feat(ai): support vercel ai sdk v7 by sabrenner · Pull Request #8949 · DataDog/dd-trace-js

sabrenner · 2026-06-16T19:26:06Z

What does this PR do?

Adds support for the latest v7 major release of the Vercel AI SDK. This ships with built-in tracing channel support, which we leverage with tracing plugins for ai:telemetry channel publishes.

We need one bit of manual instrumentation for handling streams, handled in packages/datadog-instrumentations/src/ai.js, which could be version gated if aggregation is handled upstream for the AI SDK down the line.

Motivation

Provide support for the latest Vercel AI SDK package.

Additional Notes

As noted in a comment, there was something weird with one of our testing dependencies that caused our orchestrion rewriter to do something weird in the v7 SDK (even though for tracing we do not use orchestrion for this version, AI Guard still uses it to properly intercept calls in the promise chain). I think the solution applied is OK.

…r/vercel-ai-sdk-7

datadog-prod-us1-5 · 2026-06-16T19:26:17Z

Tests

🎉 All green!

🧪 All tests passed
❄️ No new flaky tests detected

🎯 Code Coverage (details)
• Patch Coverage: 96.46%
• Overall Coverage: 96.49% (-0.01%)

_{This comment will be updated automatically if new data arrives.

🔗 Commit SHA: c232cae | Docs | Datadog PR Page | Give us feedback!}

dd-octo-sts · 2026-06-16T19:55:44Z

Overall package size

Self size: 6.65 MB
Deduped: 7.31 MB
No deduping: 7.31 MB

Dependency sizes

| name | version | self size | total size | |------|---------|-----------|------------| | import-in-the-middle | 3.3.1 | 122.62 kB | 437.94 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}

pr-commenter · 2026-06-16T20:11:42Z

Benchmarks

Benchmark execution time: 2026-07-07 21:08:28

Comparing candidate commit c232cae in PR branch sabrenner/vercel-ai-sdk-7 with baseline commit 44972dc in branch master.

📊 Benchmarking dashboard

Found 0 performance improvements and 0 performance regressions! Performance is the same for 2312 metrics, 46 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 ----------------------------------'

Unstable benchmarks

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

scenario:appsec-appsec-enabled-24

unstable execution_time [-189.981ms; +124.748ms] or [-7.266%; +4.771%]

scenario:appsec-appsec-enabled-26

unstable execution_time [-189.818ms; +248.675ms] or [-7.522%; +9.855%]

scenario:appsec-appsec-enabled-with-attacks-24

unstable execution_time [-158104.692µs; +157649.326µs] or [-5.118%; +5.104%]

scenario:appsec-appsec-enabled-with-attacks-26

unstable execution_time [-192951.580µs; +193148.380µs] or [-6.637%; +6.643%]

scenario:appsec-control-20

unstable execution_time [-168.779ms; +88.551ms] or [-10.577%; +5.549%]

scenario:appsec-control-24

unstable execution_time [-115783.788µs; +115903.021µs] or [-9.358%; +9.368%]

scenario:appsec-control-26

unstable execution_time [-129.103ms; +132.791ms] or [-10.406%; +10.704%]

scenario:appsec-iast-no-vulnerability-control-20

unstable execution_time [-12.984ms; +23.505ms] or [-4.948%; +8.957%]

scenario:appsec-iast-no-vulnerability-iast-enabled-default-config-20

unstable execution_time [-12721.709µs; +13980.375µs] or [-5.102%; +5.607%]

scenario:appsec-iast-with-vulnerability-iast-enabled-always-active-20

unstable execution_time [-35.100ms; +23.791ms] or [-6.509%; +4.411%]

scenario:appsec-iast-with-vulnerability-iast-enabled-default-config-20

unstable execution_time [-38.931ms; +26.177ms] or [-7.236%; +4.865%]

scenario:debugger-line-probe-with-snapshot-default-24

unstable cpu_user_time [-2844.862ms; +3242.553ms] or [-28.194%; +32.136%]
unstable execution_time [-2852.010ms; +3261.050ms] or [-26.341%; +30.118%]
unstable instructions [-24.2G instructions; +27.6G instructions] or [-29.102%; +33.233%]
unstable max_rss_usage [-12891.867KB; +13904.667KB] or [-7.852%; +8.469%]
unstable throughput [-845.326op/s; +750.611op/s] or [-27.096%; +24.060%]

scenario:debugger-line-probe-with-snapshot-default-26

unstable cpu_user_time [-3289.685ms; +3570.872ms] or [-32.424%; +35.196%]
unstable execution_time [-3262.764ms; +3579.142ms] or [-29.973%; +32.879%]
unstable instructions [-30.1G instructions; +32.8G instructions] or [-35.386%; +38.535%]
unstable max_rss_usage [-10973.360KB; +11158.960KB] or [-6.804%; +6.919%]
unstable throughput [-705.824op/s; +663.495op/s] or [-22.874%; +21.502%]

