Skip to content

Add architecture and high-level design documentation#10627

Merged
gh-worker-dd-mergequeue-cf854d[bot] merged 15 commits intomasterfrom
bbujon/ci
Feb 20, 2026
Merged

Add architecture and high-level design documentation#10627
gh-worker-dd-mergequeue-cf854d[bot] merged 15 commits intomasterfrom
bbujon/ci

Conversation

@PerfectSlayer
Copy link
Contributor

@PerfectSlayer PerfectSlayer commented Feb 18, 2026 •
edited
Loading

What Does This Do

This PR adds architecture and design documentation.

Motivation

Motivation come from this article: https://matklad.github.io/2021/02/06/ARCHITECTURE.md.html
Yes, it will help with AI and LLM, but I expect it to help new comers and first time contributors first and foremost.

Additional Notes

The content was "AI generated" in a sense of I asked the sections I wanted to have, reviewed the content, iterated on key topics I wanted to addressed, and trim what was not relevant. It should show from the English that will be more grammatically correct compared to what I could type. I'm a bit sad having to leverage this kind of tool for sharing knowledge but the past three years are proof that I haven’t managed to do it on my own.

I'm happy to discuss both the content (if something is missing, if something does not have its place here) and the form (is the ARCHITECTURE.md file the right format for? or should we move it to /docs). I tried to insert as many references as possible to the other documents to help with discovery.

Contributor Checklist

Jira ticket: [APMSP-2636]

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.

@PerfectSlayer PerfectSlayer requested a review from a team as a code owner February 18, 2026 17:07
@PerfectSlayer PerfectSlayer requested a review from dougqh February 18, 2026 17:07
@PerfectSlayer PerfectSlayer added type: enhancement Enhancements and improvements type: documentation tag: no release notes Changes to exclude from release notes labels Feb 18, 2026
@PerfectSlayer PerfectSlayer changed the title Bbujon/ci Add architecture and high-level design documentation Feb 18, 2026
@PerfectSlayer PerfectSlayer added tag: ai generated Largely based on code generated by an AI or LLM and removed type: enhancement Enhancements and improvements labels Feb 18, 2026
@pr-commenter
Copy link

pr-commenter bot commented Feb 18, 2026 •
edited
Loading

Benchmarks

⚠️ Warning: Baseline build not found for merge-base commit. Comparing against the latest commit on master instead.

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master bbujon/ci
git_commit_date 1771513426 1771519001
git_commit_sha 5418feb 514ce92
release_version 1.60.0-SNAPSHOT~5418feb23a 1.60.0-SNAPSHOT~514ce9250a
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1771520781 1771520781
ci_job_id 1440173751 1440173751
ci_pipeline_id 97615528 97615528
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-eqrmvqe3 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-eqrmvqe3 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 62 metrics, 9 unstable metrics.

