chore: add the tags returned by the service to the ai_guard span #9931

manuel-alvarez-alvarez · 2025-11-11T14:15:07Z

What Does This Do

Takes the evaluation tags receives from the AI Guard evaluation API and exposes them in the span tags.

Motivation

Additional Notes

Contributor Checklist

Format the title according the contribution guidelines
Assign the type: and (comp: or inst:) labels in addition to any useful labels
Don't use close, fix or any linking keywords when referencing an issue.
Use solves instead, and assign the PR milestone to the issue
Update the CODEOWNERS file on source file addition, move, or deletion
Update the public documentation in case of new configuration flag or behavior

Jira ticket: [PROJ-IDENT]

datadog-datadog-prod-us1 · 2025-11-11T14:31:46Z

🎯 Code Coverage
• Patch Coverage: 100.00%
• Total Coverage: 59.60% (-0.03%)

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🔗 Commit SHA: 61aa2a4 | Docs | Datadog PR Page | Was this helpful? Give us feedback!}

pr-commenter · 2025-11-11T15:01:14Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	malvarez/ai-guard-tags
git_commit_date	1762953680	1762955237
git_commit_sha	`5f0a539`	`61aa2a4`
release_version	1.56.0-SNAPSHOT~5f0a539095	1.56.0-SNAPSHOT~61aa2a432f

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1762957342	1762957342
ci_job_id	1229830608	1229830608
ci_pipeline_id	82084460	82084460
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-zfyrx7zua-project-304-concurrent-0-v1ousuj7 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-zfyrx7zua-project-304-concurrent-0-v1ousuj7 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module	Agent	Agent
parent	None	None

Summary

Found 0 performance improvements and 2 performance regressions! Performance is the same for 52 metrics, 11 unstable metrics.

scenario	Δ mean execution_time	candidate mean execution_time	baseline mean execution_time
scenario:startup:petclinic:appsec:Telemetry	worse [+372.491µs; +704.389µs] or [+4.666%; +8.823%]	8.522ms	7.983ms
scenario:startup:petclinic:tracing:Remote Config	worse [+23.131µs; +53.848µs] or [+3.414%; +7.946%]	716.129µs	677.639µs

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.05 s) : 0, 1050473
Total [baseline] (8.667 s) : 0, 8667097
Agent [candidate] (1.048 s) : 0, 1048391
Total [candidate] (8.662 s) : 0, 8662267
section iast
Agent [baseline] (1.189 s) : 0, 1188925
Total [baseline] (9.289 s) : 0, 9288902
Agent [candidate] (1.191 s) : 0, 1191078
Total [candidate] (9.316 s) : 0, 9316033

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.05 s	-
Agent	iast	1.189 s	138.452 ms (13.2%)
Total	tracing	8.667 s	-
Total	iast	9.289 s	621.806 ms (7.2%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.048 s	-
Agent	iast	1.191 s	142.688 ms (13.6%)
Total	tracing	8.662 s	-
Total	iast	9.316 s	653.766 ms (7.5%)

