openai/openai-agents-python
File Churn
File change frequency (churn) shows the distribution of file updates (days with at least one commit).
Overview
File Change Frequency Overall
  • There are 349 files with 113,431 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 11 files changed 51-100 times (17,499 lines of code)
    • 20 files changed 21-50 times (24,400 lines of code)
    • 97 files changed 6-20 times (41,082 lines of code)
    • 221 files changed 1-5 times (30,450 lines of code)
0% | 15% | 21% | 36% | 26%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 349 files with 113,431 lines of code.
    • 8 files changed by more than 25 contributors (12,470 lines of code)
    • 27 files changed by 11-25 contributors (25,063 lines of code)
    • 57 files changed by 6-10 contributors (27,150 lines of code)
    • 147 files changed by 2-5 contributors (32,369 lines of code)
    • 110 files changed by 1 contributor (16,379 lines of code)
10% | 22% | 23% | 28% | 14%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, json, txt, yaml, yml, sh, js, svg, html, css, ini, gitignore, gitattributes, toml, cjs, ps1, ipynb
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 15% | 21% | 36% | 26%
yaml0% | 0% | 78% | <1% | 20%
ps10% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
src0% | 16% | 22% | 38% | 21%
ROOT0% | 0% | 100% | 0% | 0%
integration_tests0% | 0% | 0% | 17% | 82%
.agents0% | 0% | 0% | <1% | 99%
.github0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
run.py
in src/agents
 2405 16 2025-03-16 2026-10-07 96 42 +4469 / -2492 rm@openai.com markstuart@openai.com
openai_responses.py
in src/agents/models
 2002 70 2025-03-11 2026-09-27 77 41 +2500 / -500 rm@openai.com jbeckwith@openai.com
openai_chatcompletions.py
in src/agents/models
 656 16 2025-03-12 2026-09-29 67 37 +963 / -1012 vincentkoc@ieee.org jbeckwith@openai.com
tool.py
in src/agents
 1964 107 2025-03-11 2026-10-06 67 32 +3178 / -410 rm@openai.com dhavalkapil@openai.com
agent.py
in src/agents
 832 13 2025-03-13 2026-09-21 63 30 +1620 / -468 caike@users.noreply.github.com seratch@openai.com
__init__.py
in src/agents
 556 8 2025-03-13 2026-09-09 58 21 +624 / -149 rm@openai.com seratch@openai.com
session.py
in src/agents/realtime
 1841 28 2025-07-11 2026-10-01 58 21 +2746 / -580 rm@openai.com 49699333+dependabot[bot]@us...
openai_realtime.py
in src/agents/realtime
 1870 47 2025-07-11 2026-10-01 58 27 +3007 / -816 rm@openai.com 49699333+dependabot[bot]@us...
server.py
in src/agents/mcp
 1947 56 2025-03-24 2026-10-01 58 32 +4263 / -726 rm@openai.com 49699333+dependabot[bot]@us...
litellm_model.py
in src/agents/extensions/models
 794 16 2025-04-17 2026-09-30 56 31 +1251 / -206 rm@openai.com jbeckwith@openai.com
run_loop.py
in src/agents/run_internal
 2632 15 2026-01-29 2026-10-07 53 18 +3786 / -835 seratch@openai.com markstuart@openai.com
chatcmpl_converter.py
in src/agents/models
 843 24 2025-04-16 2026-08-28 46 23 +1308 / -259 rm@openai.com 112141470+mmjerge@users.nor...
run_state.py
in src/agents
 4676 127 2026-01-29 2026-10-07 45 18 +6581 / -974 seratch@openai.com markstuart@openai.com
util.py
in src/agents/mcp
 656 11 2025-03-24 2026-09-28 44 20 +1410 / -250 rm@openai.com jbeckwith@openai.com
result.py
in src/agents
 883 40 2025-03-12 2026-10-07 44 24 +1315 / -184 vincentkoc@ieee.org markstuart@openai.com
mkdocs.yml
in root
 357 - 2025-03-19 2026-09-05 40 14 +608 / -282 rm@openai.com seratch@openai.com
items.py
in src/agents
 696 43 2025-03-11 2026-08-23 38 21 +924 / -132 rm@openai.com henrysu4707@gmail.com
tool_execution.py
in src/agents/run_internal
 2414 57 2026-01-29 2026-10-07 37 13 +3300 / -487 seratch@openai.com markstuart@openai.com
processors.py
in src/agents/tracing
 682 41 2025-03-12 2026-09-27 36 22 +892 / -199 alex.mojaki@gmail.com jbeckwith@openai.com
model_settings.py
in src/agents
 262 11 2025-03-11 2026-09-20 35 25 +521 / -57 rm@openai.com zengyan@88.com
turn_resolution.py
in src/agents/run_internal
 3602 44 2026-01-29 2026-10-07 35 10 +4372 / -507 seratch@openai.com markstuart@openai.com
chatcmpl_stream_handler.py
in src/agents/models
 1093 24 2025-04-16 2026-09-28 32 24 +1783 / -395 rm@openai.com jbeckwith@openai.com
openai_stt.py
in src/agents/voice/models
 570 13 2025-03-20 2026-10-01 29 16 +2183 / -113 rm@openai.com jbeckwith@openai.com
function_schema.py
in src/agents
 329 9 2025-03-12 2026-10-05 27 25 +305 / -72 21cs3025@rgipt.ac.in jbeckwith@openai.com
session_persistence.py
in src/agents/run_internal
 1541 34 2026-01-29 2026-10-07 26 10 +2246 / -239 seratch@openai.com markstuart@openai.com
any_llm_model.py
in src/agents/extensions/models
 1374 33 2026-03-25 2026-09-30 25 12 +1731 / -144 seratch@openai.com jbeckwith@openai.com
advanced_sqlite_session.py
in src/agents/extensions/memory
 1147 46 2025-09-24 2026-09-26 23 15 +2638 / -567 136383052+habema@users.nore... 58774225+shy7777@users.nore...
unix_local.py
in src/agents/sandbox/sandboxes
 1397 32 2026-04-15 2026-10-01 23 11 +1812 / -161 stevendcoffey@gmail.com 49699333+dependabot[bot]@us...
openai_provider.py
in src/agents/models
 232 9 2025-03-13 2026-08-20 21 14 +430 / -96 vincentkoc@ieee.org 222944370+green3sf@users.no...
718 17 2026-01-09 2026-09-28 21 11 +1081 / -120 154019945+ruskaruma@users.n... jbeckwith@openai.com
items.py
in src/agents/run_internal
 928 43 2026-01-29 2026-10-07 21 9 +1216 / -77 seratch@openai.com markstuart@openai.com
config.py
in src/agents/realtime
 140 - 2025-07-11 2026-08-11 20 8 +419 / -78 rm@openai.com seratch@openai.com
agent_runner_helpers.py
in src/agents/run_internal
 545 23 2026-01-29 2026-10-07 20 9 +722 / -45 seratch@openai.com markstuart@openai.com
docker.py
in src/agents/sandbox/sandboxes
 1881 42 2026-04-15 2026-09-28 20 9 +2300 / -128 stevendcoffey@gmail.com 128658232+coderdailyone@use...
tool_context.py
in src/agents
 245 9 2025-06-09 2026-09-25 19 8 +352 / -58 46317590+niv-hertz@users.no... seratch@openai.com
run_config.py
in src/agents
 333 10 2026-01-29 2026-09-20 18 4 +668 / -29 seratch@openai.com seratch@openai.com
result.py
in src/agents/voice
 406 9 2025-03-20 2026-09-07 18 16 +1445 / -73 rm@openai.com 146055770+hughhhhcoder@user...
sqlalchemy_session.py
in src/agents/extensions/memory
 511 7 2025-08-21 2026-09-21 17 9 +840 / -133 136383052+habema@users.nore... seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/cloudflare
 1541 28 2026-04-15 2026-10-01 17 8 +1961 / -219 stevendcoffey@gmail.com 49699333+dependabot[bot]@us...
