[Analyzers] Add analyzer for capturing lambdas in `Task.Run`/`ContinueWith` by lucaspimentel · Pull Request #8395 · DataDog/dd-trace-dotnet

lucaspimentel · 2026-04-01T16:29:41Z

Summary of changes

Add a new Roslyn analyzer (DDALLOC006) that detects lambdas passed to Task.Run, Task.Factory.StartNew, and .ContinueWith that capture variables from the enclosing scope, causing closure allocations.

Reason for change

Capturing lambdas in task-scheduling APIs allocate a compiler-generated display class and delegate on every invocation. This analyzer helps identify these allocations so they can be replaced with static lambdas using the state parameter overloads.

Implementation details

New analyzer: CapturingLambdaAnalyzer using Roslyn's AnalyzeDataFlow to detect captured variables
Reports the specific captured variable names in the diagnostic message
Handles Task.Run, Task.Factory.StartNew, and .ContinueWith on both Task and Task<T>
Correctly skips static lambdas, method groups, and non-capturing lambdas
Disabled by default (isEnabledByDefault: false) — projects opt in via .editorconfig
Suppressed in Datadog.Trace/.editorconfig until existing 23 usages are migrated

Test coverage

13 unit tests covering:

Positive cases: Task.Run, StartNew, ContinueWith, Task<T>, anonymous delegates, multiple captures, this capture
Negative cases: static lambdas, non-capturing lambdas, method groups, state parameter overloads, unrelated methods, async non-capturing lambdas

Other details

The analyzer is intentionally shipped disabled. To enable, add to .editorconfig:

dotnet_diagnostic.DDALLOC006.severity = warning

"I analyze your closures so you don't have to close your eyes to allocations." — Claude 🤖

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Backlog of 7 analyzers (DDALLOC001-007) to detect heap-allocation anti-patterns at compile time, covering: ToString() in log calls, missing JsonArrayPool, new StringBuilder, Enum.HasFlag/ToString boxing, capturing lambdas in Task.Run, and throw-in-AggressiveInlining methods. 🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Detects non-static lambdas passed to Task.Run, Task.Factory.StartNew, and .ContinueWith that capture variables from the enclosing scope, causing closure allocations (display class + delegate). Uses SemanticModel.AnalyzeDataFlow to detect actual captures rather than flagging all non-static lambdas. Reports captured variable names in the diagnostic message. 🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

dd-trace-dotnet-ci-bot · 2026-04-01T17:21:04Z

Execution-Time Benchmarks Report ⏱️

Execution-time results for samples comparing This PR (8395) and master.

