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Expose tag probabilities in SDK responses#11063

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gh-worker-dd-mergequeue-cf854d[bot] merged 3 commits intomasterfrom
malvarez/ai-guard-attach-tag-probabilities
Apr 10, 2026
Merged

Expose tag probabilities in SDK responses#11063
gh-worker-dd-mergequeue-cf854d[bot] merged 3 commits intomasterfrom
malvarez/ai-guard-attach-tag-probabilities

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@manuel-alvarez-alvarez manuel-alvarez-alvarez commented Apr 8, 2026 •
edited by atlassian bot
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What Does This Do

Attach tag probabilities dictionary to the AI Guard SDK responses.

Motivation

Additional Notes

Contributor Checklist

Jira ticket: APPSEC-61896

Note: Once your PR is ready to merge, add it to the merge queue by commenting /merge. /merge -c cancels the queue request. /merge -f --reason "reason" skips all merge queue checks; please use this judiciously, as some checks do not run at the PR-level. For more information, see this doc.

@manuel-alvarez-alvarez manuel-alvarez-alvarez requested a review from a team as a code owner April 8, 2026 09:29
@manuel-alvarez-alvarez manuel-alvarez-alvarez added type: enhancement Enhancements and improvements comp: asm waf Application Security Management (WAF) labels Apr 8, 2026
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Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master malvarez/ai-guard-attach-tag-probabilities
git_commit_date 1775720215 1775721789
git_commit_sha 68a2e63 843e8b3
release_version 1.62.0-SNAPSHOT~68a2e632a8 1.62.0-SNAPSHOT~843e8b3484
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1775723579 1775723579
ci_job_id 1580260923 1580260923
ci_pipeline_id 106824316 106824316
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-noatqhxo 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-noatqhxo 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 0 performance regressions! Performance is the same for 60 metrics, 11 unstable metrics.