usage.py
in src/agents
 337 27 2025-05-20 2026-09-30 16 10 +576 / -100 76624567+wjpbprojects@users... jbeckwith@openai.com
tool_actions.py
in src/agents/run_internal
 968 10 2026-01-29 2026-09-25 16 4 +1292 / -209 seratch@openai.com seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/blaxel
 1097 25 2026-04-15 2026-09-25 16 7 +1450 / -94 stevendcoffey@gmail.com seratch@openai.com
run_context.py
in src/agents
 1513 56 2025-12-17 2026-09-25 16 5 +1804 / -113 seratch@openai.com seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/modal
 1564 31 2026-04-15 2026-09-25 16 7 +2562 / -156 stevendcoffey@gmail.com seratch@openai.com
span_data.py
in src/agents/tracing
 314 41 2025-03-19 2026-08-25 15 13 +603 / -21 rm@openai.com seratch@openai.com
provider.py
in src/agents/tracing
 346 45 2025-06-18 2026-10-05 15 6 +566 / -61 pakrym@openai.com jbeckwith@openai.com
sqlite_session.py
in src/agents/memory
 403 21 2025-08-29 2026-09-25 15 11 +742 / -165 seratch@openai.com luccavilasboas@hotmail.com
sandbox.py
in src/agents/extensions/sandbox/daytona
 1226 27 2026-04-15 2026-09-25 15 4 +1536 / -122 stevendcoffey@gmail.com seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/vercel
 1535 53 2026-04-15 2026-09-30 15 7 +2094 / -353 stevendcoffey@gmail.com jbeckwith@openai.com
sandbox.py
in src/agents/extensions/sandbox/e2b
 1555 36 2026-04-15 2026-09-25 15 6 +2009 / -146 stevendcoffey@gmail.com seratch@openai.com
Files With Most Churn (Top 50)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
run_state.py
in src/agents
 4676 127 2026-01-29 2026-10-07 45 18 +6581 / -974 seratch@openai.com markstuart@openai.com
run.py
in src/agents
 2405 16 2025-03-16 2026-10-07 96 42 +4469 / -2492 rm@openai.com markstuart@openai.com
_contract_support.py
in integration_tests
 518 9 2026-08-10 2026-09-07 9 1 +2981 / -2428 seratch@openai.com seratch@openai.com
server.py
in src/agents/mcp
 1947 56 2025-03-24 2026-10-01 58 32 +4263 / -726 rm@openai.com 49699333+dependabot[bot]@us...
turn_resolution.py
in src/agents/run_internal
 3602 44 2026-01-29 2026-10-07 35 10 +4372 / -507 seratch@openai.com markstuart@openai.com
run_loop.py
in src/agents/run_internal
 2632 15 2026-01-29 2026-10-07 53 18 +3786 / -835 seratch@openai.com markstuart@openai.com
openai_realtime.py
in src/agents/realtime
 1870 47 2025-07-11 2026-10-01 58 27 +3007 / -816 rm@openai.com 49699333+dependabot[bot]@us...
tool_execution.py
in src/agents/run_internal
 2414 57 2026-01-29 2026-10-07 37 13 +3300 / -487 seratch@openai.com markstuart@openai.com
tool.py
in src/agents
 1964 107 2025-03-11 2026-10-06 67 32 +3178 / -410 rm@openai.com dhavalkapil@openai.com
session.py
in src/agents/realtime
 1841 28 2025-07-11 2026-10-01 58 21 +2746 / -580 rm@openai.com 49699333+dependabot[bot]@us...
advanced_sqlite_session.py
in src/agents/extensions/memory
 1147 46 2025-09-24 2026-09-26 23 15 +2638 / -567 136383052+habema@users.nore... 58774225+shy7777@users.nore...
openai_responses.py
in src/agents/models
 2002 70 2025-03-11 2026-09-27 77 41 +2500 / -500 rm@openai.com jbeckwith@openai.com
_mount_security.py
in src/agents/sandbox
 2028 73 2026-08-09 2026-08-10 2 1 +2526 / -234 seratch@openai.com seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/modal
 1564 31 2026-04-15 2026-09-25 16 7 +2562 / -156 stevendcoffey@gmail.com seratch@openai.com
session_persistence.py
in src/agents/run_internal
 1541 34 2026-01-29 2026-10-07 26 10 +2246 / -239 seratch@openai.com markstuart@openai.com
sandbox.py
in src/agents/extensions/sandbox/vercel
 1535 53 2026-04-15 2026-09-30 15 7 +2094 / -353 stevendcoffey@gmail.com jbeckwith@openai.com
docker.py
in src/agents/sandbox/sandboxes
 1881 42 2026-04-15 2026-09-28 20 9 +2300 / -128 stevendcoffey@gmail.com 128658232+coderdailyone@use...
openai_stt.py
in src/agents/voice/models
 570 13 2025-03-20 2026-10-01 29 16 +2183 / -113 rm@openai.com jbeckwith@openai.com
base_sandbox_session.py
in src/agents/sandbox/session
 1076 41 2026-04-15 2026-09-28 12 7 +1932 / -345 stevendcoffey@gmail.com ayaangazali.work@gmail.com
sandbox.py
in src/agents/extensions/sandbox/cloudflare
 1541 28 2026-04-15 2026-10-01 17 8 +1961 / -219 stevendcoffey@gmail.com 49699333+dependabot[bot]@us...
chatcmpl_stream_handler.py
in src/agents/models
 1093 24 2025-04-16 2026-09-28 32 24 +1783 / -395 rm@openai.com jbeckwith@openai.com
sandbox.py
in src/agents/extensions/sandbox/e2b
 1555 36 2026-04-15 2026-09-25 15 6 +2009 / -146 stevendcoffey@gmail.com seratch@openai.com
agent.py
in src/agents
 832 13 2025-03-13 2026-09-21 63 30 +1620 / -468 caike@users.noreply.github.com seratch@openai.com
openai_chatcompletions.py
in src/agents/models
 656 16 2025-03-12 2026-09-29 67 37 +963 / -1012 vincentkoc@ieee.org jbeckwith@openai.com
unix_local.py
in src/agents/sandbox/sandboxes
 1397 32 2026-04-15 2026-10-01 23 11 +1812 / -161 stevendcoffey@gmail.com 49699333+dependabot[bot]@us...
run_context.py
in src/agents
 1513 56 2025-12-17 2026-09-25 16 5 +1804 / -113 seratch@openai.com seratch@openai.com
sandbox.py
in src/agents/extensions/sandbox/runloop
 1452 44 2026-04-15 2026-09-25 10 5 +1834 / -71 stevendcoffey@gmail.com seratch@openai.com
any_llm_model.py
in src/agents/extensions/models
 1374 33 2026-03-25 2026-09-30 25 12 +1731 / -144 seratch@openai.com jbeckwith@openai.com
codex_tool.py
in src/agents/extensions/experimental/codex
 1215 49 2026-01-16 2026-10-01 13 4 +1658 / -180 seratch@openai.com 49699333+dependabot[bot]@us...
util.py
in src/agents/mcp
 656 11 2025-03-24 2026-09-28 44 20 +1410 / -250 rm@openai.com jbeckwith@openai.com
sandbox.py
in src/agents/extensions/sandbox/daytona
 1226 27 2026-04-15 2026-09-25 15 4 +1536 / -122 stevendcoffey@gmail.com seratch@openai.com
chatcmpl_converter.py
in src/agents/models
 843 24 2025-04-16 2026-08-28 46 23 +1308 / -259 rm@openai.com 112141470+mmjerge@users.nor...
sandbox.py
in src/agents/extensions/sandbox/blaxel
 1097 25 2026-04-15 2026-09-25 16 7 +1450 / -94 stevendcoffey@gmail.com seratch@openai.com
result.py
in src/agents/voice
 406 9 2025-03-20 2026-09-07 18 16 +1445 / -73 rm@openai.com 146055770+hughhhhcoder@user...