gantt
    title insecure-bank - break down per module: candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.453 ms) : 0, 1453
crashtracking [candidate] (1.449 ms) : 0, 1449
BytebuddyAgent [baseline] (705.587 ms) : 0, 705587
BytebuddyAgent [candidate] (705.727 ms) : 0, 705727
GlobalTracer [baseline] (249.428 ms) : 0, 249428
GlobalTracer [candidate] (246.121 ms) : 0, 246121
AppSec [baseline] (32.428 ms) : 0, 32428
AppSec [candidate] (32.232 ms) : 0, 32232
Debugger [baseline] (6.441 ms) : 0, 6441
Debugger [candidate] (6.367 ms) : 0, 6367
Remote Config [baseline] (683.019 µs) : 0, 683
Remote Config [candidate] (718.683 µs) : 0, 719
Telemetry [baseline] (14.749 ms) : 0, 14749
Telemetry [candidate] (16.744 ms) : 0, 16744
Flare Poller [baseline] (4.968 ms) : 0, 4968
Flare Poller [candidate] (4.342 ms) : 0, 4342
section iast
crashtracking [baseline] (1.464 ms) : 0, 1464
crashtracking [candidate] (1.473 ms) : 0, 1473
BytebuddyAgent [baseline] (834.551 ms) : 0, 834551
BytebuddyAgent [candidate] (837.365 ms) : 0, 837365
GlobalTracer [baseline] (238.205 ms) : 0, 238205
GlobalTracer [candidate] (236.155 ms) : 0, 236155
AppSec [baseline] (29.567 ms) : 0, 29567
AppSec [candidate] (28.235 ms) : 0, 28235
Debugger [baseline] (6.108 ms) : 0, 6108
Debugger [candidate] (6.084 ms) : 0, 6084
Remote Config [baseline] (610.307 µs) : 0, 610
Remote Config [candidate] (602.758 µs) : 0, 603
Telemetry [baseline] (8.022 ms) : 0, 8022
Telemetry [candidate] (8.449 ms) : 0, 8449
Flare Poller [baseline] (4.144 ms) : 0, 4144
Flare Poller [candidate] (4.072 ms) : 0, 4072
IAST [baseline] (31.367 ms) : 0, 31367
IAST [candidate] (33.463 ms) : 0, 33463

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.05 s) : 0, 1050046
Total [baseline] (10.761 s) : 0, 10761162
Agent [candidate] (1.048 s) : 0, 1048243
Total [candidate] (10.798 s) : 0, 10798200
section appsec
Agent [baseline] (1.227 s) : 0, 1226995
Total [baseline] (10.972 s) : 0, 10971537
Agent [candidate] (1.223 s) : 0, 1222986
Total [candidate] (10.876 s) : 0, 10875538
section iast
Agent [baseline] (1.199 s) : 0, 1199014
Total [baseline] (11.297 s) : 0, 11296964
Agent [candidate] (1.19 s) : 0, 1190048
Total [candidate] (11.202 s) : 0, 11202109
section profiling
Agent [baseline] (1.192 s) : 0, 1192446
Total [baseline] (10.92 s) : 0, 10920080
Agent [candidate] (1.197 s) : 0, 1196533
Total [candidate] (10.935 s) : 0, 10934969

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.05 s	-
Agent	appsec	1.227 s	176.949 ms (16.9%)
Agent	iast	1.199 s	148.968 ms (14.2%)
Agent	profiling	1.192 s	142.4 ms (13.6%)
Total	tracing	10.761 s	-
Total	appsec	10.972 s	210.374 ms (2.0%)
Total	iast	11.297 s	535.802 ms (5.0%)
Total	profiling	10.92 s	158.918 ms (1.5%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.048 s	-
Agent	appsec	1.223 s	174.742 ms (16.7%)
Agent	iast	1.19 s	141.804 ms (13.5%)
Agent	profiling	1.197 s	148.29 ms (14.1%)
Total	tracing	10.798 s	-
Total	appsec	10.876 s	77.337 ms (0.7%)
Total	iast	11.202 s	403.909 ms (3.7%)
Total	profiling	10.935 s	136.769 ms (1.3%)

