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feat(serverless): add AWS MicroVM support - #9709

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@BridgeAR BridgeAR commented Aug 5, 2026

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…VM clone resume

Firecracker snapshots a process's full memory — including OpenSSL's DRBG
state, the id.js batch buffer and its cursor, and the uuid() call's
internal buffer. Every clone that resumes from the same snapshot starts
from the identical PRNG state, so all clones produce the same trace/span
IDs, runtime-id, and RC client ID until those states happen to diverge.

Root cause: three independent entropy consumers are all frozen in the snapshot:

  1. id.js pseudoRandom() — batch-fills 8192 IDs from randomFillSync (OpenSSL DRBG)
  2. runtimeId in config/index.js — uuid() at module load (OpenSSL DRBG)
  3. clientId in remote_config/index.js — uuid() at module load (OpenSSL DRBG)

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pr-commenter Bot commented Aug 5, 2026 •

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Benchmarks

Benchmark execution time: 2026-08-31 14:17:11

Comparing candidate commit 1d62f2a in PR branch BridgeAR/2026-08-05-microvm-identity-refresh-review with baseline commit 6a922b4 in branch master.

📊 Benchmarking dashboard

Found 1 performance improvements and 0 performance regressions! Performance is the same for 2301 metrics, 8 unstable metrics.

Explanation

This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

  • 🟩 = significantly better candidate vs. baseline
  • 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

More details about the CI and significant changes

You can imagine this CI as a range of values that is likely to contain the true difference of means between the candidate and baseline commits.

CIs of the difference of means are often centered around 0%, because often changes are not that big:

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

As described above, a change is considered significant if the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD).

For instance, for an execution time metric, this confidence interval indicates a significantly worse performance:

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

scenario:encoders-0.4-20

  • 🟩 max_rss_usage [-12.669MB; -3.888MB] or [-9.071%; -2.784%]

Unstable benchmarks

These benchmarks have a confidence interval too wide to call a change; treat them as noise rather than signal.

scenario:appsec-iast-no-vulnerability-iast-enabled-default-config-24

  • unstable max_rss_usage [-25.332MB; +44.938MB] or [-7.569%; +13.426%]

scenario:dogstatsd-with-tags-20

  • unstable cpu_user_time [-337615.427µs; +336420.344µs] or [-6.912%; +6.888%]
  • unstable execution_time [-340.158ms; +332.558ms] or [-6.854%; +6.701%]
  • unstable throughput [-110681.969op/s; +113765.668op/s] or [-6.549%; +6.731%]

scenario:llmobs-encode-unicode-mixed-20

  • unstable max_rss_usage [-1.659MB; +14.650MB] or [-2.275%; +20.091%]

scenario:plugin-claude-agent-sdk-compact-hook-indexed-24

  • unstable cpu_usage_percentage [-6.418%; +3.806%]

scenario:plugin-graphql-long-with-depth-and-collapse-off-20

  • unstable max_rss_usage [-27.471MB; +51.913MB] or [-6.985%; +13.200%]

scenario:test-optimization-large-suite-20

  • unstable max_rss_usage [-3.264MB; +6.881MB] or [-4.124%; +8.692%]

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datadog-prod-us1-6 Bot commented Aug 6, 2026 •

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Tests

✅ All CI checks and tests passed. Datadog automation helped this PR pass.

🎉 All green!

🧪 All tests passed
❄️ No new flaky tests detected

🔄 Datadog retried 1 test - 1 passed on retry View in Datadog

🎯 Code Coverage (details)
• Patch Coverage: 100.00%
• Overall Coverage: 98.61% (+0.01%)

This comment will be updated automatically if new data arrives.
🔗 Commit SHA: 1d62f2a | Docs | View more details | Give us feedback!