review_protocol.py
in .agents/skills/implementation-final-review/scripts
 1277 28 2026-08-09 2026-08-18 4 1 +1436 / -73 seratch@openai.com seratch@openai.com
tool_actions.py
in src/agents/run_internal
 968 10 2026-01-29 2026-09-25 16 4 +1292 / -209 seratch@openai.com seratch@openai.com
result.py
in src/agents
 883 40 2025-03-12 2026-10-07 44 24 +1315 / -184 vincentkoc@ieee.org markstuart@openai.com
litellm_model.py
in src/agents/extensions/models
 794 16 2025-04-17 2026-09-30 56 31 +1251 / -206 rm@openai.com jbeckwith@openai.com
_contract_surface.py
in integration_tests
 1229 70 2026-09-05 2026-09-05 1 1 +1362 / -0 seratch@openai.com seratch@openai.com
items.py
in src/agents/run_internal
 928 43 2026-01-29 2026-10-07 21 9 +1216 / -77 seratch@openai.com markstuart@openai.com
tool_planning.py
in src/agents/run_internal
 1009 19 2026-01-29 2026-10-07 13 4 +1199 / -85 seratch@openai.com markstuart@openai.com
model_retry.py
in src/agents/run_internal
 755 15 2026-03-12 2026-09-28 12 5 +1080 / -186 seratch@openai.com jbeckwith@openai.com
model.py
in src/agents/testing
 1115 34 2026-08-13 2026-08-16 3 2 +1241 / -9 seratch@openai.com seratch@openai.com
718 17 2026-01-09 2026-09-28 21 11 +1081 / -120 154019945+ruskaruma@users.n... jbeckwith@openai.com
runtime_session_manager.py
in src/agents/sandbox
 995 44 2026-04-15 2026-09-05 8 3 +1120 / -27 stevendcoffey@gmail.com seratch@openai.com
patterns.py
in src/agents/sandbox/entries/mounts
 909 8 2026-04-15 2026-08-10 7 3 +1073 / -43 stevendcoffey@gmail.com seratch@openai.com
release_automation.py
in .github/scripts
 360 16 2026-09-29 2026-10-02 4 1 +762 / -348 jbeckwith@openai.com jbeckwith@openai.com
processors.py
in src/agents/tracing
 682 41 2025-03-12 2026-09-27 36 22 +892 / -199 alex.mojaki@gmail.com jbeckwith@openai.com
skills.py
in src/agents/sandbox/capabilities
 844 26 2026-04-15 2026-09-20 8 3 +1037 / -53 stevendcoffey@gmail.com seratch@openai.com
items.py
in src/agents
 696 43 2025-03-11 2026-08-23 38 21 +924 / -132 rm@openai.com henrysu4707@gmail.com
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
run.py
in src/agents
 2405 16 2025-03-16 2026-10-07 96 42 +4469 / -2492 rm@openai.com markstuart@openai.com
openai_responses.py
in src/agents/models
 2002 70 2025-03-11 2026-09-27 77 41 +2500 / -500 rm@openai.com jbeckwith@openai.com
openai_chatcompletions.py
in src/agents/models
 656 16 2025-03-12 2026-09-29 67 37 +963 / -1012 vincentkoc@ieee.org jbeckwith@openai.com
tool.py
in src/agents
 1964 107 2025-03-11 2026-10-06 67 32 +3178 / -410 rm@openai.com dhavalkapil@openai.com
server.py
in src/agents/mcp
 1947 56 2025-03-24 2026-10-01 58 32 +4263 / -726 rm@openai.com 49699333+dependabot[bot]@us...
litellm_model.py
in src/agents/extensions/models
 794 16 2025-04-17 2026-09-30 56 31 +1251 / -206 rm@openai.com jbeckwith@openai.com
agent.py
in src/agents
 832 13 2025-03-13 2026-09-21 63 30 +1620 / -468 caike@users.noreply.github.com seratch@openai.com
openai_realtime.py
in src/agents/realtime
 1870 47 2025-07-11 2026-10-01 58 27 +3007 / -816 rm@openai.com 49699333+dependabot[bot]@us...
model_settings.py
in src/agents
 262 11 2025-03-11 2026-09-20 35 25 +521 / -57 rm@openai.com zengyan@88.com
function_schema.py
in src/agents
 329 9 2025-03-12 2026-10-05 27 25 +305 / -72 21cs3025@rgipt.ac.in jbeckwith@openai.com
result.py
in src/agents
 883 40 2025-03-12 2026-10-07 44 24 +1315 / -184 vincentkoc@ieee.org markstuart@openai.com
chatcmpl_stream_handler.py
in src/agents/models
 1093 24 2025-04-16 2026-09-28 32 24 +1783 / -395 rm@openai.com jbeckwith@openai.com
chatcmpl_converter.py
in src/agents/models
 843 24 2025-04-16 2026-08-28 46 23 +1308 / -259 rm@openai.com 112141470+mmjerge@users.nor...
processors.py
in src/agents/tracing
 682 41 2025-03-12 2026-09-27 36 22 +892 / -199 alex.mojaki@gmail.com jbeckwith@openai.com
__init__.py
in src/agents
 556 8 2025-03-13 2026-09-09 58 21 +624 / -149 rm@openai.com seratch@openai.com
session.py
in src/agents/realtime
 1841 28 2025-07-11 2026-10-01 58 21 +2746 / -580 rm@openai.com 49699333+dependabot[bot]@us...
items.py
in src/agents
 696 43 2025-03-11 2026-08-23 38 21 +924 / -132 rm@openai.com henrysu4707@gmail.com
util.py
in src/agents/mcp
 656 11 2025-03-24 2026-09-28 44 20 +1410 / -250 rm@openai.com jbeckwith@openai.com
run_loop.py
in src/agents/run_internal
 2632 15 2026-01-29 2026-10-07 53 18 +3786 / -835 seratch@openai.com markstuart@openai.com
run_state.py
in src/agents
 4676 127 2026-01-29 2026-10-07 45 18 +6581 / -974 seratch@openai.com markstuart@openai.com
openai_stt.py
in src/agents/voice/models
 570 13 2025-03-20 2026-10-01 29 16 +2183 / -113 rm@openai.com jbeckwith@openai.com
result.py
in src/agents/voice
 406 9 2025-03-20 2026-09-07 18 16 +1445 / -73 rm@openai.com 146055770+hughhhhcoder@user...
advanced_sqlite_session.py
in src/agents/extensions/memory
 1147 46 2025-09-24 2026-09-26 23 15 +2638 / -567 136383052+habema@users.nore... 58774225+shy7777@users.nore...
mkdocs.yml
in root
 357 - 2025-03-19 2026-09-05 40 14 +608 / -282 rm@openai.com seratch@openai.com
openai_provider.py
in src/agents/models
 232 9 2025-03-13 2026-08-20 21 14 +430 / -96 vincentkoc@ieee.org 222944370+green3sf@users.no...