Startup time reports for petclinic 
gantt
    title petclinic - global startup overhead: candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.066 s) : 0, 1066405
Total [baseline] (11.09 s) : 0, 11090019
Agent [candidate] (1.068 s) : 0, 1068378
Total [candidate] (11.152 s) : 0, 11152185
section appsec
Agent [baseline] (1.248 s) : 0, 1248422
Total [baseline] (11.188 s) : 0, 11188019
Agent [candidate] (1.254 s) : 0, 1253693
Total [candidate] (11.146 s) : 0, 11146394
section iast
Agent [baseline] (1.23 s) : 0, 1230193
Total [baseline] (11.346 s) : 0, 11345930
Agent [candidate] (1.225 s) : 0, 1224681
Total [candidate] (11.288 s) : 0, 11288162
section profiling
Agent [baseline] (1.186 s) : 0, 1185932
Total [baseline] (11.111 s) : 0, 11110627
Agent [candidate] (1.185 s) : 0, 1185402
Total [candidate] (11.072 s) : 0, 11072272
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.066 s -
Agent appsec 1.248 s 182.016 ms (17.1%)
Agent iast 1.23 s 163.788 ms (15.4%)
Agent profiling 1.186 s 119.526 ms (11.2%)
Total tracing 11.09 s -
Total appsec 11.188 s 98.0 ms (0.9%)
Total iast 11.346 s 255.911 ms (2.3%)
Total profiling 11.111 s 20.608 ms (0.2%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.068 s -
Agent appsec 1.254 s 185.314 ms (17.3%)
Agent iast 1.225 s 156.302 ms (14.6%)
Agent profiling 1.185 s 117.024 ms (11.0%)
Total tracing 11.152 s -
Total appsec 11.146 s -5.791 ms (-0.1%)
Total iast 11.288 s 135.977 ms (1.2%)
Total profiling 11.072 s -79.913 ms (-0.7%) 
gantt
    title petclinic - break down per module: candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.228 ms) : 0, 1228
crashtracking [candidate] (1.236 ms) : 0, 1236
BytebuddyAgent [baseline] (637.87 ms) : 0, 637870
BytebuddyAgent [candidate] (639.481 ms) : 0, 639481
AgentMeter [baseline] (29.613 ms) : 0, 29613
AgentMeter [candidate] (29.752 ms) : 0, 29752
GlobalTracer [baseline] (250.436 ms) : 0, 250436
GlobalTracer [candidate] (251.601 ms) : 0, 251601
AppSec [baseline] (32.21 ms) : 0, 32210
AppSec [candidate] (32.448 ms) : 0, 32448
Debugger [baseline] (60.276 ms) : 0, 60276
Debugger [candidate] (60.7 ms) : 0, 60700
Remote Config [baseline] (605.724 µs) : 0, 606
Remote Config [candidate] (604.741 µs) : 0, 605
Telemetry [baseline] (8.154 ms) : 0, 8154
Telemetry [candidate] (8.232 ms) : 0, 8232
Flare Poller [baseline] (9.814 ms) : 0, 9814
Flare Poller [candidate] (8.117 ms) : 0, 8117
section appsec
crashtracking [baseline] (1.226 ms) : 0, 1226
crashtracking [candidate] (1.23 ms) : 0, 1230
BytebuddyAgent [baseline] (662.351 ms) : 0, 662351
BytebuddyAgent [candidate] (666.22 ms) : 0, 666220
AgentMeter [baseline] (12.015 ms) : 0, 12015
AgentMeter [candidate] (12.005 ms) : 0, 12005
GlobalTracer [baseline] (248.815 ms) : 0, 248815
GlobalTracer [candidate] (249.297 ms) : 0, 249297
AppSec [baseline] (184.229 ms) : 0, 184229
AppSec [candidate] (185.076 ms) : 0, 185076
Debugger [baseline] (66.017 ms) : 0, 66017
Debugger [candidate] (66.123 ms) : 0, 66123
Remote Config [baseline] (593.915 µs) : 0, 594
Remote Config [candidate] (608.383 µs) : 0, 608
Telemetry [baseline] (8.7 ms) : 0, 8700
Telemetry [candidate] (8.564 ms) : 0, 8564
Flare Poller [baseline] (3.617 ms) : 0, 3617
Flare Poller [candidate] (3.583 ms) : 0, 3583
IAST [baseline] (24.557 ms) : 0, 24557
IAST [candidate] (24.594 ms) : 0, 24594
section iast
crashtracking [baseline] (1.232 ms) : 0, 1232
crashtracking [candidate] (1.222 ms) : 0, 1222
BytebuddyAgent [baseline] (806.633 ms) : 0, 806633
BytebuddyAgent [candidate] (802.088 ms) : 0, 802088
AgentMeter [baseline] (11.449 ms) : 0, 11449
AgentMeter [candidate] (11.409 ms) : 0, 11409
GlobalTracer [baseline] (240.085 ms) : 0, 240085
GlobalTracer [candidate] (239.024 ms) : 0, 239024
AppSec [baseline] (31.746 ms) : 0, 31746
AppSec [candidate] (30.974 ms) : 0, 30974
Debugger [baseline] (60.542 ms) : 0, 60542
Debugger [candidate] (59.699 ms) : 0, 59699
Remote Config [baseline] (1.087 ms) : 0, 1087
Remote Config [candidate] (2.334 ms) : 0, 2334
Telemetry [baseline] (11.779 ms) : 0, 11779
Telemetry [candidate] (11.167 ms) : 0, 11167
Flare Poller [baseline] (3.469 ms) : 0, 3469
Flare Poller [candidate] (3.438 ms) : 0, 3438
IAST [baseline] (25.987 ms) : 0, 25987
IAST [candidate] (27.338 ms) : 0, 27338
section profiling