✅ No regressions detected - check the details below

Full Metrics Comparison

FakeDbCommand

Metric	Master (Mean ± 95% CI)	Current (Mean ± 95% CI)	Change	Status
.NET Framework 4.8 - Baseline
duration	76.08 ± (76.02 - 76.40) ms	75.48 ± (75.61 - 75.97) ms	-0.8%	✅
.NET Framework 4.8 - Bailout
duration	80.67 ± (80.52 - 80.90) ms	79.78 ± (79.67 - 80.04) ms	-1.1%	✅
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration	1098.66 ± (1099.16 - 1104.78) ms	1100.12 ± (1101.83 - 1108.69) ms	+0.1%	✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms	23.20 ± (23.15 - 23.25) ms	23.10 ± (23.04 - 23.16) ms	-0.4%	✅
process.time_to_main_ms	89.25 ± (89.05 - 89.44) ms	88.30 ± (88.10 - 88.51) ms	-1.1%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	10.89 ± (10.89 - 10.90) MB	10.90 ± (10.90 - 10.90) MB	+0.1%	✅⬆️
runtime.dotnet.threads.count	12 ± (12 - 12)	12 ± (12 - 12)	+0.0%	✅
.NET Core 3.1 - Bailout
process.internal_duration_ms	23.24 ± (23.19 - 23.30) ms	23.15 ± (23.09 - 23.22) ms	-0.4%	✅
process.time_to_main_ms	90.56 ± (90.34 - 90.78) ms	90.27 ± (90.03 - 90.51) ms	-0.3%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	10.93 ± (10.93 - 10.94) MB	10.94 ± (10.93 - 10.94) MB	+0.0%	✅⬆️
runtime.dotnet.threads.count	13 ± (13 - 13)	13 ± (13 - 13)	+0.0%	✅
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms	233.52 ± (232.52 - 234.53) ms	231.97 ± (231.02 - 232.93) ms	-0.7%	✅
process.time_to_main_ms	538.04 ± (536.72 - 539.35) ms	538.86 ± (537.38 - 540.34) ms	+0.2%	✅⬆️
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	47.63 ± (47.60 - 47.65) MB	47.71 ± (47.67 - 47.74) MB	+0.2%	✅⬆️
runtime.dotnet.threads.count	28 ± (28 - 28)	28 ± (28 - 28)	+0.0%	✅
.NET 6 - Baseline
process.internal_duration_ms	21.79 ± (21.75 - 21.83) ms	21.77 ± (21.72 - 21.82) ms	-0.1%	✅
process.time_to_main_ms	76.48 ± (76.26 - 76.70) ms	76.59 ± (76.38 - 76.79) ms	+0.1%	✅⬆️
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	10.62 ± (10.62 - 10.62) MB	10.65 ± (10.64 - 10.65) MB	+0.2%	✅⬆️
runtime.dotnet.threads.count	10 ± (10 - 10)	10 ± (10 - 10)	+0.0%	✅
.NET 6 - Bailout
process.internal_duration_ms	21.65 ± (21.60 - 21.71) ms	21.82 ± (21.76 - 21.88) ms	+0.8%	✅⬆️
process.time_to_main_ms	77.17 ± (76.98 - 77.35) ms	77.87 ± (77.67 - 78.08) ms	+0.9%	✅⬆️
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	10.73 ± (10.72 - 10.73) MB	10.74 ± (10.74 - 10.75) MB	+0.2%	✅⬆️
runtime.dotnet.threads.count	11 ± (11 - 11)	11 ± (11 - 11)	+0.0%	✅
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms	384.63 ± (382.52 - 386.74) ms	387.17 ± (385.25 - 389.08) ms	+0.7%	✅⬆️
process.time_to_main_ms	539.71 ± (538.63 - 540.78) ms	538.53 ± (537.41 - 539.66) ms	-0.2%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	49.93 ± (49.89 - 49.96) MB	49.89 ± (49.86 - 49.92) MB	-0.1%	✅
runtime.dotnet.threads.count	28 ± (28 - 28)	28 ± (28 - 28)	-0.1%	✅
.NET 8 - Baseline
process.internal_duration_ms	20.01 ± (19.97 - 20.06) ms	19.88 ± (19.83 - 19.92) ms	-0.7%	✅
process.time_to_main_ms	75.99 ± (75.83 - 76.14) ms	75.89 ± (75.72 - 76.07) ms	-0.1%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	7.66 ± (7.66 - 7.67) MB	7.66 ± (7.66 - 7.67) MB	-0.0%	✅
runtime.dotnet.threads.count	10 ± (10 - 10)	10 ± (10 - 10)	+0.0%	✅
.NET 8 - Bailout
process.internal_duration_ms	20.05 ± (20.00 - 20.10) ms	19.95 ± (19.90 - 20.00) ms	-0.5%	✅
process.time_to_main_ms	77.45 ± (77.30 - 77.61) ms	77.22 ± (77.00 - 77.44) ms	-0.3%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	7.72 ± (7.71 - 7.73) MB	7.72 ± (7.71 - 7.72) MB	-0.0%	✅
runtime.dotnet.threads.count	11 ± (11 - 11)	11 ± (11 - 11)	+0.0%	✅
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms	306.40 ± (304.15 - 308.65) ms	310.68 ± (308.29 - 313.07) ms	+1.4%	✅⬆️
process.time_to_main_ms	498.65 ± (497.71 - 499.60) ms	498.45 ± (497.63 - 499.27) ms	-0.0%	✅
runtime.dotnet.exceptions.count	0 ± (0 - 0)	0 ± (0 - 0)	+0.0%	✅
runtime.dotnet.mem.committed	36.95 ± (36.93 - 36.97) MB	36.99 ± (36.97 - 37.01) MB	+0.1%	✅⬆️
runtime.dotnet.threads.count	27 ± (27 - 27)	27 ± (27 - 27)	+0.6%	✅⬆️

