Investigate and fix failing tests with TESTING_DEPTH=5#992
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Investigate and fix failing tests with TESTING_DEPTH=5#992
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Co-authored-by: m7pr <133694481+m7pr@users.noreply.github.com>
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[WIP] Run tests with specified depth and fix any failures
Investigate and fix failing tests with TESTING_DEPTH=5
Mar 3, 2026
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Running the test suite with
options(TESTING_DEPTH=5)revealed that internal helper functions (bivariate_ggplot_call,coloring_ggplot_call) used intest_bivariate_ggplot_call.Rand related test files are not accessible when tests are run withoutpkgload::load_all()(i.e., outside ofdevtools::test()).Findings
test_bivariate_ggplot_call.R,test_g_expert_cl.R, and similartest_*.Rfiles call internal (non-exported) package functions directly by namedevtools::test()becausepkgload::load_all()exposes all internal functions to the test environmenttestthat::test_dir(..., load_package = "installed")since internal functions are not reachable without:::devtools::test()workflowWarning
Firewall rules blocked me from connecting to one or more addresses (expand for details)
I tried to connect to the following addresses, but was blocked by firewall rules:
accounts.google.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)android.clients.google.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)clients2.google.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)clientservices.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)content-autofill.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)mathjax.rstudio.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=35023 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/RtmpyJxm7C/chrome-a5e91cec39b6-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=44284 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.XsjJ20 --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,10962972662410364534,10134375868843085823,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)optimizationguide-pa.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)redirector.gvt1.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)safebrowsing.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=35023 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/RtmpyJxm7C/chrome-a5e91cec39b6-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=44284 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.XsjJ20 --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,10962972662410364534,10134375868843085823,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)safebrowsingohttpgateway.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)update.googleapis.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)use.fontawesome.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=35023 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/RtmpyJxm7C/chrome-a5e91cec39b6-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=44284 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.XsjJ20 --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,10962972662410364534,10134375868843085823,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)www.fda.gov/opt/R/4.5.2/lib/R/bin/exec/R /opt/R/4.5.2/lib/R/bin/exec/R --no-echo --no-restore -e ~n~options(TESTING_DEPTH=5)~n~library(testthat)~n~test_dir('tests/testthat',~+~load_package='source',~+~reporter='progress',~+~stop_on_failure=FALSE)~n~(dns block)/opt/R/4.5.2/lib/R/bin/exec/R /opt/R/4.5.2/lib/R/bin/exec/R --no-echo --no-restore -e ~n~options(TESTING_DEPTH=5)~n~library(testthat)~n~#~+~Run~+~only~+~non-shinytest2~+~tests~n~test_dir('tests/testthat',~+~load_package='source',~+~reporter='summary',~+~stop_on_failure=FALSE)~n~ age='source', reporter='progress', stop_on_failure=FALSE, filter='test-tm|test_')(dns block)www.google.com/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=41973 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.ZkCezL --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,6306361692943139073,16238021009418568287,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)/opt/google/chrome/chrome /usr/bin/google-chrome --headless --remote-debugging-port=18989 --remote-allow-origins=REDACTED --crash-dumps-dir=/tmp/Rtmp6SOWRZ/chrome-a3d7105a402c-crashpad --no-sandbox --disable-dev-shm-usage --force-color-profile=srgb --disable-extensions --mute-audio(dns block)/proc/self/exe /proc/self/exe --type=utility --utility-sub-type=network.mojom.NetworkService --lang=en-US --service-sandbox-type=none --no-sandbox --disable-dev-shm-usage --use-angle=swiftshader-webgl --mute-audio --crashpad-handler-pid=42507 --enable-crash-reporter=, --noerrdialogs --user-data-dir=/tmp/com.google.Chrome.scoped_dir.2HZsVA --change-stack-guard-on-fork=enable --shared-files=v8_context_snapshot_data:100 --field-trial-handle=3,i,5444689906992897324,5839486675503130721,262144 --disable-features=PaintHolding --variations-seed-version --trace-process-track-uuid=3190708989122997041(dns block)If you need me to access, download, or install something from one of these locations, you can either:
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.