PydanticAIIntegration",
 "StrandsIntegration",
]

22 changes: 22 additions & 0 deletions
py/src/braintrust/integrations/strands/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,22 @@
"""Braintrust integration for Strands Agents."""

from braintrust.logger import NOOP_SPAN, current_span, init_logger

from .integration import StrandsIntegration
from .patchers import wrap_strands_tracer


__all__ = ["StrandsIntegration", "setup_strands", "wrap_strands_tracer"]


def setup_strands(
 api_key: str | None = None,
 project_id: str | None = None,
 project_name: str | None = None,
) -> bool:
 """Set up Braintrust tracing for Strands Agents."""
 span = current_span()
 if span == NOOP_SPAN:
 init_logger(project=project_name, api_key=api_key, project_id=project_id)

 return StrandsIntegration.setup()

137 changes: 137 additions & 0 deletions
...ions/strands/cassettes/1.20.0/test_strands_openai_agent_traces_native_otel_lifecycle.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,137 @@
interactions:
- request:
 body: '{"messages":[{"role":"system","content":"Answer with one short sentence."},{"role":"user","content":[{"text":"What
 is 2 + 2?","type":"text"}]}],"model":"gpt-4o-mini","max_tokens":16,"stream":true,"stream_options":{"include_usage":true},"temperature":0,"tools":[]}'
 headers:
 Accept:
 - application/json
 Accept-Encoding:
 - gzip, deflate
 Connection:
 - keep-alive
 Content-Length:
 - '263'
 Content-Type:
 - application/json
 Host:
 - api.openai.com
 User-Agent:
 - AsyncOpenAI/Python 2.32.0
 X-Stainless-Arch:
 - arm64
 X-Stainless-Async:
 - async:asyncio
 X-Stainless-Lang:
 - python
 X-Stainless-OS:
 - MacOS
 X-Stainless-Package-Version:
 - 2.32.0
 X-Stainless-Runtime:
 - CPython
 X-Stainless-Runtime-Version:
 - 3.12.12
 x-stainless-read-timeout:
 - '600'
 x-stainless-retry-count:
 - '0'
 method: POST
 uri: https://api.openai.com/v1/chat/completions
 response:
 body:
 string: 'data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"role":"assistant","content":"","refusal":null},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"pk97oOD3G"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"FWoXAmqq5w"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 +"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"lhqvL5rG8"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"XR35oXmsEL"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"2"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"jgY9365oSi"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 equals"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"xGU2"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"
 "},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"r0m78JOjNz"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"4"},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"J2Zqjb6BCe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null,"obfuscation":"IPWvGvSjYe"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null,"obfuscation":"oRbJv"}


 data: {"id":"chatcmpl-DYGoLJoFHNxxTp5Dlc6rejRQywFLq","object":"chat.completion.chunk","created":1777060145,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_918210d279","choices":[],"usage":{"prompt_tokens":37,"completion_tokens":9,"total_tokens":46,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}},"obfuscation":"avqwL2vQhJB"}


 data: [DONE]


 '
 headers:
 CF-Cache-Status:
 - DYNAMIC
 CF-Ray:
 - 9f17a112c997175c-YYZ
 Connection:
 - keep-alive
 Content-Type:
 - text/event-stream; charset=utf-8
 Date:
 - Fri, 24 Apr 2026 19:49:06 GMT
 Server:
 - cloudflare
 Strict-Transport-Security:
 - max-age=31536000; includeSubDomains; preload
 Transfer-Encoding:
 - chunked
 X-Content-Type-Options:
 - nosniff
 access-control-expose-headers:
 - X-Request-ID
 alt-svc:
 - h3=":443"; ma=86400
 openai-organization:
 - braintrust-data
 openai-processing-ms:
 - '1121'
 openai-project:
 - proj_vsCSXafhhByzWOThMrJcZiw9
 openai-version:
 - '2020-10-01'
 set-cookie:
 - __cf_bm=CRLtmVWDCbvpssTphfkvEbY8e9EYpEgUvoYSE1e3sX8-1777060145.090192-1.0.1.1-9bJCZxU874KR6eEDb6WL48mIvH3drpQUnSaYDjVfPVmXXr43ttzr3vlIV_26.Ad.fnRRJQ21PoVv47xzxY0UczM56WXgcDc1TvsIRWAA_3axHYFsDOUVM087u8AxC.VJ;
 HttpOnly; Secure; Path=/; Domain=api.openai.com; Expires=Fri, 24 Apr 2026
 20:19:06 GMT
 x-openai-proxy-wasm:
 - v0.1
 x-ratelimit-limit-requests:
 - '30000'
 x-ratelimit-limit-tokens:
 - '150000000'
 x-ratelimit-remaining-requests:
 - '29999'
 x-ratelimit-remaining-tokens:
 - '149999985'
 x-ratelimit-reset-requests:
 - 2ms
 x-ratelimit-reset-tokens:
 - 0s
 x-request-id:
 - req_91fceca254ef423881441fdc4636c6aa
 status:
 code: 200
 message: OK
version: 1
Loading