Startup time reports for petclinic 
gantt
    title petclinic - global startup overhead: candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.075 s) : 0, 1074665
Total [baseline] (11.01 s) : 0, 11009537
Agent [candidate] (1.064 s) : 0, 1064291
Total [candidate] (10.93 s) : 0, 10929552
section appsec
Agent [baseline] (1.24 s) : 0, 1239995
Total [baseline] (11.096 s) : 0, 11095505
Agent [candidate] (1.24 s) : 0, 1240317
Total [candidate] (11.11 s) : 0, 11110080
section iast
Agent [baseline] (1.232 s) : 0, 1231820
Total [baseline] (11.272 s) : 0, 11271901
Agent [candidate] (1.237 s) : 0, 1237092
Total [candidate] (11.345 s) : 0, 11345348
section profiling
Agent [baseline] (1.2 s) : 0, 1200392
Total [baseline] (11.047 s) : 0, 11046815
Agent [candidate] (1.202 s) : 0, 1201521
Total [candidate] (11.141 s) : 0, 11141207
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.075 s -
Agent appsec 1.24 s 165.33 ms (15.4%)
Agent iast 1.232 s 157.155 ms (14.6%)
Agent profiling 1.2 s 125.727 ms (11.7%)
Total tracing 11.01 s -
Total appsec 11.096 s 85.968 ms (0.8%)
Total iast 11.272 s 262.364 ms (2.4%)
Total profiling 11.047 s 37.278 ms (0.3%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.064 s -
Agent appsec 1.24 s 176.025 ms (16.5%)
Agent iast 1.237 s 172.801 ms (16.2%)
Agent profiling 1.202 s 137.229 ms (12.9%)
Total tracing 10.93 s -
Total appsec 11.11 s 180.528 ms (1.7%)
Total iast 11.345 s 415.797 ms (3.8%)
Total profiling 11.141 s 211.655 ms (1.9%) 
gantt
    title petclinic - break down per module: candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.205 ms) : 0, 1205
crashtracking [candidate] (1.189 ms) : 0, 1189
BytebuddyAgent [baseline] (633.899 ms) : 0, 633899
BytebuddyAgent [candidate] (627.53 ms) : 0, 627530
AgentMeter [baseline] (29.456 ms) : 0, 29456
AgentMeter [candidate] (29.121 ms) : 0, 29121
GlobalTracer [baseline] (259.766 ms) : 0, 259766
GlobalTracer [candidate] (257.894 ms) : 0, 257894
AppSec [baseline] (33.463 ms) : 0, 33463
AppSec [candidate] (32.975 ms) : 0, 32975
Debugger [baseline] (63.574 ms) : 0, 63574
Debugger [candidate] (64.527 ms) : 0, 64527
Remote Config [baseline] (641.028 µs) : 0, 641
Remote Config [candidate] (632.458 µs) : 0, 632
Telemetry [baseline] (12.564 ms) : 0, 12564
Telemetry [candidate] (10.625 ms) : 0, 10625
Flare Poller [baseline] (3.796 ms) : 0, 3796
Flare Poller [candidate] (3.774 ms) : 0, 3774
section appsec
crashtracking [baseline] (1.189 ms) : 0, 1189
crashtracking [candidate] (1.213 ms) : 0, 1213
BytebuddyAgent [baseline] (657.902 ms) : 0, 657902
BytebuddyAgent [candidate] (658.123 ms) : 0, 658123
AgentMeter [baseline] (11.994 ms) : 0, 11994
AgentMeter [candidate] (11.974 ms) : 0, 11974
GlobalTracer [baseline] (258.36 ms) : 0, 258360
GlobalTracer [candidate] (258.705 ms) : 0, 258705
IAST [baseline] (25.404 ms) : 0, 25404
IAST [candidate] (25.498 ms) : 0, 25498
AppSec [baseline] (168.177 ms) : 0, 168177
AppSec [candidate] (169.448 ms) : 0, 169448
Debugger [baseline] (67.166 ms) : 0, 67166
Debugger [candidate] (65.684 ms) : 0, 65684
Remote Config [baseline] (636.602 µs) : 0, 637
Remote Config [candidate] (640.165 µs) : 0, 640
Telemetry [baseline] (9.459 ms) : 0, 9459