tool_execution.py
in src/agents/run_internal
 2414 57 2026-01-29 2026-10-07 37 13 +3300 / -487 seratch@openai.com markstuart@openai.com
span_data.py
in src/agents/tracing
 314 41 2025-03-19 2026-08-25 15 13 +603 / -21 rm@openai.com seratch@openai.com
any_llm_model.py
in src/agents/extensions/models
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input.py
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session_persistence.py
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Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
handoff_prompt.py
in src/agents/extensions
 12 1
logger.py
in src/agents/tracing
 2 -
fake_id.py
in src/agents/models
 1 -
_mount_security.py
in src/agents/sandbox
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review_protocol.py
in .agents/skills/implementation-final-review/scripts
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_contract_surface.py
in integration_tests
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model.py
in src/agents/extensions/experimental/hosted_multi_agent
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review_state.py
in .agents/skills/implementation-final-review/scripts
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_contract_validation.py
in integration_tests
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mounts.py
in src/agents/extensions/sandbox/vercel
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_contract_support.py
in integration_tests
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_tool_identity.py
in src/agents
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477 23 2026-08-08 2026-08-08 1 1 +544 / -0 seratch@openai.com seratch@openai.com
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release_automation.py
in .github/scripts
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update_rclone_pin.py
in .github/scripts
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inventory_logging.py
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_docker_removal_worker.py
in src/agents/sandbox/sandboxes
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_tool_invocation.py
in src/agents
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validate_handoff.py
in .agents/skills/implementation-kickoff/scripts
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mount_lifecycle.py
in src/agents/sandbox/session
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logger.py
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conftest.py
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agent_tool_state.py
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python_probe.py
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run.ps1
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select-release-milestone.py
in .github/scripts
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_retry_runtime.py
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pty_output.py
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tool_caller.py
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phase_one.py
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__init__.py
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box.py
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agent_tool_configuration.py
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_openai_websocket.py
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retry.py
in src/agents/sandbox/util
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_openai_retry.py
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base.py
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__init__.py
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prompt_cache_key.py
in src/agents/run_internal
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codex.py
in src/agents/extensions/experimental/codex
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_config_coercion.py
in src/agents
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_rclone.py
in src/agents/extensions/sandbox
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__init__.py
in src/agents/sandbox/util
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Correlations

File Size vs. Number of Changes: 349 points

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changes src/agents/sandbox/_mount_security.py x: 2028 lines of code y: 2 # changes src/agents/sandbox/entries/mounts/_redaction.py x: 50 lines of code y: 1 # changes src/agents/sandbox/entries/mounts/base.py x: 438 lines of code y: 4 # changes src/agents/sandbox/entries/mounts/patterns.py x: 909 lines of code y: 7 # changes src/agents/sandbox/session/sandbox_client.py x: 209 lines of code y: 4 # changes src/agents/sandbox/session/sandbox_session_state.py x: 424 lines of code y: 4 # changes src/agents/run_internal/oai_conversation.py x: 551 lines of code y: 12 # changes src/agents/sandbox/entries/mounts/providers/azure_blob.py x: 94 lines of code y: 2 # changes src/agents/retry.py x: 348 lines of code y: 6 # changes src/agents/sandbox/entries/mounts/providers/gcs.py x: 165 lines of code y: 2 # changes src/agents/sandbox/entries/mounts/providers/r2.py x: 89 lines of code y: 2 # changes .github/scripts/check_optional_truthiness.py x: 477 lines of code y: 1 # changes src/agents/_tool_invocation.py x: 273 lines of code y: 2 # changes src/agents/agent_tool_input.py x: 198 lines of code y: 4 # changes src/agents/extensions/experimental/codex/codex.py x: 83 lines of code y: 3 # changes src/agents/sandbox/snapshot.py x: 201 lines of code y: 3 # changes src/agents/sandbox/snapshot_defaults.py x: 88 lines of code y: 4 # changes src/agents/tracing/create.py x: 248 lines of code y: 13 # changes src/agents/realtime/_util.py x: 27 lines of code y: 4 # changes src/agents/models/default_models.py x: 77 lines of code y: 8 # changes src/agents/models/interface.py x: 65 lines of code y: 8 # changes src/agents/_tool_identity.py x: 513 lines of code y: 6 # changes src/agents/models/chatcmpl_helpers.py x: 128 lines of code y: 7 # changes src/agents/tracing/traces.py x: 346 lines of code y: 10 # changes src/agents/tracing/spans.py x: 244 lines of code y: 11 # changes src/agents/agent_output.py x: 138 lines of code y: 14 # changes src/agents/realtime/handoffs.py x: 159 lines of code y: 11 # changes src/agents/run_internal/error_handlers.py x: 221 lines of code y: 7 # changes src/agents/voice/utils.py x: 15 lines of code y: 5 # changes src/agents/guardrail.py x: 184 lines of code y: 13 # changes src/agents/extensions/tool_output_trimmer.py x: 360 lines of code y: 7 # changes src/agents/sandbox/memory/manager.py x: 307 lines of code y: 3 # changes integration_tests/packaging/mcp_legacy_server.py x: 61 lines of code y: 1 # changes src/agents/sandbox/util/token_truncation.py x: 180 lines of code y: 2 # changes src/agents/realtime/model.py x: 83 lines of code y: 9 # changes src/agents/realtime/_tool_filtering.py x: 30 lines of code y: 2 # changes .agents/skills/sensitive-logging-audit/scripts/inventory_logging.py x: 314 lines of code y: 1 # changes src/agents/_config.py x: 38 lines of code y: 6 # changes src/agents/_config_coercion.py x: 80 lines of code y: 1 # changes .github/scripts/update_rclone_pin.py x: 357 lines of code y: 1 # changes src/agents/extensions/sandbox/_rclone.py x: 78 lines of code y: 2 # changes src/agents/sandbox/types.py x: 150 lines of code y: 5 # changes src/agents/extensions/handoff_filters.py x: 101 lines of code y: 11 # changes src/agents/run_internal/tool_caller.py x: 112 lines of code y: 1 # changes src/agents/util/_transforms.py x: 17 lines of code y: 7 # changes src/agents/sandbox/capabilities/compaction.py x: 192 lines of code y: 5 # changes src/agents/extensions/memory/__init__.py x: 57 lines of code y: 12 # changes src/agents/sandbox/session/archive_extraction.py x: 447 lines of code y: 3 # changes src/agents/sandbox/session/archive_ops.py x: 117 lines of code y: 2 # changes src/agents/run_internal/streaming.py x: 63 lines of code y: 3 # changes src/agents/sandbox/entries/mounts/providers/box.py x: 108 lines of code y: 1 # changes src/agents/sandbox/entries/base.py x: 150 lines of code y: 2 # changes src/agents/sandbox/session/manifest_application.py x: 152 lines of code y: 2 # changes src/agents/extensions/experimental/codex/items.py x: 197 lines of code y: 2 # changes src/agents/realtime/events.py x: 117 lines of code y: 8 # changes src/agents/realtime/items.py x: 66 lines of code y: 5 # changes src/agents/run_internal/_asyncio_progress.py x: 143 lines of code y: 2 # changes src/agents/run_internal/prompt_cache_key.py x: 88 lines of code y: 1 # changes src/agents/sandbox/util/__init__.py x: 75 lines of code y: 1 # changes src/agents/stream_events.py x: 31 lines of code y: 7 # changes src/agents/util/_types.py x: 5 lines of code y: 4 # changes src/agents/voice/events.py x: 19 lines of code y: 4 # changes src/agents/memory/__init__.py x: 33 lines of code y: 6 # changes .agents/skills/code-change-verification/scripts/run.ps1 x: 172 lines of code y: 3 # changes .agents/skills/runtime-behavior-probe/templates/python_probe.py x: 181 lines of code y: 1 # changes .github/scripts/select-release-milestone.py x: 152 lines of code y: 1 # changes src/agents/tracing/util.py x: 9 lines of code y: 4 # changes src/agents/voice/imports.py x: 10 lines of code y: 3 # changes