gantt
    title petclinic - break down per module: candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.462 ms) : 0, 1462
crashtracking [candidate] (1.455 ms) : 0, 1455
BytebuddyAgent [baseline] (705.135 ms) : 0, 705135
BytebuddyAgent [candidate] (705.339 ms) : 0, 705339
GlobalTracer [baseline] (248.753 ms) : 0, 248753
GlobalTracer [candidate] (246.017 ms) : 0, 246017
AppSec [baseline] (32.371 ms) : 0, 32371
AppSec [candidate] (32.427 ms) : 0, 32427
Debugger [baseline] (6.412 ms) : 0, 6412
Debugger [candidate] (6.376 ms) : 0, 6376
Remote Config [baseline] (677.639 µs) : 0, 678
Remote Config [candidate] (716.129 µs) : 0, 716
Telemetry [baseline] (13.237 ms) : 0, 13237
Telemetry [candidate] (15.202 ms) : 0, 15202
Flare Poller [baseline] (7.284 ms) : 0, 7284
Flare Poller [candidate] (5.919 ms) : 0, 5919
section appsec
crashtracking [baseline] (1.462 ms) : 0, 1462
crashtracking [candidate] (1.464 ms) : 0, 1464
BytebuddyAgent [baseline] (730.933 ms) : 0, 730933
BytebuddyAgent [candidate] (729.67 ms) : 0, 729670
GlobalTracer [baseline] (241.41 ms) : 0, 241410
GlobalTracer [candidate] (237.906 ms) : 0, 237906
AppSec [baseline] (174.778 ms) : 0, 174778
AppSec [candidate] (174.897 ms) : 0, 174897
Debugger [baseline] (6.121 ms) : 0, 6121
Debugger [candidate] (6.005 ms) : 0, 6005
Remote Config [baseline] (658.794 µs) : 0, 659
Remote Config [candidate] (643.081 µs) : 0, 643
Telemetry [baseline] (7.983 ms) : 0, 7983
Telemetry [candidate] (8.522 ms) : 0, 8522
Flare Poller [baseline] (3.922 ms) : 0, 3922
Flare Poller [candidate] (3.984 ms) : 0, 3984
IAST [baseline] (24.793 ms) : 0, 24793
IAST [candidate] (24.952 ms) : 0, 24952
section iast
crashtracking [baseline] (1.491 ms) : 0, 1491
crashtracking [candidate] (1.472 ms) : 0, 1472
BytebuddyAgent [baseline] (840.463 ms) : 0, 840463
BytebuddyAgent [candidate] (835.606 ms) : 0, 835606
GlobalTracer [baseline] (240.876 ms) : 0, 240876
GlobalTracer [candidate] (236.848 ms) : 0, 236848
AppSec [baseline] (29.791 ms) : 0, 29791
AppSec [candidate] (29.982 ms) : 0, 29982
Debugger [baseline] (6.212 ms) : 0, 6212
Debugger [candidate] (6.054 ms) : 0, 6054
Remote Config [baseline] (617.513 µs) : 0, 618
Remote Config [candidate] (600.034 µs) : 0, 600
Telemetry [baseline] (8.174 ms) : 0, 8174
Telemetry [candidate] (8.605 ms) : 0, 8605
Flare Poller [baseline] (4.145 ms) : 0, 4145
Flare Poller [candidate] (4.111 ms) : 0, 4111
IAST [baseline] (32.149 ms) : 0, 32149
IAST [candidate] (31.739 ms) : 0, 31739
section profiling
ProfilingAgent [baseline] (110.933 ms) : 0, 110933
ProfilingAgent [candidate] (111.864 ms) : 0, 111864
crashtracking [baseline] (1.443 ms) : 0, 1443
crashtracking [candidate] (1.446 ms) : 0, 1446
BytebuddyAgent [baseline] (728.969 ms) : 0, 728969
BytebuddyAgent [candidate] (729.892 ms) : 0, 729892
GlobalTracer [baseline] (221.671 ms) : 0, 221671
GlobalTracer [candidate] (223.17 ms) : 0, 223170
AppSec [baseline] (32.036 ms) : 0, 32036
AppSec [candidate] (32.389 ms) : 0, 32389
Debugger [baseline] (8.151 ms) : 0, 8151
Debugger [candidate] (9.109 ms) : 0, 9109
Remote Config [baseline] (717.773 µs) : 0, 718
Remote Config [candidate] (689.957 µs) : 0, 690
Telemetry [baseline] (14.511 ms) : 0, 14511
Telemetry [candidate] (13.892 ms) : 0, 13892
Flare Poller [baseline] (4.106 ms) : 0, 4106
Flare Poller [candidate] (4.223 ms) : 0, 4223
Profiling [baseline] (111.602 ms) : 0, 111602
Profiling [candidate] (112.541 ms) : 0, 112541

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	malvarez/ai-guard-tags
git_commit_date	1762953680	1762955237
git_commit_sha	`5f0a539`	`61aa2a4`
release_version	1.56.0-SNAPSHOT~5f0a539095	1.56.0-SNAPSHOT~61aa2a432f