HttpMessageHandler

Metric	Master (Mean ± 95% CI)	Current (Mean ± 95% CI)	Change	Status
.NET Framework 4.8 - Baseline
duration	188.70 ± (188.76 - 189.41) ms	188.86 ± (188.99 - 189.80) ms	+0.1%	✅⬆️
.NET Framework 4.8 - Bailout
duration	192.42 ± (192.25 - 192.58) ms	192.41 ± (192.22 - 192.56) ms	-0.0%	✅
.NET Framework 4.8 - CallTarget+Inlining+NGEN
duration	1128.71 ± (1128.00 - 1134.47) ms	1132.78 ± (1131.76 - 1137.60) ms	+0.4%	✅⬆️
.NET Core 3.1 - Baseline
process.internal_duration_ms	184.42 ± (184.11 - 184.73) ms	184.05 ± (183.72 - 184.38) ms	-0.2%	✅
process.time_to_main_ms	79.28 ± (79.08 - 79.47) ms	79.32 ± (79.11 - 79.52) ms	+0.1%	✅⬆️
runtime.dotnet.exceptions.count	3 ± (3 - 3)	3 ± (3 - 3)	+0.0%	✅
runtime.dotnet.mem.committed	16.01 ± (15.93 - 16.10) MB	16.15 ± (16.07 - 16.22) MB	+0.8%	✅⬆️
runtime.dotnet.threads.count	19 ± (19 - 20)	20 ± (20 - 20)	+1.0%	✅⬆️
.NET Core 3.1 - Bailout
process.internal_duration_ms	183.49 ± (183.27 - 183.71) ms	183.38 ± (183.16 - 183.60) ms	-0.1%	✅
process.time_to_main_ms	80.41 ± (80.31 - 80.50) ms	80.32 ± (80.23 - 80.42) ms	-0.1%	✅
runtime.dotnet.exceptions.count	3 ± (3 - 3)	3 ± (3 - 3)	+0.0%	✅
runtime.dotnet.mem.committed	15.80 ± (15.66 - 15.95) MB	15.96 ± (15.83 - 16.09) MB	+1.0%	✅⬆️
runtime.dotnet.threads.count	20 ± (20 - 20)	20 ± (20 - 20)	+0.5%	✅⬆️
.NET Core 3.1 - CallTarget+Inlining+NGEN
process.internal_duration_ms	391.01 ± (389.77 - 392.24) ms	389.18 ± (387.69 - 390.68) ms	-0.5%	✅
process.time_to_main_ms	501.90 ± (500.88 - 502.92) ms	498.18 ± (496.94 - 499.41) ms	-0.7%	✅
runtime.dotnet.exceptions.count	3 ± (3 - 3)	3 ± (3 - 3)	+0.0%	✅
runtime.dotnet.mem.committed	58.21 ± (58.04 - 58.38) MB	57.86 ± (57.65 - 58.08) MB	-0.6%	✅
runtime.dotnet.threads.count	30 ± (30 - 30)	30 ± (30 - 30)	-0.1%	✅
.NET 6 - Baseline
process.internal_duration_ms	188.03 ± (187.78 - 188.28) ms	188.63 ± (188.41 - 188.85) ms	+0.3%	✅⬆️
process.time_to_main_ms	68.93 ± (68.80 - 69.07) ms	69.20 ± (69.05 - 69.36) ms	+0.4%	✅⬆️
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	15.55 ± (15.37 - 15.72) MB	15.75 ± (15.57 - 15.93) MB	+1.3%	✅⬆️
runtime.dotnet.threads.count	17 ± (17 - 18)	18 ± (17 - 18)	+0.7%	✅⬆️
.NET 6 - Bailout
process.internal_duration_ms	187.74 ± (187.60 - 187.88) ms	187.40 ± (187.22 - 187.58) ms	-0.2%	✅
process.time_to_main_ms	69.81 ± (69.76 - 69.85) ms	69.87 ± (69.82 - 69.93) ms	+0.1%	✅⬆️
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	15.95 ± (15.79 - 16.11) MB	15.41 ± (15.24 - 15.57) MB	-3.4%	✅
runtime.dotnet.threads.count	19 ± (19 - 19)	18 ± (18 - 19)	-2.5%	✅
.NET 6 - CallTarget+Inlining+NGEN
process.internal_duration_ms	596.68 ± (593.95 - 599.41) ms	598.03 ± (595.33 - 600.73) ms	+0.2%	✅⬆️
process.time_to_main_ms	504.29 ± (503.37 - 505.22) ms	503.42 ± (502.62 - 504.22) ms	-0.2%	✅
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	61.44 ± (61.35 - 61.54) MB	61.58 ± (61.48 - 61.67) MB	+0.2%	✅⬆️
runtime.dotnet.threads.count	30 ± (30 - 30)	30 ± (30 - 30)	-0.3%	✅
.NET 8 - Baseline
process.internal_duration_ms	185.45 ± (185.21 - 185.70) ms	185.88 ± (185.67 - 186.09) ms	+0.2%	✅⬆️
process.time_to_main_ms	68.18 ± (68.05 - 68.30) ms	68.51 ± (68.35 - 68.66) ms	+0.5%	✅⬆️
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	11.80 ± (11.75 - 11.86) MB	11.75 ± (11.68 - 11.82) MB	-0.4%	✅
runtime.dotnet.threads.count	18 ± (18 - 18)	18 ± (18 - 18)	-0.9%	✅
.NET 8 - Bailout
process.internal_duration_ms	184.85 ± (184.67 - 185.03) ms	185.26 ± (185.09 - 185.43) ms	+0.2%	✅⬆️
process.time_to_main_ms	69.27 ± (69.21 - 69.33) ms	69.34 ± (69.28 - 69.40) ms	+0.1%	✅⬆️
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	11.65 ± (11.54 - 11.75) MB	11.61 ± (11.50 - 11.72) MB	-0.3%	✅
runtime.dotnet.threads.count	18 ± (18 - 19)	18 ± (18 - 19)	+0.4%	✅⬆️
.NET 8 - CallTarget+Inlining+NGEN
process.internal_duration_ms	523.27 ± (520.98 - 525.56) ms	518.82 ± (515.93 - 521.70) ms	-0.9%	✅
process.time_to_main_ms	457.03 ± (456.32 - 457.74) ms	460.56 ± (459.87 - 461.24) ms	+0.8%	✅⬆️
runtime.dotnet.exceptions.count	4 ± (4 - 4)	4 ± (4 - 4)	+0.0%	✅
runtime.dotnet.mem.committed	50.67 ± (50.65 - 50.70) MB	50.62 ± (50.59 - 50.65) MB	-0.1%	✅
runtime.dotnet.threads.count	30 ± (30 - 30)	30 ± (30 - 30)	+0.3%	✅⬆️