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  25th percentile: 2.0
  median: 4.0
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min: 1.0 | average: 325.02 | 25th percentile: 40.0 | median: 122.0 | 75th percentile: 347.0 | max: 4676.0

Number of Contributors vs. Number of Changes: 349 points

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changes src/agents/sandbox/capabilities/tools/_input_errors.py x: 1 # contributors y: 1 # changes src/agents/sandbox/capabilities/tools/shell_tool.py x: 5 # contributors y: 6 # changes src/agents/sandbox/capabilities/tools/view_image.py x: 4 # contributors y: 4 # changes src/agents/function_schema.py x: 25 # contributors y: 27 # changes src/agents/tracing/provider.py x: 6 # contributors y: 15 # changes src/agents/tracing/scope.py x: 7 # contributors y: 8 # changes src/agents/sandbox/runtime.py x: 3 # contributors y: 4 # changes src/agents/tracing/context.py x: 2 # contributors y: 4 # changes src/agents/version.py x: 3 # contributors y: 2 # changes integration_tests/conftest.py x: 1 # contributors y: 3 # changes .github/scripts/release_automation.py x: 1 # contributors y: 4 # changes src/agents/voice/models/openai_model_provider.py x: 10 # contributors y: 11 # changes src/agents/voice/models/openai_stt.py x: 16 # contributors y: 29 # changes src/agents/strict_schema.py x: 10 # contributors y: 13 # changes integration_tests/_contract_state.py x: 2 # contributors y: 2 # changes src/agents/extensions/sandbox/cloudflare/sandbox.py x: 8 # contributors y: 17 # changes src/agents/mcp/server.py x: 32 # contributors y: 58 # changes src/agents/realtime/openai_realtime.py x: 27 # contributors y: 58 # changes src/agents/realtime/session.py x: 21 # contributors y: 58 # changes src/agents/repl.py x: 7 # contributors y: 7 # changes src/agents/sandbox/sandboxes/unix_local.py x: 11 # contributors y: 23 # changes src/agents/extensions/models/any_llm_model.py x: 12 # contributors y: 25 # changes src/agents/extensions/models/litellm_model.py x: 31 # contributors y: 56 # changes src/agents/usage.py x: 10 # contributors y: 16 # changes src/agents/extensions/sandbox/vercel/sandbox.py x: 7 # contributors y: 15 # changes src/agents/models/openai_chatcompletions.py x: 37 # contributors y: 67 # changes src/agents/memory/openai_responses_compaction_session.py x: 11 # contributors y: 21 # changes src/agents/run_internal/guardrails.py x: 8 # contributors y: 10 # changes src/agents/util/_pretty_print.py x: 9 # contributors y: 7 # changes src/agents/run_internal/model_retry.py x: 5 # contributors y: 12 # changes src/agents/mcp/util.py x: 20 # contributors y: 44 # changes src/agents/sandbox/apply_patch.py x: 6 # contributors y: 5 # changes src/agents/sandbox/sandboxes/_unix_local_file_ops.py x: 4 # contributors y: 3 # changes src/agents/sandbox/session/base_sandbox_session.py x: 7 # contributors y: 12 # changes src/agents/sandbox/session/sandbox_session.py x: 6 # contributors y: 11 # changes src/agents/models/chatcmpl_stream_handler.py x: 24 # contributors y: 32 # changes src/agents/sandbox/util/tar_utils.py x: 6 # contributors y: 8 # changes src/agents/tracing/processors.py x: 22 # contributors y: 36 # changes src/agents/sandbox/session/runtime_helpers.py x: 4 # contributors y: 5 # changes src/agents/extensions/memory/encrypt_session.py x: 7 # contributors y: 9 # changes src/agents/voice/pipeline_config.py x: 6 # contributors y: 7 # changes src/agents/models/openai_responses.py x: 41 # contributors y: 77 # changes src/agents/extensions/memory/advanced_sqlite_session.py x: 15 # contributors y: 23 # changes src/agents/extensions/sandbox/blaxel/sandbox.py x: 7 # contributors y: 16 # changes src/agents/extensions/sandbox/daytona/sandbox.py x: 4 # contributors y: 15 # changes src/agents/extensions/sandbox/runloop/sandbox.py x: 5 # contributors y: 10 # changes src/agents/sandbox/workspace_paths.py x: 4 # contributors y: 7 # changes src/agents/_run_state_agent_identity.py x: 1 # contributors y: 2 # changes src/agents/run_context.py x: 5 # contributors y: 16 # changes src/agents/run_internal/tool_actions.py x: 4 # contributors y: 16 # changes src/agents/tool_context.py x: 8 # contributors y: 19 # changes src/agents/memory/sqlite_session.py x: 11 # contributors y: 15 # changes src/agents/mcp/manager.py x: 6 # contributors y: 13 # changes src/agents/sandbox/capabilities/tools/apply_patch_tool.py x: 5 # contributors y: 5 # changes src/agents/agent.py x: 30 # contributors y: 63 # changes src/agents/sandbox/memory/phase_two.py x: 3 # contributors y: 3 # changes src/agents/voice/pipeline.py x: 11 # contributors y: 14 # changes src/agents/extensions/memory/async_sqlite_session.py x: 6 # contributors y: 10 # changes src/agents/extensions/memory/sqlalchemy_session.py x: 9 # contributors y: 17 # changes src/agents/memory/session.py x: 6 # contributors y: 9 # changes src/agents/handoffs/__init__.py x: 7 # contributors y: 14 # changes src/agents/run_config.py x: 4 # contributors y: 18 # changes src/agents/extensions/memory/mongodb_session.py x: 5 # contributors y: 11 # changes src/agents/sandbox/manifest.py x: 4 # contributors y: 8 # changes src/agents/sandbox/capabilities/skills.py x: 3 # contributors y: 8 # changes src/agents/extensions/experimental/codex/thread.py x: 3 # contributors y: 5 # changes src/agents/model_settings.py x: 25 # contributors y: 35 # changes src/agents/memory/openai_conversations_session.py x: 8 # contributors y: 14 # changes src/agents/sandbox/entries/artifacts.py x: 5 # contributors y: 8 # changes src/agents/extensions/memory/dapr_session.py x: 9 # contributors y: 12 # changes integration_tests/_contract_support.py x: 1 # contributors y: 9 # changes src/agents/voice/result.py x: 16 # contributors y: 18 # changes src/agents/run_internal/tool_use_tracker.py x: 2 # contributors y: 6 # changes mkdocs.yml x: 14 # contributors y: 40 # changes src/agents/models/chatcmpl_converter.py x: 23 # contributors y: 46 # changes src/agents/apply_diff.py x: 6 # contributors y: 6 # changes src/agents/voice/model.py x: 8 # contributors y: 8 # changes src/agents/tracing/span_data.py x: 13 # contributors y: 15 # changes src/agents/voice/workflow.py x: 7 # contributors y: 6 # changes src/agents/items.py x: 21 # contributors y: 38 # changes .agents/skills/maintainer-review/agents/openai.yaml x: 1 # contributors y: 7 # changes src/agents/models/openai_provider.py x: 14 # contributors y: 21 # changes src/agents/util/_error_tracing.py x: 7 # contributors y: 10 # changes src/agents/realtime/__init__.py x: 3 # 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changes src/agents/extensions/handoff_filters.py x: 9 # contributors y: 11 # changes src/agents/util/_custom_data.py x: 2 # contributors y: 1 # changes src/agents/mcp/__init__.py x: 5 # contributors y: 9 # changes src/agents/extensions/memory/__init__.py x: 8 # contributors y: 12 # changes src/agents/tracing/__init__.py x: 8 # contributors y: 11 # changes src/agents/voice/imports.py x: 5 # contributors y: 3 # changes
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  75th percentile: 9.0
  max: 96.0
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# contributors
min: 1.0 | average: 4.87 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 6.0 | max: 42.0

Number of Contributors vs. File Size: 349 points