@BridgeAR
BridgeAR force-pushed the BridgeAR/2026-08-05-microvm-identity-refresh-review branch 2 times, most recently from a51cd9a to 197ad3b Compare August 12, 2026 13:19
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Overall package size

Self size: 8.58 MB
Deduped: 9.25 MB
No deduping: 9.25 MB

Dependency sizes | name | version | self size | total size | |------|---------|-----------|------------| | import-in-the-middle | 3.4.0 | 127.33 kB | 447.04 kB | | opentracing | 0.14.7 | 194.81 kB | 194.81 kB | | dc-polyfill | 0.1.11 | 25.74 kB | 25.74 kB |

🤖 This report was automatically generated by heaviest-objects-in-the-universe

@BridgeAR
BridgeAR marked this pull request as ready for review August 12, 2026 13:22
@BridgeAR
BridgeAR requested review from a team as code owners August 12, 2026 13:22
@BridgeAR
BridgeAR requested review from crysmags and khanayan123 and removed request for a team August 12, 2026 13:22
Comment thread packages/dd-trace/src/remote_config/index.js Outdated
Comment thread packages/dd-trace/src/remote_config/index.js Outdated

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Datadog Autotest: FAIL

The normal clone-resume path refreshes all tested identities, but an entropy-source exception escapes the first /run callback and can terminate the MicroVM instead of being contained by the tracer.

📊 Validated against 9 scenarios · Open Bits AI session

🤖 Datadog Autotest · Commit 197ad3b · What is Autotest? · @DataDog review to ask questions · Any feedback? Reach out in #autotest

Comment thread packages/dd-trace/src/proxy.js
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codecov Bot commented Aug 12, 2026 •

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 98.61%. Comparing base (6a922b4) to head (1d62f2a).
⚠️ Report is 2 commits behind head on master.

Additional details and impacted files
@@           Coverage Diff            @@
##           master    #9709    +/-   ##
========================================
  Coverage   98.60%   98.61%            
========================================
  Files         992      993     +1     
  Lines      149800   150186   +386     
  Branches    12758    12688    -70     
========================================
+ Hits       147704   148099   +395     
+ Misses       2096     2087     -9     
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Comment thread packages/dd-trace/src/dogstatsd.js
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LGTM

@BridgeAR BridgeAR changed the title fix(id): reseed all PRNG consumers from kernel CSPRNG on Lambda Micro… feat(serverless): add AWS MicroVM support Aug 25, 2026
Comment thread packages/dd-trace/src/serverless.js
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BridgeAR force-pushed the BridgeAR/2026-08-05-microvm-identity-refresh-review branch from 50a2c1f to 918bffb Compare August 27, 2026 13:59
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BridgeAR force-pushed the BridgeAR/2026-08-05-microvm-identity-refresh-review branch from 918bffb to 4608d46 Compare August 28, 2026 17:39

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Comment thread packages/dd-trace/src/proxy.js
@BridgeAR
BridgeAR enabled auto-merge (squash) August 28, 2026 17:46
Lambda MicroVM snapshots preserve buffered random data and cached process identity. Resumed clones can therefore reuse trace IDs or report the source VM's runtime and remote-configuration IDs.

The /run lifecycle hook discards Node's UUID pool before regenerating core identity. It then stores updated service-discovery metadata and refreshes consumers after the new IDs exist.

DogStatsD, runtime metrics, crash tracking, profiling, OpenTelemetry, span statistics, Test Optimization, agentless exporters, and telemetry now use the current identity. Subscriptions follow each owner's lifetime, and unchanged DogStatsD tags preserve buffered metrics. Bundled OpenSSL remains unsupported because it retains snapshot DRBG state, so the tracer reports that configuration.
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BridgeAR force-pushed the BridgeAR/2026-08-05-microvm-identity-refresh-review branch from 4608d46 to 1d62f2a Compare August 31, 2026 14:05
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BridgeAR merged commit 847198b into master Aug 31, 2026
687 checks passed
@BridgeAR
BridgeAR deleted the BridgeAR/2026-08-05-microvm-identity-refresh-review branch August 31, 2026 14:21
dd-octo-sts Bot pushed a commit that referenced this pull request Sep 1, 2026
Firecracker snapshots preserve OpenSSL's DRBG state and userspace entropy buffers. Clones can therefore emit duplicate trace IDs, span IDs, runtime IDs, and Remote Configuration client IDs.