crashtracking [baseline] (1.196 ms) : 0, 1196
crashtracking [candidate] (1.186 ms) : 0, 1186
BytebuddyAgent [baseline] (693.277 ms) : 0, 693277
BytebuddyAgent [candidate] (692.649 ms) : 0, 692649
AgentMeter [baseline] (9.121 ms) : 0, 9121
AgentMeter [candidate] (9.116 ms) : 0, 9116
GlobalTracer [baseline] (206.984 ms) : 0, 206984
GlobalTracer [candidate] (207.262 ms) : 0, 207262
AppSec [baseline] (32.339 ms) : 0, 32339
AppSec [candidate] (32.495 ms) : 0, 32495
Debugger [baseline] (65.5 ms) : 0, 65500
Debugger [candidate] (65.561 ms) : 0, 65561
Remote Config [baseline] (563.351 µs) : 0, 563
Remote Config [candidate] (574.446 µs) : 0, 574
Telemetry [baseline] (7.741 ms) : 0, 7741
Telemetry [candidate] (7.869 ms) : 0, 7869
Flare Poller [baseline] (3.547 ms) : 0, 3547
Flare Poller [candidate] (3.514 ms) : 0, 3514
ProfilingAgent [baseline] (94.122 ms) : 0, 94122
ProfilingAgent [candidate] (93.988 ms) : 0, 93988
Profiling [baseline] (94.697 ms) : 0, 94697
Profiling [candidate] (94.552 ms) : 0, 94552
Loading
Startup time reports for insecure-bank 
gantt
    title insecure-bank - global startup overhead: candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.061 s) : 0, 1060823
Total [baseline] (8.873 s) : 0, 8873173
Agent [candidate] (1.055 s) : 0, 1055046
Total [candidate] (8.839 s) : 0, 8838524
section iast
Agent [baseline] (1.225 s) : 0, 1224899
Total [baseline] (9.559 s) : 0, 9559026
Agent [candidate] (1.222 s) : 0, 1222376
Total [candidate] (9.566 s) : 0, 9565606
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.061 s -
Agent iast 1.225 s 164.075 ms (15.5%)
Total tracing 8.873 s -
Total iast 9.559 s 685.853 ms (7.7%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.055 s -
Agent iast 1.222 s 167.331 ms (15.9%)
Total tracing 8.839 s -
Total iast 9.566 s 727.082 ms (8.2%) 
gantt
    title insecure-bank - break down per module: candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.247 ms) : 0, 1247
crashtracking [candidate] (1.228 ms) : 0, 1228
BytebuddyAgent [baseline] (635.438 ms) : 0, 635438
BytebuddyAgent [candidate] (633.123 ms) : 0, 633123
AgentMeter [baseline] (29.343 ms) : 0, 29343
AgentMeter [candidate] (29.334 ms) : 0, 29334
GlobalTracer [baseline] (248.993 ms) : 0, 248993
GlobalTracer [candidate] (248.43 ms) : 0, 248430
AppSec [baseline] (32.043 ms) : 0, 32043
AppSec [candidate] (31.9 ms) : 0, 31900
Debugger [baseline] (59.134 ms) : 0, 59134
Debugger [candidate] (58.924 ms) : 0, 58924
Remote Config [baseline] (610.546 µs) : 0, 611
Remote Config [candidate] (602.621 µs) : 0, 603
Telemetry [baseline] (8.104 ms) : 0, 8104
Telemetry [candidate] (8.071 ms) : 0, 8071
Flare Poller [baseline] (9.66 ms) : 0, 9660
Flare Poller [candidate] (7.355 ms) : 0, 7355
section iast
crashtracking [baseline] (1.229 ms) : 0, 1229
crashtracking [candidate] (1.227 ms) : 0, 1227
BytebuddyAgent [baseline] (802.839 ms) : 0, 802839
BytebuddyAgent [candidate] (801.505 ms) : 0, 801505
AgentMeter [baseline] (11.366 ms) : 0, 11366
AgentMeter [candidate] (11.368 ms) : 0, 11368
GlobalTracer [baseline] (239.411 ms) : 0, 239411
GlobalTracer [candidate] (238.809 ms) : 0, 238809
AppSec [baseline] (30.931 ms) : 0, 30931
AppSec [candidate] (32.504 ms) : 0, 32504
Debugger [baseline] (60.898 ms) : 0, 60898
Debugger [candidate] (57.277 ms) : 0, 57277
Remote Config [baseline] (535.795 µs) : 0, 536
Remote Config [candidate] (1.134 ms) : 0, 1134
Telemetry [baseline] (12.141 ms) : 0, 12141
Telemetry [candidate] (13.349 ms) : 0, 13349
Flare Poller [baseline] (3.473 ms) : 0, 3473
Flare Poller [candidate] (3.404 ms) : 0, 3404
IAST [baseline] (25.783 ms) : 0, 25783
IAST [candidate] (25.744 ms) : 0, 25744
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master malvarez/ai-guard-attach-tag-probabilities
git_commit_date 1775720215 1775721789
git_commit_sha 68a2e63 843e8b3
release_version 1.62.0-SNAPSHOT~68a2e632a8 1.62.0-SNAPSHOT~843e8b3484
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1775724146 1775724146
ci_job_id 1580260924 1580260924
ci_pipeline_id 106824316 106824316
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-0-3i8018wp 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-0-3i8018wp 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 2 performance improvements and 0 performance regressions! Performance is the same for 17 metrics, 17 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:petclinic:iast:high_load better