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1762959007	1762959007
ci_job_id	1229830610	1229830610
ci_pipeline_id	82084460	82084460
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-zfyrx7zua-project-304-concurrent-0-jhcrbt3a 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-zfyrx7zua-project-304-concurrent-0-jhcrbt3a 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 3 performance improvements and 1 performance regressions! Performance is the same for 13 metrics, 19 unstable metrics.

scenario	Δ mean agg_http_req_duration_p50	Δ mean agg_http_req_duration_p95	Δ mean throughput	candidate mean agg_http_req_duration_p50	candidate mean agg_http_req_duration_p95	candidate mean throughput	baseline mean agg_http_req_duration_p50	baseline mean agg_http_req_duration_p95	baseline mean throughput
scenario:load:insecure-bank:profiling:high_load	worse [+53.570µs; +158.614µs] or [+3.382%; +10.015%]	unstable [+106.633µs; +1041.110µs] or [+2.361%; +23.049%]	unstable [-468.865op/s; +108.115op/s] or [-20.122%; +4.640%]	1.690ms	5.091ms	2149.781op/s	1.584ms	4.517ms	2330.156op/s
scenario:load:insecure-bank:iast_GLOBAL:high_load	better [-190.210µs; -72.749µs] or [-6.762%; -2.586%]	same [-290.533µs; +176.171µs] or [-3.695%; +2.241%]	unstable [-123.622op/s; +185.497op/s] or [-9.578%; +14.372%]	2.682ms	7.805ms	1321.594op/s	2.813ms	7.862ms	1290.656op/s
scenario:load:petclinic:code_origins:high_load	better [-1.577ms; -0.738ms] or [-8.671%; -4.055%]	better [-2.225ms; -0.942ms] or [-7.499%; -3.174%]	unstable [-13.119op/s; +45.306op/s] or [-5.201%; +17.963%]	17.031ms	28.091ms	268.312op/s	18.189ms	29.675ms	252.219op/s

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095
    dateFormat X
    axisFormat %s
section baseline
no_agent (18.451 ms) : 18260, 18641
.   : milestone, 18451,
appsec (18.743 ms) : 18551, 18935
.   : milestone, 18743,
code_origins (18.507 ms) : 18318, 18695
.   : milestone, 18507,
iast (18.023 ms) : 17841, 18206
.   : milestone, 18023,
profiling (18.504 ms) : 18320, 18687
.   : milestone, 18504,
tracing (17.747 ms) : 17572, 17923
.   : milestone, 17747,
section candidate
no_agent (18.341 ms) : 18155, 18528
.   : milestone, 18341,
appsec (18.624 ms) : 18437, 18811
.   : milestone, 18624,
code_origins (17.383 ms) : 17211, 17555
.   : milestone, 17383,
iast (17.719 ms) : 17538, 17900
.   : milestone, 17719,
profiling (18.637 ms) : 18455, 18820
.   : milestone, 18637,
tracing (17.564 ms) : 17388, 17740
.   : milestone, 17564,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.451 ms [18.26 ms, 18.641 ms]	-
appsec	18.743 ms [18.551 ms, 18.935 ms]	292.516 µs (1.6%)
code_origins	18.507 ms [18.318 ms, 18.695 ms]	56.031 µs (0.3%)
iast	18.023 ms [17.841 ms, 18.206 ms]	-427.306 µs (-2.3%)
profiling	18.504 ms [18.32 ms, 18.687 ms]	52.905 µs (0.3%)
tracing	17.747 ms [17.572 ms, 17.923 ms]	-703.229 µs (-3.8%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.341 ms [18.155 ms, 18.528 ms]	-
appsec	18.624 ms [18.437 ms, 18.811 ms]	282.532 µs (1.5%)
code_origins	17.383 ms [17.211 ms, 17.555 ms]	-958.277 µs (-5.2%)
iast	17.719 ms [17.538 ms, 17.9 ms]	-622.278 µs (-3.4%)
profiling	18.637 ms [18.455 ms, 18.82 ms]	295.823 µs (1.6%)
tracing	17.564 ms [17.388 ms, 17.74 ms]	-777.284 µs (-4.2%)