Telemetry [candidate] (9.352 ms) : 0, 9352
Flare Poller [baseline] (3.697 ms) : 0, 3697
Flare Poller [candidate] (3.66 ms) : 0, 3660
section iast
crashtracking [baseline] (1.184 ms) : 0, 1184
crashtracking [candidate] (1.205 ms) : 0, 1205
BytebuddyAgent [baseline] (795.5 ms) : 0, 795500
BytebuddyAgent [candidate] (798.108 ms) : 0, 798108
AgentMeter [baseline] (11.307 ms) : 0, 11307
AgentMeter [candidate] (11.364 ms) : 0, 11364
GlobalTracer [baseline] (248.124 ms) : 0, 248124
GlobalTracer [candidate] (248.819 ms) : 0, 248819
IAST [baseline] (27.017 ms) : 0, 27017
IAST [candidate] (27.027 ms) : 0, 27027
AppSec [baseline] (33.807 ms) : 0, 33807
AppSec [candidate] (32.329 ms) : 0, 32329
Debugger [baseline] (66.252 ms) : 0, 66252
Debugger [candidate] (69.195 ms) : 0, 69195
Remote Config [baseline] (527.776 µs) : 0, 528
Remote Config [candidate] (548.111 µs) : 0, 548
Telemetry [baseline] (8.63 ms) : 0, 8630
Telemetry [candidate] (8.796 ms) : 0, 8796
Flare Poller [baseline] (3.457 ms) : 0, 3457
Flare Poller [candidate] (3.559 ms) : 0, 3559
section profiling
crashtracking [baseline] (1.195 ms) : 0, 1195
crashtracking [candidate] (1.188 ms) : 0, 1188
BytebuddyAgent [baseline] (688.275 ms) : 0, 688275
BytebuddyAgent [candidate] (687.962 ms) : 0, 687962
AgentMeter [baseline] (8.646 ms) : 0, 8646
AgentMeter [candidate] (8.611 ms) : 0, 8611
GlobalTracer [baseline] (217.749 ms) : 0, 217749
GlobalTracer [candidate] (217.35 ms) : 0, 217350
AppSec [baseline] (32.758 ms) : 0, 32758
AppSec [candidate] (32.84 ms) : 0, 32840
Debugger [baseline] (67.466 ms) : 0, 67466
Debugger [candidate] (68.12 ms) : 0, 68120
Remote Config [baseline] (638.918 µs) : 0, 639
Remote Config [candidate] (644.996 µs) : 0, 645
Telemetry [baseline] (9.016 ms) : 0, 9016
Telemetry [candidate] (9.023 ms) : 0, 9023
Flare Poller [baseline] (3.769 ms) : 0, 3769
Flare Poller [candidate] (3.791 ms) : 0, 3791
ProfilingAgent [baseline] (99.685 ms) : 0, 99685
ProfilingAgent [candidate] (100.86 ms) : 0, 100860
Profiling [baseline] (100.268 ms) : 0, 100268
Profiling [candidate] (101.44 ms) : 0, 101440
Loading
Startup time reports for insecure-bank 
gantt
    title insecure-bank - global startup overhead: candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.071 s) : 0, 1070596
Total [baseline] (8.777 s) : 0, 8777174
Agent [candidate] (1.061 s) : 0, 1061128
Total [candidate] (8.747 s) : 0, 8746659
section iast
Agent [baseline] (1.232 s) : 0, 1231680
Total [baseline] (9.426 s) : 0, 9425909
Agent [candidate] (1.231 s) : 0, 1231198
Total [candidate] (9.4 s) : 0, 9400235
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.071 s -
Agent iast 1.232 s 161.084 ms (15.0%)
Total tracing 8.777 s -
Total iast 9.426 s 648.736 ms (7.4%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.061 s -
Agent iast 1.231 s 170.07 ms (16.0%)
Total tracing 8.747 s -
Total iast 9.4 s 653.576 ms (7.5%) 
gantt
    title insecure-bank - break down per module: candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.208 ms) : 0, 1208
crashtracking [candidate] (1.183 ms) : 0, 1183
BytebuddyAgent [baseline] (630.951 ms) : 0, 630951
BytebuddyAgent [candidate] (625.421 ms) : 0, 625421
AgentMeter [baseline] (29.271 ms) : 0, 29271