src/agents/result.py x: 24 # contributors y: 883 lines of code src/agents/run.py x: 42 # contributors y: 2405 lines of code src/agents/run_internal/agent_runner_helpers.py x: 9 # contributors y: 545 lines of code src/agents/run_internal/blocked_output.py x: 2 # contributors y: 768 lines of code src/agents/run_internal/items.py x: 9 # contributors y: 928 lines of code src/agents/run_internal/run_loop.py x: 18 # contributors y: 2632 lines of code src/agents/run_internal/run_steps.py x: 4 # contributors y: 153 lines of code src/agents/run_internal/session_persistence.py x: 10 # contributors y: 1541 lines of code src/agents/run_internal/tool_execution.py x: 13 # contributors y: 2414 lines of code src/agents/run_internal/tool_planning.py x: 4 # contributors y: 1009 lines of code src/agents/run_internal/turn_resolution.py x: 10 # contributors y: 3602 lines of code src/agents/run_state.py x: 18 # contributors y: 4676 lines of code src/agents/extensions/memory/redis_session.py x: 10 # contributors y: 592 lines of code src/agents/tool.py x: 32 # contributors y: 1964 lines of code src/agents/sandbox/capabilities/tools/_input_errors.py x: 1 # contributors y: 10 lines of code src/agents/sandbox/capabilities/tools/shell_tool.py x: 5 # contributors y: 320 lines of code src/agents/sandbox/capabilities/tools/view_image.py x: 4 # contributors y: 147 lines of code src/agents/function_schema.py x: 25 # contributors y: 329 lines of code src/agents/tracing/provider.py x: 6 # contributors y: 346 lines of code src/agents/tracing/scope.py x: 7 # contributors y: 33 lines of code src/agents/sandbox/runtime.py x: 3 # contributors y: 325 lines of code src/agents/tracing/context.py x: 2 # contributors y: 126 lines of code src/agents/version.py x: 3 # contributors y: 5 lines of code integration_tests/conftest.py x: 1 # contributors y: 213 lines of code .github/scripts/release_automation.py x: 1 # contributors y: 360 lines of code src/agents/voice/models/openai_model_provider.py x: 10 # contributors y: 84 lines of code src/agents/voice/models/openai_stt.py x: 16 # 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Number of Changes vs. Line Churn: 1864 points

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changes y: 643 line churn integration_tests/_contract_support.py x: 9 # changes y: 5409 line churn tests/extensions/sandbox/test_blaxel.py x: 11 # changes y: 4548 line churn src/agents/voice/result.py x: 18 # changes y: 1518 line churn tests/voice/test_pipeline.py x: 18 # changes y: 2851 line churn docs/scripts/translate_docs.py x: 22 # changes y: 1139 line churn .agents/skills/maintainer-review/SKILL.md x: 12 # changes y: 440 line churn integration_tests/_contract_surface.py x: 1 # changes y: 1362 line churn tests/models/test_litellm_chatcompletions_stream.py x: 11 # changes y: 1140 line churn docs/examples.md x: 22 # changes y: 519 line churn mkdocs.yml x: 40 # changes y: 890 line churn src/agents/models/chatcmpl_converter.py x: 46 # changes y: 1567 line churn tests/extensions/sandbox/test_cloudflare.py x: 8 # changes y: 2231 line churn docs/ja/context.md x: 64 # changes y: 3656 line churn docs/ko/context.md x: 33 # changes y: 1706 line churn docs/zh/context.md x: 27 # changes y: 1592 line churn tests/test_items_helpers.py x: 19 # changes y: 771 line churn tests/test_run_internal_items.py x: 11 # changes y: 1205 line churn docs/ja/agents.md x: 72 # changes y: 6112 line churn docs/ja/multi_agent.md x: 58 # changes y: 3076 line churn docs/ja/quickstart.md x: 61 # changes y: 2660 line churn docs/ja/realtime/quickstart.md x: 62 # changes y: 3568 line churn docs/ja/release.md x: 68 # changes y: 3126 line churn docs/ja/streaming.md x: 65 # changes y: 1458 line churn docs/ja/voice/quickstart.md x: 63 # changes y: 1541 line churn docs/ko/agents.md x: 40 # changes y: 3674 line churn docs/ko/multi_agent.md x: 27 # changes y: 1276 line churn docs/ko/quickstart.md x: 30 # changes y: 1308 line churn docs/ko/realtime/quickstart.md x: 35 # changes y: 1540 line churn docs/ko/release.md x: 41 # changes y: 2356 line churn docs/ko/streaming.md x: 34 # changes y: 730 line churn docs/ko/voice/quickstart.md x: 32 # changes y: 813 line churn docs/zh/agents.md x: 34 # changes y: 3276 line churn docs/zh/quickstart.md x: 24 # changes y: 1290 line churn docs/zh/release.md x: 35 # changes y: 2250 line churn docs/zh/streaming.md x: 28 # changes y: 688 line churn docs/zh/voice/quickstart.md x: 26 # changes y: 715 line churn src/agents/models/openai_provider.py x: 21 # changes y: 526 line churn tests/test_visualization.py x: 14 # changes y: 725 line churn .agents/skills/implementation-final-review/scripts/review_protocol.py x: 4 # changes y: 1509 line churn .agents/skills/implementation-final-review/scripts/test_review_protocol.py x: 4 # changes y: 1844 line churn src/agents/exceptions.py x: 13 # changes y: 619 line churn src/agents/testing/model.py x: 3 # changes y: 1250 line churn tests/test_scripted_model.py x: 3 # changes y: 2240 line churn src/agents/extensions/experimental/hosted_multi_agent/model.py x: 3 # changes y: 975 line churn tests/extensions/experimental/hosted_multi_agent/test_model.py x: 2 # changes y: 1217 line churn src/agents/models/multi_provider.py x: 12 # changes y: 303 line churn tests/models/test_kwargs_functionality.py x: 8 # changes y: 466 line churn tests/extensions/memory/test_dapr_session.py x: 10 # changes y: 1688 line churn tests/test_process_model_response.py x: 10 # changes y: 1166 line churn tests/test_strict_schema.py x: 7 # changes y: 870 line churn src/agents/realtime/config.py x: 20 # changes y: 497 line churn src/agents/sandbox/_mount_security.py x: 2 # changes y: 2760 line churn tests/sandbox/test_mounts.py x: 8 # changes y: 1547 line churn tests/sandbox/test_mount_security.py x: 2 # changes y: 4560 line churn tests/extensions/test_tool_output_trimmer.py x: 6 # changes y: 1177 line churn examples/basic/agent_lifecycle_example.py x: 11 # changes y: 68 line churn examples/sandbox/extensions/runloop/capabilities.py x: 5 # changes y: 1035 line churn tests/test_extension_filters.py x: 15 # changes y: 1236 line churn .github/workflows/pr-labels.yml x: 9 # changes y: 1014 line churn docs/ja/models/litellm.md x: 54 # changes y: 1391 line churn docs/ja/repl.md x: 52 # changes y: 422 line churn docs/ko/repl.md x: 24 # changes y: 176 line churn docs/zh/repl.md x: 18 # changes y: 158 line churn tests/extensions/test_sandbox_blaxel.py x: 4 # changes y: 6982 line churn tests/extensions/test_sandbox_cloudflare.py x: 4 # changes y: 2678 line churn tests/extensions/test_sandbox_daytona.py x: 4 # changes y: 3538 line churn tests/extensions/test_sandbox_e2b.py x: 4 # changes y: 4506 line churn tests/extensions/test_sandbox_modal.py x: 5 # changes y: 6772 line churn tests/extensions/test_sandbox_runloop.py x: 3 # changes y: 5700 line churn tests/extensions/test_sandbox_vercel.py x: 5 # changes y: 2670 line churn tests/test_model_retry.py x: 2 # changes y: 4718 line churn tests/test_openai_chatcompletions.py x: 19 # changes y: 1336 line churn tests/test_openai_responses.py x: 12 # changes y: 7250 line churn tests/test_session.py x: 11 # changes y: 1576 line churn examples/sandbox/extensions/temporal/temporal_sandbox_tui.py x: 1 # changes y: 1204 line churn docs/ko/models/litellm.md x: 25 # changes y: 743 line churn src/agents/_run_impl.py x: 39 # changes y: 4679 line churn docs/ja/sessions.md x: 35 # changes y: 2691 line churn tests/src/agents/_run_impl.py x: 2 # changes y: 3168 line churn tests/src/agents/function_schema.py x: 2 # changes y: 1360 line churn tests/src/agents/models/openai_chatcompletions.py x: 2 # changes y: 3808 line churn tests/src/agents/models/openai_responses.py x: 2 # changes y: 1536 line churn tests/src/agents/run.py x: 2 # changes y: 3616 line churn
48715.0
line churn
  min: 1.0
  average: 620.87
  25th percentile: 39.25
  median: 151.0
  75th percentile: 496.5
  max: 48715.0
0 160.0
# changes
min: 1.0 | average: 6.85 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 6.0 | max: 160.0

Number of Contributors vs. Line Churn: 345 points