[-1.487ms; -0.826ms] or [-7.949%; -4.415%]		 better
[-2.191ms; -0.834ms] or [-7.231%; -2.754%]		 unstable
[-8.249op/s; +38.562op/s] or [-3.376%; +15.784%]		 17.554ms 28.782ms 259.469op/s 18.711ms 30.294ms 244.312op/s
Request duration reports for insecure-bank 
gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.244 ms) : 1232, 1256
.   : milestone, 1244,
iast (3.404 ms) : 3356, 3452
.   : milestone, 3404,
iast_FULL (5.98 ms) : 5920, 6040
.   : milestone, 5980,
iast_GLOBAL (3.887 ms) : 3833, 3940
.   : milestone, 3887,
profiling (2.301 ms) : 2278, 2324
.   : milestone, 2301,
tracing (1.892 ms) : 1877, 1908
.   : milestone, 1892,
section candidate
no_agent (1.244 ms) : 1232, 1256
.   : milestone, 1244,
iast (3.293 ms) : 3246, 3340
.   : milestone, 3293,
iast_FULL (5.949 ms) : 5889, 6009
.   : milestone, 5949,
iast_GLOBAL (3.961 ms) : 3889, 4033
.   : milestone, 3961,
profiling (2.212 ms) : 2191, 2233
.   : milestone, 2212,
tracing (1.962 ms) : 1941, 1982
.   : milestone, 1962,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.244 ms [1.232 ms, 1.256 ms] -
iast 3.404 ms [3.356 ms, 3.452 ms] 2.16 ms (173.6%)
iast_FULL 5.98 ms [5.92 ms, 6.04 ms] 4.736 ms (380.7%)
iast_GLOBAL 3.887 ms [3.833 ms, 3.94 ms] 2.643 ms (212.4%)
profiling 2.301 ms [2.278 ms, 2.324 ms] 1.057 ms (85.0%)
tracing 1.892 ms [1.877 ms, 1.908 ms] 648.147 µs (52.1%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.244 ms [1.232 ms, 1.256 ms] -
iast 3.293 ms [3.246 ms, 3.34 ms] 2.049 ms (164.7%)
iast_FULL 5.949 ms [5.889 ms, 6.009 ms] 4.705 ms (378.2%)
iast_GLOBAL 3.961 ms [3.889 ms, 4.033 ms] 2.717 ms (218.4%)
profiling 2.212 ms [2.191 ms, 2.233 ms] 968.291 µs (77.8%)
tracing 1.962 ms [1.941 ms, 1.982 ms] 717.501 µs (57.7%)
Request duration reports for petclinic 
gantt
    title petclinic - request duration [CI 0.99] : candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8
    dateFormat X
    axisFormat %s
section baseline
no_agent (18.569 ms) : 18377, 18762
.   : milestone, 18569,
appsec (18.856 ms) : 18669, 19043
.   : milestone, 18856,
code_origins (18.019 ms) : 17837, 18200
.   : milestone, 18019,
iast (19.104 ms) : 18912, 19295
.   : milestone, 19104,
profiling (18.962 ms) : 18771, 19153
.   : milestone, 18962,
tracing (17.933 ms) : 17757, 18110
.   : milestone, 17933,
section candidate
no_agent (19.377 ms) : 19178, 19576
.   : milestone, 19377,
appsec (19.131 ms) : 18939, 19323
.   : milestone, 19131,
code_origins (18.129 ms) : 17953, 18304
.   : milestone, 18129,
iast (17.978 ms) : 17798, 18158
.   : milestone, 17978,
profiling (18.478 ms) : 18298, 18658
.   : milestone, 18478,
tracing (18.065 ms) : 17889, 18241
.   : milestone, 18065,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 18.569 ms [18.377 ms, 18.762 ms] -
appsec 18.856 ms [18.669 ms, 19.043 ms] 286.449 µs (1.5%)
code_origins 18.019 ms [17.837 ms, 18.2 ms] -550.776 µs (-3.0%)
iast 19.104 ms [18.912 ms, 19.295 ms] 534.327 µs (2.9%)
profiling 18.962 ms [18.771 ms, 19.153 ms] 392.205 µs (2.1%)
tracing 17.933 ms [17.757 ms, 18.11 ms] -636.023 µs (-3.4%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 19.377 ms [19.178 ms, 19.576 ms] -
appsec 19.131 ms [18.939 ms, 19.323 ms] -246.556 µs (-1.3%)
code_origins 18.129 ms [17.953 ms, 18.304 ms] -1.249 ms (-6.4%)
iast 17.978 ms [17.798 ms, 18.158 ms] -1.399 ms (-7.2%)
profiling 18.478 ms [18.298 ms, 18.658 ms] -899.654 µs (-4.6%)
tracing 18.065 ms [17.889 ms, 18.241 ms] -1.312 ms (-6.8%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master malvarez/ai-guard-attach-tag-probabilities
git_commit_date 1775720215 1775721789
git_commit_sha 68a2e63 843e8b3
release_version 1.62.0-SNAPSHOT~68a2e632a8 1.62.0-SNAPSHOT~843e8b3484
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1775723771 1775723771
ci_job_id 1580260925 1580260925
ci_pipeline_id 106824316 106824316
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-zwm6g9d9 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-zwm6g9d9 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 1 performance improvements and 0 performance regressions! Performance is the same for 11 metrics, 0 unstable metrics.