AgentMeter [candidate] (28.953 ms) : 0, 28953
GlobalTracer [baseline] (259.284 ms) : 0, 259284
GlobalTracer [candidate] (257.423 ms) : 0, 257423
AppSec [baseline] (33.247 ms) : 0, 33247
AppSec [candidate] (32.834 ms) : 0, 32834
Debugger [baseline] (65.934 ms) : 0, 65934
Debugger [candidate] (65.246 ms) : 0, 65246
Remote Config [baseline] (617.598 µs) : 0, 618
Remote Config [candidate] (613.333 µs) : 0, 613
Telemetry [baseline] (9.951 ms) : 0, 9951
Telemetry [candidate] (9.73 ms) : 0, 9730
Flare Poller [baseline] (3.782 ms) : 0, 3782
Flare Poller [candidate] (3.727 ms) : 0, 3727
section iast
crashtracking [baseline] (1.203 ms) : 0, 1203
crashtracking [candidate] (1.195 ms) : 0, 1195
BytebuddyAgent [baseline] (795.837 ms) : 0, 795837
BytebuddyAgent [candidate] (795.183 ms) : 0, 795183
AgentMeter [baseline] (11.314 ms) : 0, 11314
AgentMeter [candidate] (11.335 ms) : 0, 11335
GlobalTracer [baseline] (248.442 ms) : 0, 248442
GlobalTracer [candidate] (248.403 ms) : 0, 248403
IAST [baseline] (26.939 ms) : 0, 26939
IAST [candidate] (26.984 ms) : 0, 26984
AppSec [baseline] (31.202 ms) : 0, 31202
AppSec [candidate] (33.155 ms) : 0, 33155
Debugger [baseline] (68.086 ms) : 0, 68086
Debugger [candidate] (66.29 ms) : 0, 66290
Remote Config [baseline] (545.56 µs) : 0, 546
Remote Config [candidate] (537.975 µs) : 0, 538
Telemetry [baseline] (8.685 ms) : 0, 8685
Telemetry [candidate] (8.64 ms) : 0, 8640
Flare Poller [baseline] (3.454 ms) : 0, 3454
Flare Poller [candidate] (3.429 ms) : 0, 3429
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master bbujon/ci
git_commit_date 1771513426 1771519001
git_commit_sha 5418feb 514ce92
release_version 1.60.0-SNAPSHOT~5418feb23a 1.60.0-SNAPSHOT~514ce9250a
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1771521261 1771521261
ci_job_id 1440173754 1440173754
ci_pipeline_id 97615528 97615528
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-xpbi5yb9 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-xpbi5yb9 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 4 performance regressions! Performance is the same for 16 metrics, 16 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:iast_FULL:high_load worse
[+172.336µs; +456.138µs] or [+3.496%; +9.254%]		 worse
[+331.120µs; +1043.171µs] or [+2.803%; +8.830%]		 unstable
[-126.310op/s; +47.185op/s] or [-15.326%; +5.725%]		 5.244ms 12.501ms 784.594op/s 4.929ms 11.814ms 824.156op/s
scenario:load:petclinic:profiling:high_load worse
[+0.524ms; +1.512ms] or [+2.823%; +8.150%]		 worse
[+0.608ms; +2.505ms] or [+2.062%; +8.490%]		 unstable
[-42.276op/s; +14.651op/s] or [-16.970%; +5.881%]		 19.569ms 31.066ms 235.312op/s 18.551ms 29.510ms 249.125op/s
Request duration reports for insecure-bank 
gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.178 ms) : 1167, 1190
.   : milestone, 1178,
iast (3.183 ms) : 3144, 3222
.   : milestone, 3183,
iast_FULL (5.608 ms) : 5553, 5662
.   : milestone, 5608,
iast_GLOBAL (3.561 ms) : 3507, 3616
.   : milestone, 3561,
profiling (2.291 ms) : 2268, 2314
.   : milestone, 2291,
tracing (1.776 ms) : 1761, 1791
.   : milestone, 1776,
section candidate
no_agent (1.182 ms) : 1170, 1194
.   : milestone, 1182,
iast (3.08 ms) : 3039, 3120
.   : milestone, 3080,