Images identified by AWS_LAMBDA_MICROVM_IMAGE_ARN register a single-use hook for the Lambda MicroVM run endpoint. The hook remains active when normal tracer initialization fails. On resume, it discards buffered UUID entropy, reseeds trace and span ID generation, and regenerates process identifiers. Metadata updates before long-lived consumers refresh, so exports, metrics, profiles, crash reports, OpenTelemetry resources, and child processes use one consistent identity.

Node builds with bundled OpenSSL cannot obtain SnapSafe reseeding after resume. The tracer reports an actionable image-build error because identity refresh cannot guarantee unique IDs in that configuration.
@dd-octo-sts dd-octo-sts Bot mentioned this pull request Sep 1, 2026
dd-octo-sts Bot pushed a commit that referenced this pull request Sep 1, 2026
Firecracker snapshots preserve OpenSSL's DRBG state and userspace entropy buffers. Clones can therefore emit duplicate trace IDs, span IDs, runtime IDs, and Remote Configuration client IDs.

Images identified by AWS_LAMBDA_MICROVM_IMAGE_ARN register a single-use hook for the Lambda MicroVM run endpoint. The hook remains active when normal tracer initialization fails. On resume, it discards buffered UUID entropy, reseeds trace and span ID generation, and regenerates process identifiers. Metadata updates before long-lived consumers refresh, so exports, metrics, profiles, crash reports, OpenTelemetry resources, and child processes use one consistent identity.

Node builds with bundled OpenSSL cannot obtain SnapSafe reseeding after resume. The tracer reports an actionable image-build error because identity refresh cannot guarantee unique IDs in that configuration.
@dd-octo-sts dd-octo-sts Bot mentioned this pull request Sep 1, 2026
BridgeAR added a commit that referenced this pull request Sep 4, 2026
Firecracker snapshots preserve OpenSSL's DRBG state and userspace entropy buffers. Clones can therefore emit duplicate trace IDs, span IDs, runtime IDs, and Remote Configuration client IDs.

Images identified by AWS_LAMBDA_MICROVM_IMAGE_ARN register a single-use hook for the Lambda MicroVM run endpoint. The hook remains active when normal tracer initialization fails. On resume, it discards buffered UUID entropy, reseeds trace and span ID generation, and regenerates process identifiers. Metadata updates before long-lived consumers refresh, so exports, metrics, profiles, crash reports, OpenTelemetry resources, and child processes use one consistent identity.

Node builds with bundled OpenSSL cannot obtain SnapSafe reseeding after resume. The tracer reports an actionable image-build error because identity refresh cannot guarantee unique IDs in that configuration.
BridgeAR added a commit that referenced this pull request Sep 4, 2026
Firecracker snapshots preserve OpenSSL's DRBG state and userspace entropy buffers. Clones can therefore emit duplicate trace IDs, span IDs, runtime IDs, and Remote Configuration client IDs.

Images identified by AWS_LAMBDA_MICROVM_IMAGE_ARN register a single-use hook for the Lambda MicroVM run endpoint. The hook remains active when normal tracer initialization fails. On resume, it discards buffered UUID entropy, reseeds trace and span ID generation, and regenerates process identifiers. Metadata updates before long-lived consumers refresh, so exports, metrics, profiles, crash reports, OpenTelemetry resources, and child processes use one consistent identity.

Node builds with bundled OpenSSL cannot obtain SnapSafe reseeding after resume. The tracer reports an actionable image-build error because identity refresh cannot guarantee unique IDs in that configuration.
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5 participants