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.181 ms) : 1169, 1192
.   : milestone, 1181,
iast (3.175 ms) : 3136, 3215
.   : milestone, 3175,
iast_FULL (5.708 ms) : 5649, 5767
.   : milestone, 5708,
iast_GLOBAL (3.552 ms) : 3501, 3603
.   : milestone, 3552,
profiling (1.933 ms) : 1917, 1949
.   : milestone, 1933,
tracing (1.758 ms) : 1745, 1772
.   : milestone, 1758,
section candidate
no_agent (1.179 ms) : 1167, 1190
.   : milestone, 1179,
iast (3.184 ms) : 3136, 3231
.   : milestone, 3184,
iast_FULL (5.603 ms) : 5548, 5658
.   : milestone, 5603,
iast_GLOBAL (3.468 ms) : 3416, 3519
.   : milestone, 3468,
profiling (2.103 ms) : 2084, 2122
.   : milestone, 2103,
tracing (1.791 ms) : 1775, 1806
.   : milestone, 1791,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.181 ms [1.169 ms, 1.192 ms]	-
iast	3.175 ms [3.136 ms, 3.215 ms]	1.994 ms (168.9%)
iast_FULL	5.708 ms [5.649 ms, 5.767 ms]	4.527 ms (383.4%)
iast_GLOBAL	3.552 ms [3.501 ms, 3.603 ms]	2.371 ms (200.8%)
profiling	1.933 ms [1.917 ms, 1.949 ms]	751.985 µs (63.7%)
tracing	1.758 ms [1.745 ms, 1.772 ms]	577.548 µs (48.9%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.179 ms [1.167 ms, 1.19 ms]	-
iast	3.184 ms [3.136 ms, 3.231 ms]	2.005 ms (170.1%)
iast_FULL	5.603 ms [5.548 ms, 5.658 ms]	4.425 ms (375.4%)
iast_GLOBAL	3.468 ms [3.416 ms, 3.519 ms]	2.289 ms (194.2%)
profiling	2.103 ms [2.084 ms, 2.122 ms]	924.492 µs (78.4%)
tracing	1.791 ms [1.775 ms, 1.806 ms]	611.974 µs (51.9%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	malvarez/ai-guard-tags
git_commit_date	1762953680	1762955237
git_commit_sha	`5f0a539`	`61aa2a4`
release_version	1.56.0-SNAPSHOT~5f0a539095	1.56.0-SNAPSHOT~61aa2a432f

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1762957511	1762957511
ci_job_id	1229830611	1229830611
ci_pipeline_id	82084460	82084460
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-zfyrx7zua-project-304-concurrent-1-w0rolnql 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-zfyrx7zua-project-304-concurrent-1-w0rolnql 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 11 metrics, 1 unstable metrics.

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095
    dateFormat X
    axisFormat %s
section baseline
no_agent (14.665 s) : 14665000, 14665000
.   : milestone, 14665000,
appsec (14.834 s) : 14834000, 14834000
.   : milestone, 14834000,
iast (18.412 s) : 18412000, 18412000
.   : milestone, 18412000,
iast_GLOBAL (17.987 s) : 17987000, 17987000
.   : milestone, 17987000,
profiling (15.634 s) : 15634000, 15634000
.   : milestone, 15634000,
tracing (14.764 s) : 14764000, 14764000
.   : milestone, 14764000,
section candidate
no_agent (15.429 s) : 15429000, 15429000
.   : milestone, 15429000,
appsec (14.512 s) : 14512000, 14512000
.   : milestone, 14512000,
iast (18.355 s) : 18355000, 18355000
.   : milestone, 18355000,
iast_GLOBAL (18.288 s) : 18288000, 18288000
.   : milestone, 18288000,
profiling (15.615 s) : 15615000, 15615000
.   : milestone, 15615000,
tracing (14.724 s) : 14724000, 14724000
.   : milestone, 14724000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.665 s [14.665 s, 14.665 s]	-
appsec	14.834 s [14.834 s, 14.834 s]	169.0 ms (1.2%)
iast	18.412 s [18.412 s, 18.412 s]	3.747 s (25.6%)
iast_GLOBAL	17.987 s [17.987 s, 17.987 s]	3.322 s (22.7%)
profiling	15.634 s [15.634 s, 15.634 s]	969.0 ms (6.6%)
tracing	14.764 s [14.764 s, 14.764 s]	99.0 ms (0.7%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.429 s [15.429 s, 15.429 s]	-
appsec	14.512 s [14.512 s, 14.512 s]	-917.0 ms (-5.9%)
iast	18.355 s [18.355 s, 18.355 s]	2.926 s (19.0%)
iast_GLOBAL	18.288 s [18.288 s, 18.288 s]	2.859 s (18.5%)
profiling	15.615 s [15.615 s, 15.615 s]	186.0 ms (1.2%)
tracing	14.724 s [14.724 s, 14.724 s]	-705.0 ms (-4.6%)