iast_FULL (5.894 ms) : 5834, 5954
.   : milestone, 5894,
iast_GLOBAL (3.592 ms) : 3530, 3654
.   : milestone, 3592,
profiling (2.172 ms) : 2153, 2192
.   : milestone, 2172,
tracing (1.814 ms) : 1798, 1831
.   : milestone, 1814,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.178 ms [1.167 ms, 1.19 ms] -
iast 3.183 ms [3.144 ms, 3.222 ms] 2.005 ms (170.2%)
iast_FULL 5.608 ms [5.553 ms, 5.662 ms] 4.43 ms (376.0%)
iast_GLOBAL 3.561 ms [3.507 ms, 3.616 ms] 2.383 ms (202.3%)
profiling 2.291 ms [2.268 ms, 2.314 ms] 1.113 ms (94.5%)
tracing 1.776 ms [1.761 ms, 1.791 ms] 598.316 µs (50.8%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.182 ms [1.17 ms, 1.194 ms] -
iast 3.08 ms [3.039 ms, 3.12 ms] 1.898 ms (160.6%)
iast_FULL 5.894 ms [5.834 ms, 5.954 ms] 4.712 ms (398.7%)
iast_GLOBAL 3.592 ms [3.53 ms, 3.654 ms] 2.41 ms (203.9%)
profiling 2.172 ms [2.153 ms, 2.192 ms] 990.444 µs (83.8%)
tracing 1.814 ms [1.798 ms, 1.831 ms] 632.418 µs (53.5%)
Request duration reports for petclinic 
gantt
    title petclinic - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a
    dateFormat X
    axisFormat %s
section baseline
no_agent (17.225 ms) : 17052, 17398
.   : milestone, 17225,
appsec (18.462 ms) : 18275, 18648
.   : milestone, 18462,
code_origins (17.722 ms) : 17545, 17898
.   : milestone, 17722,
iast (17.639 ms) : 17465, 17813
.   : milestone, 17639,
profiling (18.732 ms) : 18545, 18919
.   : milestone, 18732,
tracing (17.442 ms) : 17269, 17614
.   : milestone, 17442,
section candidate
no_agent (18.107 ms) : 17924, 18289
.   : milestone, 18107,
appsec (18.535 ms) : 18349, 18721
.   : milestone, 18535,
code_origins (17.653 ms) : 17478, 17828
.   : milestone, 17653,
iast (17.647 ms) : 17471, 17823
.   : milestone, 17647,
profiling (19.843 ms) : 19646, 20041
.   : milestone, 19843,
tracing (17.682 ms) : 17506, 17858
.   : milestone, 17682,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 17.225 ms [17.052 ms, 17.398 ms] -
appsec 18.462 ms [18.275 ms, 18.648 ms] 1.236 ms (7.2%)
code_origins 17.722 ms [17.545 ms, 17.898 ms] 496.383 µs (2.9%)
iast 17.639 ms [17.465 ms, 17.813 ms] 413.668 µs (2.4%)
profiling 18.732 ms [18.545 ms, 18.919 ms] 1.507 ms (8.7%)
tracing 17.442 ms [17.269 ms, 17.614 ms] 216.367 µs (1.3%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 18.107 ms [17.924 ms, 18.289 ms] -
appsec 18.535 ms [18.349 ms, 18.721 ms] 428.519 µs (2.4%)
code_origins 17.653 ms [17.478 ms, 17.828 ms] -453.718 µs (-2.5%)
iast 17.647 ms [17.471 ms, 17.823 ms] -459.502 µs (-2.5%)
profiling 19.843 ms [19.646 ms, 20.041 ms] 1.737 ms (9.6%)
tracing 17.682 ms [17.506 ms, 17.858 ms] -424.556 µs (-2.3%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master bbujon/ci
git_commit_date 1771513426 1771519001
git_commit_sha 5418feb 514ce92
release_version 1.60.0-SNAPSHOT~5418feb23a 1.60.0-SNAPSHOT~514ce9250a
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1771520991 1771520991
ci_job_id 1440173756 1440173756
ci_pipeline_id 97615528 97615528
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-wbz0ej4y 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-wbz0ej4y 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 10 metrics, 2 unstable metrics.