src/agents/result.py x: 24 # contributors y: 1499 line churn src/agents/run.py x: 42 # contributors y: 6961 line churn src/agents/run_internal/agent_runner_helpers.py x: 9 # contributors y: 767 line churn src/agents/run_internal/blocked_output.py x: 2 # contributors y: 913 line churn src/agents/run_internal/items.py x: 9 # contributors y: 1293 line churn src/agents/run_internal/run_loop.py x: 18 # contributors y: 4621 line churn src/agents/run_internal/run_steps.py x: 4 # contributors y: 248 line churn src/agents/run_internal/session_persistence.py x: 10 # contributors y: 2485 line churn src/agents/run_internal/tool_execution.py x: 13 # contributors y: 3787 line churn src/agents/run_internal/tool_planning.py x: 4 # contributors y: 1284 line churn src/agents/run_internal/turn_resolution.py x: 10 # contributors y: 4879 line churn src/agents/run_state.py x: 18 # contributors y: 7555 line churn src/agents/extensions/memory/redis_session.py x: 10 # contributors y: 994 line churn src/agents/tool.py x: 32 # contributors y: 3588 line churn src/agents/sandbox/capabilities/tools/_input_errors.py x: 1 # contributors y: 13 line churn src/agents/sandbox/capabilities/tools/shell_tool.py x: 5 # contributors y: 397 line churn src/agents/sandbox/capabilities/tools/view_image.py x: 4 # contributors y: 202 line churn src/agents/function_schema.py x: 25 # contributors y: 377 line churn src/agents/tracing/provider.py x: 6 # contributors y: 627 line churn src/agents/tracing/scope.py x: 7 # contributors y: 20 line churn src/agents/sandbox/runtime.py x: 3 # contributors y: 406 line churn src/agents/tracing/context.py x: 2 # contributors y: 174 line churn src/agents/version.py x: 3 # contributors y: 6 line churn integration_tests/conftest.py x: 1 # contributors y: 268 line churn .github/scripts/release_automation.py x: 1 # contributors y: 1110 line churn src/agents/voice/models/openai_model_provider.py x: 10 # contributors y: 457 line churn src/agents/voice/models/openai_stt.py x: 16 # contributors y: 2296 line churn src/agents/strict_schema.py x: 10 # contributors y: 486 line churn integration_tests/_contract_state.py x: 2 # contributors y: 374 line churn src/agents/extensions/experimental/codex/codex_tool.py x: 4 # contributors y: 1838 line churn src/agents/extensions/sandbox/cloudflare/sandbox.py x: 8 # contributors y: 2180 line churn src/agents/extensions/sandbox/vercel/_network_policy.py x: 2 # contributors y: 63 line churn src/agents/mcp/server.py x: 32 # contributors y: 4989 line churn src/agents/realtime/openai_realtime.py x: 27 # contributors y: 3823 line churn src/agents/realtime/session.py x: 21 # contributors y: 3326 line churn src/agents/repl.py x: 7 # contributors y: 107 line churn src/agents/sandbox/sandboxes/unix_local.py x: 11 # contributors y: 1973 line churn src/agents/extensions/models/any_llm_model.py x: 12 # contributors y: 1875 line churn src/agents/extensions/models/litellm_model.py x: 31 # contributors y: 1457 line churn src/agents/usage.py x: 10 # contributors y: 676 line churn .github/dependabot.yml x: 2 # contributors y: 56 line churn src/agents/extensions/sandbox/vercel/_provider.py x: 1 # contributors y: 252 line churn src/agents/extensions/sandbox/vercel/sandbox.py x: 7 # contributors y: 2447 line churn src/agents/models/openai_chatcompletions.py x: 37 # contributors y: 1975 line churn src/agents/memory/openai_responses_compaction_session.py x: 11 # contributors y: 1201 line churn .agents/skills/release-candidate-prep/scripts/prepare.py x: 2 # contributors y: 749 line churn src/agents/run_internal/guardrails.py x: 8 # contributors y: 302 line churn src/agents/util/_pretty_print.py x: 9 # contributors y: 365 line churn src/agents/sandbox/sandboxes/docker_removal.py x: 2 # contributors y: 494 line churn src/agents/run_internal/model_retry.py x: 5 # contributors y: 1266 line churn src/agents/mcp/util.py x: 20 # contributors y: 1660 line churn src/agents/sandbox/sandboxes/docker.py x: 9 # contributors y: 2428 line churn src/agents/sandbox/apply_patch.py x: 6 # contributors y: 418 line churn src/agents/sandbox/sandboxes/_unix_local_file_ops.py x: 4 # contributors y: 341 line churn src/agents/sandbox/session/base_sandbox_session.py x: 7 # contributors y: 2277 line churn src/agents/sandbox/session/sandbox_session.py x: 6 # contributors y: 827 line churn src/agents/testing/sandbox.py x: 2 # contributors y: 640 line churn src/agents/sandbox/session/snapshot_lifecycle.py x: 2 # contributors y: 281 line churn src/agents/models/chatcmpl_stream_handler.py x: 24 # contributors y: 2178 line churn src/agents/sandbox/errors.py x: 5 # contributors y: 918 line churn src/agents/tracing/processors.py x: 22 # contributors y: 1091 line churn src/agents/sandbox/session/runtime_helpers.py x: 4 # contributors y: 387 line churn src/agents/extensions/memory/encrypt_session.py x: 7 # contributors y: 544 line churn src/agents/voice/pipeline_config.py x: 6 # contributors y: 264 line churn src/agents/sandbox/session/tar_workspace.py x: 2 # contributors y: 20 line churn src/agents/models/openai_responses.py x: 41 # contributors y: 3000 line churn src/agents/extensions/memory/advanced_sqlite_session.py x: 15 # contributors y: 3205 line churn src/agents/extensions/sandbox/blaxel/sandbox.py x: 7 # contributors y: 1544 line churn src/agents/extensions/sandbox/daytona/sandbox.py x: 4 # contributors y: 1658 line churn src/agents/extensions/sandbox/e2b/sandbox.py x: 6 # contributors y: 2155 line churn src/agents/extensions/sandbox/modal/sandbox.py x: 7 # contributors y: 2718 line churn src/agents/extensions/sandbox/runloop/sandbox.py x: 5 # contributors y: 1905 line churn src/agents/sandbox/session/sinks.py x: 4 # contributors y: 449 line churn src/agents/sandbox/sandboxes/_docker_removal_worker.py x: 1 # contributors y: 338 line churn src/agents/sandbox/workspace_paths.py x: 4 # contributors y: 669 line churn src/agents/_run_state_agent_identity.py x: 1 # contributors y: 513 line churn src/agents/run_internal/tool_actions.py x: 4 # contributors y: 1501 line churn src/agents/tool_context.py x: 8 # contributors y: 410 line churn src/agents/memory/sqlite_session.py x: 11 # contributors y: 907 line churn src/agents/mcp/manager.py x: 6 # contributors y: 857 line churn src/agents/util/_asyncio_tasks.py x: 3 # contributors y: 180 line churn src/agents/sandbox/capabilities/tools/apply_patch_tool.py x: 5 # contributors y: 466 line churn src/agents/agent.py x: 30 # contributors y: 2088 line churn src/agents/lifecycle.py x: 7 # contributors y: 212 line churn src/agents/run_internal/agent_tool_configuration.py x: 1 # contributors y: 128 line churn src/agents/sandbox/runtime_agent_preparation.py x: 2 # contributors y: 266 line churn src/agents/sandbox/sandbox_agent.py x: 2 # contributors y: 141 line churn src/agents/sandbox/config.py x: 3 # contributors y: 149 line churn src/agents/sandbox/memory/phase_two.py x: 3 # contributors y: 41 line churn src/agents/voice/pipeline.py x: 11 # contributors y: 820 line churn src/agents/extensions/memory/async_sqlite_session.py x: 6 # contributors y: 655 line churn src/agents/extensions/memory/sqlalchemy_session.py x: 9 # contributors y: 973 line churn src/agents/memory/session.py x: 6 # contributors y: 803 line churn src/agents/handoffs/__init__.py x: 7 # contributors y: 461 line churn src/agents/run_config.py x: 4 # contributors y: 697 line churn src/agents/extensions/memory/mongodb_session.py x: 5 # contributors y: 771 line churn src/agents/sandbox/capabilities/skills.py x: 3 # contributors y: 1090 line churn src/agents/extensions/experimental/codex/thread.py x: 3 # contributors y: 231 line churn src/agents/model_settings.py x: 25 # contributors y: 578 line churn src/agents/_function_tool_arguments.py x: 1 # contributors y: 171 line churn src/agents/util/_approvals.py x: 2 # contributors y: 97 line churn src/agents/memory/openai_conversations_session.py x: 8 # contributors y: 197 line churn src/agents/sandbox/entries/artifacts.py x: 5 # contributors y: 1015 line churn src/agents/__init__.py x: 21 # contributors y: 773 line churn src/agents/extensions/memory/dapr_session.py x: 9 # contributors y: 643 line churn integration_tests/_contract_support.py x: 1 # contributors y: 5409 line churn src/agents/run_internal/model_provider_lifecycle.py x: 1 # contributors y: 46 line churn src/agents/voice/result.py x: 16 # contributors y: 1518 line churn integration_tests/_contract_surface.py x: 1 # contributors y: 1362 line churn integration_tests/_contract_validation.py x: 1 # contributors y: 653 line churn src/agents/run_internal/tool_use_tracker.py x: 2 # contributors y: 208 line churn src/agents/sandbox/runtime_session_manager.py x: 3 # contributors y: 1147 line churn mkdocs.yml x: 14 # contributors y: 890 line churn src/agents/models/chatcmpl_converter.py x: 23 # contributors