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.56.0-SNAPSHOT~61aa2a432f, baseline=1.56.0-SNAPSHOT~5f0a539095
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.472 ms) : 1461, 1484
.   : milestone, 1472,
appsec (2.453 ms) : 2402, 2504
.   : milestone, 2453,
iast (2.201 ms) : 2137, 2265
.   : milestone, 2201,
iast_GLOBAL (2.247 ms) : 2183, 2311
.   : milestone, 2247,
profiling (2.061 ms) : 2009, 2114
.   : milestone, 2061,
tracing (2.023 ms) : 1974, 2073
.   : milestone, 2023,
section candidate
no_agent (1.476 ms) : 1465, 1488
.   : milestone, 1476,
appsec (3.725 ms) : 3507, 3943
.   : milestone, 3725,
iast (2.215 ms) : 2151, 2280
.   : milestone, 2215,
iast_GLOBAL (2.253 ms) : 2189, 2317
.   : milestone, 2253,
profiling (2.062 ms) : 2010, 2113
.   : milestone, 2062,
tracing (2.026 ms) : 1976, 2076
.   : milestone, 2026,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.472 ms [1.461 ms, 1.484 ms]	-
appsec	2.453 ms [2.402 ms, 2.504 ms]	980.541 µs (66.6%)
iast	2.201 ms [2.137 ms, 2.265 ms]	728.673 µs (49.5%)
iast_GLOBAL	2.247 ms [2.183 ms, 2.311 ms]	774.593 µs (52.6%)
profiling	2.061 ms [2.009 ms, 2.114 ms]	588.726 µs (40.0%)
tracing	2.023 ms [1.974 ms, 2.073 ms]	550.995 µs (37.4%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.476 ms [1.465 ms, 1.488 ms]	-
appsec	3.725 ms [3.507 ms, 3.943 ms]	2.249 ms (152.4%)
iast	2.215 ms [2.151 ms, 2.28 ms]	739.319 µs (50.1%)
iast_GLOBAL	2.253 ms [2.189 ms, 2.317 ms]	776.906 µs (52.6%)
profiling	2.062 ms [2.01 ms, 2.113 ms]	585.415 µs (39.7%)
tracing	2.026 ms [1.976 ms, 2.076 ms]	550.069 µs (37.3%)

manuel-alvarez-alvarez requested a review from a team as a code owner November 11, 2025 14:15

manuel-alvarez-alvarez requested review from jandro996 and sezen-datadog November 11, 2025 14:15

manuel-alvarez-alvarez added type: enhancement Enhancements and improvements tag: no release notes Changes to exclude from release notes comp: asm waf Application Security Management (WAF) labels Nov 11, 2025

manuel-alvarez-alvarez added 4 commits November 12, 2025 14:03

chore: add the tags returned by the service to the ai_guard span

301c926

Rename tag name to tags

e100df7

Move matching tags to meta struct

a6d1707

Rename to attack_categories

61aa2a4

manuel-alvarez-alvarez force-pushed the malvarez/ai-guard-tags branch from 1fa71e2 to 61aa2a4 Compare November 12, 2025 13:48

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chore: add the tags returned by the service to the ai_guard span #9931

chore: add the tags returned by the service to the ai_guard span #9931

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chore: add the tags returned by the service to the ai_guard span #9931

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manuel-alvarez-alvarez commented Nov 11, 2025

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