Execution time for biojava 
gantt
    title biojava - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.335 s) : 15335000, 15335000
.   : milestone, 15335000,
appsec (14.959 s) : 14959000, 14959000
.   : milestone, 14959000,
iast (18.558 s) : 18558000, 18558000
.   : milestone, 18558000,
iast_GLOBAL (18.027 s) : 18027000, 18027000
.   : milestone, 18027000,
profiling (14.876 s) : 14876000, 14876000
.   : milestone, 14876000,
tracing (14.668 s) : 14668000, 14668000
.   : milestone, 14668000,
section candidate
no_agent (15.01 s) : 15010000, 15010000
.   : milestone, 15010000,
appsec (14.732 s) : 14732000, 14732000
.   : milestone, 14732000,
iast (17.861 s) : 17861000, 17861000
.   : milestone, 17861000,
iast_GLOBAL (17.762 s) : 17762000, 17762000
.   : milestone, 17762000,
profiling (14.986 s) : 14986000, 14986000
.   : milestone, 14986000,
tracing (15.07 s) : 15070000, 15070000
.   : milestone, 15070000,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.335 s [15.335 s, 15.335 s] -
appsec 14.959 s [14.959 s, 14.959 s] -376.0 ms (-2.5%)
iast 18.558 s [18.558 s, 18.558 s] 3.223 s (21.0%)
iast_GLOBAL 18.027 s [18.027 s, 18.027 s] 2.692 s (17.6%)
profiling 14.876 s [14.876 s, 14.876 s] -459.0 ms (-3.0%)
tracing 14.668 s [14.668 s, 14.668 s] -667.0 ms (-4.3%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.01 s [15.01 s, 15.01 s] -
appsec 14.732 s [14.732 s, 14.732 s] -278.0 ms (-1.9%)
iast 17.861 s [17.861 s, 17.861 s] 2.851 s (19.0%)
iast_GLOBAL 17.762 s [17.762 s, 17.762 s] 2.752 s (18.3%)
profiling 14.986 s [14.986 s, 14.986 s] -24.0 ms (-0.2%)
tracing 15.07 s [15.07 s, 15.07 s] 60.0 ms (0.4%)
Execution time for tomcat 
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~514ce9250a, baseline=1.60.0-SNAPSHOT~5418feb23a
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.47 ms) : 1459, 1482
.   : milestone, 1470,
appsec (3.766 ms) : 3543, 3988
.   : milestone, 3766,
iast (2.255 ms) : 2186, 2325
.   : milestone, 2255,
iast_GLOBAL (2.299 ms) : 2229, 2370
.   : milestone, 2299,
profiling (2.502 ms) : 2337, 2667
.   : milestone, 2502,
tracing (2.067 ms) : 2013, 2121
.   : milestone, 2067,
section candidate
no_agent (1.468 ms) : 1456, 1479
.   : milestone, 1468,
appsec (3.784 ms) : 3560, 4008
.   : milestone, 3784,
iast (2.248 ms) : 2178, 2318
.   : milestone, 2248,
iast_GLOBAL (2.298 ms) : 2228, 2368
.   : milestone, 2298,
profiling (2.075 ms) : 2020, 2130
.   : milestone, 2075,
tracing (2.065 ms) : 2012, 2119
.   : milestone, 2065,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.47 ms [1.459 ms, 1.482 ms] -
appsec 3.766 ms [3.543 ms, 3.988 ms] 2.295 ms (156.1%)
iast 2.255 ms [2.186 ms, 2.325 ms] 784.916 µs (53.4%)
iast_GLOBAL 2.299 ms [2.229 ms, 2.37 ms] 828.915 µs (56.4%)
profiling 2.502 ms [2.337 ms, 2.667 ms] 1.031 ms (70.1%)
tracing 2.067 ms [2.013 ms, 2.121 ms] 596.493 µs (40.6%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.468 ms [1.456 ms, 1.479 ms] -
appsec 3.784 ms [3.56 ms, 4.008 ms] 2.316 ms (157.8%)
iast 2.248 ms [2.178 ms, 2.318 ms] 780.067 µs (53.1%)
iast_GLOBAL 2.298 ms [2.228 ms, 2.368 ms] 830.408 µs (56.6%)
profiling 2.075 ms [2.02 ms, 2.13 ms] 606.853 µs (41.3%)
tracing 2.065 ms [2.012 ms, 2.119 ms] 597.694 µs (40.7%)