scenario Δ mean execution_time candidate mean execution_time baseline mean execution_time
scenario:dacapo:tomcat:appsec better
[-1.458ms; -1.110ms] or [-38.074%; -28.990%]		 2.545ms 3.830ms
Execution time for tomcat 
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.484 ms) : 1472, 1496
.   : milestone, 1484,
appsec (3.83 ms) : 3608, 4051
.   : milestone, 3830,
iast (2.267 ms) : 2197, 2336
.   : milestone, 2267,
iast_GLOBAL (2.31 ms) : 2240, 2380
.   : milestone, 2310,
profiling (2.095 ms) : 2040, 2151
.   : milestone, 2095,
tracing (2.075 ms) : 2021, 2128
.   : milestone, 2075,
section candidate
no_agent (1.484 ms) : 1473, 1496
.   : milestone, 1484,
appsec (2.545 ms) : 2490, 2601
.   : milestone, 2545,
iast (2.278 ms) : 2208, 2347
.   : milestone, 2278,
iast_GLOBAL (2.317 ms) : 2247, 2386
.   : milestone, 2317,
profiling (2.093 ms) : 2038, 2147
.   : milestone, 2093,
tracing (2.083 ms) : 2029, 2137
.   : milestone, 2083,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.484 ms [1.472 ms, 1.496 ms] -
appsec 3.83 ms [3.608 ms, 4.051 ms] 2.345 ms (158.0%)
iast 2.267 ms [2.197 ms, 2.336 ms] 782.737 µs (52.7%)
iast_GLOBAL 2.31 ms [2.24 ms, 2.38 ms] 826.022 µs (55.7%)
profiling 2.095 ms [2.04 ms, 2.151 ms] 611.141 µs (41.2%)
tracing 2.075 ms [2.021 ms, 2.128 ms] 590.699 µs (39.8%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.484 ms [1.473 ms, 1.496 ms] -
appsec 2.545 ms [2.49 ms, 2.601 ms] 1.061 ms (71.5%)
iast 2.278 ms [2.208 ms, 2.347 ms] 793.395 µs (53.5%)
iast_GLOBAL 2.317 ms [2.247 ms, 2.386 ms] 832.183 µs (56.1%)
profiling 2.093 ms [2.038 ms, 2.147 ms] 608.225 µs (41.0%)
tracing 2.083 ms [2.029 ms, 2.137 ms] 598.676 µs (40.3%)
Execution time for biojava 
gantt
    title biojava - execution time [CI 0.99] : candidate=1.62.0-SNAPSHOT~843e8b3484, baseline=1.62.0-SNAPSHOT~68a2e632a8
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.003 s) : 15003000, 15003000
.   : milestone, 15003000,
appsec (14.864 s) : 14864000, 14864000
.   : milestone, 14864000,
iast (18.213 s) : 18213000, 18213000
.   : milestone, 18213000,
iast_GLOBAL (17.974 s) : 17974000, 17974000
.   : milestone, 17974000,
profiling (14.852 s) : 14852000, 14852000
.   : milestone, 14852000,
tracing (14.621 s) : 14621000, 14621000
.   : milestone, 14621000,
section candidate
no_agent (15.368 s) : 15368000, 15368000
.   : milestone, 15368000,
appsec (14.758 s) : 14758000, 14758000
.   : milestone, 14758000,
iast (18.662 s) : 18662000, 18662000
.   : milestone, 18662000,
iast_GLOBAL (18.197 s) : 18197000, 18197000
.   : milestone, 18197000,
profiling (15.605 s) : 15605000, 15605000
.   : milestone, 15605000,
tracing (15.02 s) : 15020000, 15020000
.   : milestone, 15020000,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.003 s [15.003 s, 15.003 s] -
appsec 14.864 s [14.864 s, 14.864 s] -139.0 ms (-0.9%)
iast 18.213 s [18.213 s, 18.213 s] 3.21 s (21.4%)
iast_GLOBAL 17.974 s [17.974 s, 17.974 s] 2.971 s (19.8%)
profiling 14.852 s [14.852 s, 14.852 s] -151.0 ms (-1.0%)
tracing 14.621 s [14.621 s, 14.621 s] -382.0 ms (-2.5%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.368 s [15.368 s, 15.368 s] -
appsec 14.758 s [14.758 s, 14.758 s] -610.0 ms (-4.0%)
iast 18.662 s [18.662 s, 18.662 s] 3.294 s (21.4%)
iast_GLOBAL 18.197 s [18.197 s, 18.197 s] 2.829 s (18.4%)
profiling 15.605 s [15.605 s, 15.605 s] 237.0 ms (1.5%)
tracing 15.02 s [15.02 s, 15.02 s] -348.0 ms (-2.3%)