Comparison explanation

Execution-time benchmarks measure the whole time it takes to execute a program, and are intended to measure the one-off costs. Cases where the execution time results for the PR are worse than latest master results are highlighted in **red**. The following thresholds were used for comparing the execution times:

Welch test with statistical test for significance of 5%
Only results indicating a difference greater than 5% and 5 ms are considered.

Note that these results are based on a single point-in-time result for each branch. For full results, see the dashboard.

Graphs show the p99 interval based on the mean and StdDev of the test run, as well as the mean value of the run (shown as a diamond below the graph).

Duration charts

FakeDbCommand (.NET Framework 4.8)

gantt
    title Execution time (ms) FakeDbCommand (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (76ms)  : 73, 78
    master - mean (76ms)  : 73, 79

    section Bailout
    This PR (8395) - mean (80ms)  : 78, 82
    master - mean (81ms)  : 78, 83

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (1,105ms)  : 1053, 1157
    master - mean (1,102ms)  : 1061, 1143

FakeDbCommand (.NET Core 3.1)

gantt
    title Execution time (ms) FakeDbCommand (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (119ms)  : 115, 122
    master - mean (120ms)  : 116, 124

    section Bailout
    This PR (8395) - mean (121ms)  : 117, 124
    master - mean (121ms)  : 118, 124

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (812ms)  : 789, 835
    master - mean (810ms)  : 786, 835

FakeDbCommand (.NET 6)

gantt
    title Execution time (ms) FakeDbCommand (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (105ms)  : 101, 109
    master - mean (105ms)  : 100, 109

    section Bailout
    This PR (8395) - mean (107ms)  : 103, 110
    master - mean (105ms)  : 103, 108