jpbempel
jpbempel reviewed Feb 19, 2026
View reviewed changes
ARCHITECTURE.md Outdated
Uploads profiles to the Datadog backend.

- **`agent-debugger/`** — Dynamic Instrumentation. Entry point: `DebuggerAgent`.
Live breakpoints, snapshot capture, exception replay, code origin mapping.
Copy link
Member

@jpbempel jpbempel Feb 19, 2026 •
edited
Loading

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

prefer the term of probes instead of 'Live breakpoint'

Copy link
Contributor Author

@PerfectSlayer PerfectSlayer Feb 19, 2026

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Thanks! I updated the doc.
If you want to add more clarification later, feel free to append content or edit :)

@PerfectSlayer PerfectSlayer added this pull request to the merge queue Feb 19, 2026
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Feb 19, 2026
@PerfectSlayer PerfectSlayer added this pull request to the merge queue Feb 19, 2026
github-merge-queue bot pushed a commit that referenced this pull request Feb 19, 2026
@PerfectSlayer
Add architecture and high-level design documentation (#10627)
69bed70 
* feat(doc): Initial architecture documentation

* feat(doc): Iterating on content

* feat(doc): Add 2nd round of comments

* feat(doc): Add 3rd round of comments

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Update agents.md to refer to the architecture file

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content
@dd-octo-sts
Copy link
Contributor

dd-octo-sts bot commented Feb 19, 2026

/merge

@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Feb 19, 2026
@PerfectSlayer PerfectSlayer added this pull request to the merge queue Feb 20, 2026
@dd-octo-sts
Copy link
Contributor

dd-octo-sts bot commented Feb 20, 2026

/merge

@gh-worker-devflow-routing-ef8351
Copy link

gh-worker-devflow-routing-ef8351 bot commented Feb 20, 2026 •
edited
Loading

View all feedbacks in Devflow UI.

2026-02-20 11:02:19 UTC ℹ️ Start processing command /merge

2026-02-20 11:02:24 UTC ℹ️ MergeQueue: pull request added to the queue

The expected merge time in master is approximately 1h (p90).

2026-02-20 11:53:58 UTC ℹ️ MergeQueue: This merge request was merged

github-merge-queue bot pushed a commit that referenced this pull request Feb 20, 2026
@PerfectSlayer
Add architecture and high-level design documentation (#10627)
d3456da 
* feat(doc): Initial architecture documentation

* feat(doc): Iterating on content

* feat(doc): Add 2nd round of comments

* feat(doc): Add 3rd round of comments

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Update agents.md to refer to the architecture file

* feat(doc): Iterate on content

* feat(doc): Iterate on content

* feat(doc): Iterate on content
@github-merge-queue github-merge-queue bot removed this pull request from the merge queue due to failed status checks Feb 20, 2026
@gh-worker-dd-mergequeue-cf854d gh-worker-dd-mergequeue-cf854d bot merged commit a359c1e into master Feb 20, 2026
570 checks passed
@gh-worker-dd-mergequeue-cf854d gh-worker-dd-mergequeue-cf854d bot deleted the bbujon/ci branch February 20, 2026 11:53
@github-actions github-actions bot added this to the 1.60.0 milestone Feb 20, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@jpbempel jpbempel jpbempel left review comments

@dougqh dougqh dougqh approved these changes

Assignees

No one assigned

Labels

tag: ai generated Largely based on code generated by an AI or LLM tag: no release notes Changes to exclude from release notes type: documentation

Projects

None yet

Milestone

1.60.0

Development

Successfully merging this pull request may close these issues.

3 participants

@PerfectSlayer @dougqh @jpbempel

Comments