y: 1567 line churn .github/scripts/verify_release.py x: 1 # contributors y: 70 line churn src/agents/apply_diff.py x: 6 # contributors y: 489 line churn src/agents/voice/model.py x: 8 # contributors y: 829 line churn src/agents/tracing/span_data.py x: 13 # contributors y: 624 line churn src/agents/voice/workflow.py x: 7 # contributors y: 400 line churn src/agents/sandbox/session/dependencies.py x: 3 # contributors y: 297 line churn src/agents/items.py x: 21 # contributors y: 1056 line churn src/agents/models/openai_provider.py x: 14 # contributors y: 526 line churn src/agents/extensions/visualization.py x: 10 # contributors y: 824 line churn .agents/skills/implementation-final-review/scripts/review_protocol.py x: 1 # contributors y: 1509 line churn .agents/skills/implementation-final-review/scripts/review_state.py x: 1 # contributors y: 892 line churn .agents/skills/implementation-kickoff/scripts/validate_handoff.py x: 1 # contributors y: 310 line churn src/agents/realtime/agent.py x: 7 # contributors y: 182 line churn src/agents/realtime/model_events.py x: 3 # contributors y: 319 line churn src/agents/exceptions.py x: 6 # contributors y: 619 line churn src/agents/testing/model.py x: 2 # contributors y: 1250 line churn src/agents/extensions/experimental/hosted_multi_agent/model.py x: 1 # contributors y: 975 line churn src/agents/sandbox/__init__.py x: 4 # contributors y: 70 line churn src/agents/models/multi_provider.py x: 7 # contributors y: 303 line churn src/agents/realtime/audio_formats.py x: 3 # contributors y: 76 line churn src/agents/agent_tool_state.py x: 1 # contributors y: 392 line churn src/agents/voice/input.py x: 11 # contributors y: 428 line churn src/agents/mcp/_compat.py x: 1 # contributors y: 235 line churn src/agents/models/_retry_runtime.py x: 1 # contributors y: 183 line churn src/agents/realtime/config.py x: 8 # contributors y: 497 line churn src/agents/extensions/sandbox/blaxel/mounts.py x: 3 # contributors y: 861 line churn src/agents/extensions/sandbox/modal/mounts.py x: 2 # contributors y: 210 line churn src/agents/extensions/sandbox/runloop/mounts.py x: 3 # contributors y: 341 line churn src/agents/extensions/sandbox/vercel/mounts.py x: 1 # contributors y: 661 line churn src/agents/sandbox/_mount_security.py x: 1 # contributors y: 2760 line churn src/agents/sandbox/entries/mounts/patterns.py x: 3 # contributors y: 1116 line churn src/agents/sandbox/session/sandbox_client.py x: 2 # contributors y: 309 line churn src/agents/sandbox/session/sandbox_session_state.py x: 2 # contributors y: 539 line churn src/agents/run_internal/oai_conversation.py x: 4 # contributors y: 984 line churn src/agents/retry.py x: 3 # contributors y: 494 line churn .github/scripts/check_optional_truthiness.py x: 1 # contributors y: 544 line churn src/agents/extensions/experimental/codex/codex.py x: 1 # contributors y: 105 line churn src/agents/sandbox/snapshot.py x: 3 # contributors y: 265 line churn src/agents/sandbox/snapshot_defaults.py x: 3 # contributors y: 121 line churn src/agents/tracing/create.py x: 10 # contributors y: 630 line churn src/agents/models/chatcmpl_helpers.py x: 6 # contributors y: 180 line churn src/agents/tracing/traces.py x: 8 # contributors y: 440 line churn src/agents/tracing/spans.py x: 10 # contributors y: 193 line churn src/agents/agent_output.py x: 12 # contributors y: 172 line churn src/agents/realtime/handoffs.py x: 10 # contributors y: 252 line churn src/agents/util/_json.py x: 8 # contributors y: 221 line churn src/agents/voice/utils.py x: 6 # contributors y: 157 line churn src/agents/voice/models/openai_tts.py x: 5 # contributors y: 219 line churn src/agents/guardrail.py x: 12 # contributors y: 85 line churn src/agents/extensions/tool_output_trimmer.py x: 5 # contributors y: 664 line churn src/agents/realtime/_default_tracker.py x: 3 # contributors y: 107 line churn .agents/skills/sensitive-logging-audit/scripts/inventory_logging.py x: 1 # contributors y: 360 line churn src/agents/_config.py x: 6 # contributors y: 80 line churn .github/scripts/update_rclone_pin.py x: 1 # contributors y: 420 line churn src/agents/extensions/handoff_filters.py x: 9 # contributors y: 61 line churn src/agents/util/_transforms.py x: 6 # contributors y: 97 line churn src/agents/mcp/__init__.py x: 5 # contributors y: 158 line churn src/agents/extensions/memory/__init__.py x: 8 # contributors y: 278 line churn src/agents/sandbox/session/archive_extraction.py x: 3 # contributors y: 537 line churn src/agents/stream_events.py x: 5 # contributors y: 16 line churn src/agents/tracing/__init__.py x: 8 # contributors y: 115 line churn src/agents/util/_types.py x: 5 # contributors y: 39 line churn src/agents/voice/events.py x: 5 # contributors y: 198 line churn src/agents/voice/exceptions.py x: 4 # contributors y: 32 line churn src/agents/util/_coro.py x: 4 # contributors y: 10 line churn
7555.0
line churn
  min: 1.0
  average: 558.15
  25th percentile: 62.0
  median: 208.0
  75th percentile: 628.5
  max: 7555.0
0 42.0
# contributors
min: 1.0 | average: 4.9 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 6.0 | max: 42.0

File Size vs. Line Churn: 345 points

src/agents/result.py x: 883 lines of code y: 1499 line churn src/agents/run.py x: 2405 lines of code y: 6961 line churn src/agents/run_internal/agent_runner_helpers.py x: 545 lines of code y: 767 line churn src/agents/run_internal/blocked_output.py x: 768 lines of code y: 913 line churn src/agents/run_internal/items.py x: 928 lines of code y: 1293 line churn src/agents/run_internal/run_loop.py x: 2632 lines of code y: 4621 line churn src/agents/run_internal/run_steps.py x: 153 lines of code y: 248 line churn src/agents/run_internal/session_persistence.py x: 1541 lines of code y: 2485 line churn src/agents/run_internal/tool_execution.py x: 2414 lines of code y: 3787 line churn src/agents/run_internal/tool_planning.py x: 1009 lines of code y: 1284 line churn src/agents/run_internal/turn_resolution.py x: 3602 lines of code y: 4879 line churn src/agents/run_state.py x: 4676 lines of code y: 7555 line churn src/agents/extensions/memory/redis_session.py x: 592 lines of code y: 994 line churn src/agents/tool.py x: 1964 lines of code y: 3588 line churn src/agents/sandbox/capabilities/tools/_input_errors.py x: 10 lines of code y: 13 line churn src/agents/sandbox/capabilities/tools/shell_tool.py x: 320 lines of code y: 397 line churn src/agents/sandbox/capabilities/tools/view_image.py x: 147 lines of code y: 202 line churn src/agents/function_schema.py x: 329 lines of code y: 377 line churn src/agents/tracing/provider.py x: 346 lines of code y: 627 line churn src/agents/tracing/scope.py x: 33 lines of code y: 20 line churn src/agents/sandbox/runtime.py x: 325 lines of code y: 406 line churn src/agents/tracing/context.py x: 126 lines of code y: 174 line churn src/agents/version.py x: 5 lines of code y: 6 line churn integration_tests/conftest.py x: 213 lines of code y: 268 line churn .github/scripts/release_automation.py x: 360 lines of code y: 1110 line churn src/agents/voice/models/openai_model_provider.py x: 84 lines of code y: 457 line churn src/agents/voice/models/openai_stt.py x: 570 lines of code y: 2296 line churn src/agents/strict_schema.py x: 433 lines of code y: 486 line churn src/agents/extensions/experimental/codex/codex_tool.py x: 1215 lines of code y: 1838 line churn src/agents/extensions/sandbox/cloudflare/sandbox.py x: 1541 lines of code y: 2180 line churn src/agents/extensions/sandbox/vercel/_network_policy.py x: 45 lines of code y: 63 line churn src/agents/mcp/server.py x: 1947 lines of code y: 4989 line churn src/agents/realtime/openai_realtime.py x: 1870 lines of code y: 3823 line churn src/agents/realtime/session.py x: 1841 lines of code y: 3326 line churn src/agents/repl.py x: 54 lines of code y: 107 line churn src/agents/sandbox/sandboxes/unix_local.py x: 1397 lines of code y: 1973 line churn src/agents/extensions/models/any_llm_model.py x: 1374 lines of code y: 1875 line churn src/agents/extensions/models/litellm_model.py x: 794 lines of code y: 1457 line churn src/agents/usage.py x: 337 lines of code 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7555.0
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  average: 558.15
  25th percentile: 62.0
  median: 208.0
  75th percentile: 628.5
  max: 7555.0
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