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (952ms)  : 920, 984
    master - mean (950ms)  : 919, 982

FakeDbCommand (.NET 8)

gantt
    title Execution time (ms) FakeDbCommand (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (104ms)  : 101, 107
    master - mean (104ms)  : 101, 107

    section Bailout
    This PR (8395) - mean (105ms)  : 102, 108
    master - mean (105ms)  : 103, 108

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (839ms)  : 800, 877
    master - mean (835ms)  : 795, 876

HttpMessageHandler (.NET Framework 4.8)

gantt
    title Execution time (ms) HttpMessageHandler (.NET Framework 4.8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (189ms)  : 186, 193
    master - mean (189ms)  : 186, 192

    section Bailout
    This PR (8395) - mean (192ms)  : 191, 194
    master - mean (192ms)  : 191, 194

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (1,135ms)  : 1093, 1176
    master - mean (1,131ms)  : 1085, 1177

HttpMessageHandler (.NET Core 3.1)

gantt
    title Execution time (ms) HttpMessageHandler (.NET Core 3.1)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (271ms)  : 266, 277
    master - mean (272ms)  : 268, 276

    section Bailout
    This PR (8395) - mean (271ms)  : 268, 275
    master - mean (272ms)  : 269, 275

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (917ms)  : 895, 939
    master - mean (921ms)  : 892, 951

HttpMessageHandler (.NET 6)

gantt
    title Execution time (ms) HttpMessageHandler (.NET 6)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (266ms)  : 263, 269
    master - mean (265ms)  : 261, 269

    section Bailout
    This PR (8395) - mean (265ms)  : 263, 267
    master - mean (265ms)  : 263, 267

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (1,130ms)  : 1090, 1171
    master - mean (1,131ms)  : 1092, 1170

HttpMessageHandler (.NET 8)

gantt
    title Execution time (ms) HttpMessageHandler (.NET 8)
    dateFormat  x
    axisFormat %Q
    todayMarker off
    section Baseline
    This PR (8395) - mean (264ms)  : 259, 268
    master - mean (263ms)  : 259, 266

    section Bailout
    This PR (8395) - mean (264ms)  : 261, 266
    master - mean (263ms)  : 260, 266

    section CallTarget+Inlining+NGEN
    This PR (8395) - mean (1,011ms)  : 970, 1052
    master - mean (1,012ms)  : 967, 1058

lucaspimentel added 8 commits March 27, 2026 15:35

Add find-allocation-opportunities skill

d10661f

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Improve allocation skill assessment criteria

f0b7184

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Add argument hint to allocation skill

a94ed94

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Remove TODO backlog for allocation analyzers

d1b02e3

🤖 Co-Authored-By: Claude Code <noreply@anthropic.com>

Remove find-allocation-opportunities skill

7ced77d

Disable DDALLOC006 by default until existing usages are migrated

aa1a48d

lucaspimentel changed the title ~~[Analyzers] Add DDALLOC006 for capturing lambdas in Task.Run/ContinueWith~~ [Analyzers] Add analyzers for capturing lambdas in Task.Run/ContinueWith Apr 1, 2026

lucaspimentel changed the title ~~[Analyzers] Add analyzers for capturing lambdas in Task.Run/ContinueWith~~ [Analyzers] Add analyzer for capturing lambdas in Task.Run/ContinueWith Apr 1, 2026

lucaspimentel added area:builds project files, build scripts, pipelines, versioning, releases, packages AI Generated Largely based on code generated by an AI or LLM. This label is the same across all dd-trace-* repos labels Apr 2, 2026

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[Analyzers] Add analyzer for capturing lambdas in `Task.Run`/`ContinueWith`#8395

[Analyzers] Add analyzer for capturing lambdas in `Task.Run`/`ContinueWith`#8395
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lucaspimentel commented Apr 1, 2026 •

edited

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dd-trace-dotnet-ci-bot bot commented Apr 1, 2026

FakeDbCommand

HttpMessageHandler

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Summary of changes

Reason for change

Implementation details

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Execution-Time Benchmarks Report ⏱️

FakeDbCommand

HttpMessageHandler

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lucaspimentel commented Apr 1, 2026 •

edited

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