@manuel-alvarez-alvarez manuel-alvarez-alvarez added comp: ai-guard AI Guard and removed comp: asm waf Application Security Management (WAF) labels Apr 8, 2026
@manuel-alvarez-alvarez manuel-alvarez-alvarez changed the title feat(ai-guard): expose tag probabilities in SDK responses Expose tag probabilities in SDK responses Apr 9, 2026
@manuel-alvarez-alvarez manuel-alvarez-alvarez added this pull request to the merge queue Apr 10, 2026
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dd-octo-sts bot commented Apr 10, 2026

/merge

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gh-worker-devflow-routing-ef8351 bot commented Apr 10, 2026 •
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2026-04-10 07:38:20 UTC ℹ️ Start processing command /merge

2026-04-10 07:38:24 UTC ℹ️ MergeQueue: pull request added to the queue

The expected merge time in master is approximately 2h (p90).

2026-04-10 08:46:55 UTC ℹ️ MergeQueue: This merge request was merged

@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Apr 10, 2026
@gh-worker-dd-mergequeue-cf854d gh-worker-dd-mergequeue-cf854d bot merged commit 067d0d2 into master Apr 10, 2026
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@gh-worker-dd-mergequeue-cf854d gh-worker-dd-mergequeue-cf854d bot deleted the malvarez/ai-guard-attach-tag-probabilities branch April 10, 2026 08:46
@github-actions github-actions bot added this to the 1.62.0 milestone Apr 10, 2026
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@smola smola smola approved these changes

@jandro996 jandro996 Awaiting requested review from jandro996 jandro996 is a code owner automatically assigned from DataDog/asm-java

@daniel-romano-DD daniel-romano-DD Awaiting requested review from daniel-romano-DD daniel-romano-DD is a code owner automatically assigned from DataDog/asm-java

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comp: ai-guard AI Guard type: enhancement Enhancements and improvements

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