scenario:debugger-line-probe-with-snapshot-minimal-24

unstable cpu_user_time [-1937.335ms; +2634.639ms] or [-23.113%; +31.432%]
unstable execution_time [-1955.941ms; +2672.262ms] or [-21.551%; +29.444%]
unstable instructions [-18.2G instructions; +25.1G instructions] or [-26.314%; +36.315%]
unstable max_rss_usage [-7.875MB; +12.460MB] or [-5.014%; +7.934%]
unstable throughput [-729.952op/s; +571.498op/s] or [-20.196%; +15.812%]

scenario:debugger-line-probe-with-snapshot-minimal-26

unstable cpu_user_time [-3612.390ms; +2489.035ms] or [-34.211%; +23.572%]
unstable execution_time [-3676.776ms; +2509.553ms] or [-32.577%; +22.235%]
unstable instructions [-32.0G instructions; +22.1G instructions] or [-36.073%; +24.957%]
unstable max_rss_usage [-11.771MB; +7.191MB] or [-7.204%; +4.400%]
unstable throughput [-565.017op/s; +783.859op/s] or [-18.764%; +26.032%]

scenario:debugger-line-probe-without-snapshot-24

unstable cpu_user_time [-1362.181ms; +614.267ms] or [-15.902%; +7.171%]
unstable execution_time [-1370.009ms; +616.765ms] or [-14.751%; +6.641%]
unstable instructions [-11.8G instructions; +5.2G instructions] or [-16.774%; +7.480%]
unstable throughput [-224.234op/s; +412.195op/s] or [-6.378%; +11.724%]

scenario:debugger-line-probe-without-snapshot-26

unstable cpu_user_time [-1789.691ms; +605.330ms] or [-19.111%; +6.464%]
unstable execution_time [-1796.951ms; +631.993ms] or [-17.784%; +6.255%]
unstable instructions [-16.0G instructions; +5.4G instructions] or [-20.497%; +6.920%]
unstable throughput [-149.130op/s; +396.701op/s] or [-4.593%; +12.219%]

scenario:dogstatsd-with-tags-20

unstable cpu_user_time [-440.059ms; +264.115ms] or [-9.162%; +5.499%]
unstable execution_time [-442.532ms; +264.443ms] or [-9.070%; +5.420%]
unstable throughput [-88519.921op/s; +153912.623op/s] or [-5.144%; +8.944%]

scenario:plugin-claude-agent-sdk-compact-stream-scan-24

unstable cpu_usage_percentage [-5.649%; +4.957%]

scenario:plugin-graphql-long-with-depth-on-max-20

unstable cpu_user_time [-741.305ms; +705.471ms] or [-5.778%; +5.499%]
unstable execution_time [-748.523ms; +699.948ms] or [-5.707%; +5.337%]
unstable throughput [-3.211op/s; +3.456op/s] or [-5.232%; +5.631%]

codecov · 2026-06-16T20:16:16Z

Codecov Report

❌ Patch coverage is 96.79487% with 30 lines in your changes missing coverage. Please review.
✅ Project coverage is 96.53%. Comparing base (44972dc) to head (c232cae).

Files with missing lines	Patch %	Lines
.../dd-trace/src/llmobs/plugins/ai/vercelTelemetry.js	93.66%	23 Missing ⚠️
...ages/dd-trace/src/llmobs/plugins/ai/ddTelemetry.js	98.26%	7 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #8949      +/-   ##
==========================================
- Coverage   96.54%   96.53%   -0.01%     
==========================================
  Files         913      915       +2     
  Lines      120452   120979     +527     
  Branches    20874    20642     -232     
==========================================
+ Hits       116286   116791     +505     
- Misses       4166     4188      +22

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sabrenner · 2026-06-23T14:47:53Z

PR is in a good state now but just needs the official release of the v7 ai sdk for tests to properly run

Yun-Kim

Small suggestion on handling errors but otherwise LGTM

…r/vercel-ai-sdk-7

@sabrenner

* initial changes * apm spans for vercel ai sdk v7 * wip - continued * fix system instructions parsing * add embedding support * streamed responses aggregation * stream cleanup * clean up channel names * limit existing test versions * update plugin IDs * add tests * update for official v7 release * remove hack for beta sdk testing * remove testing node oldest as require esm is needed for new tests * re-add forgotten install * try fix for esm issue in node 26 * fix rewriter * add needed cassettes * add skip allowance for missing embedMany telemetry * non-source code approach for fixing rewriter issues * remove unnecessary cancel block * address codex comments * Apply suggestion from @sabrenner * test v7 esm test * source change to guard against double-subscribing * Apply suggestion from @sabrenner * address review comments * address review comments * add additional result safeguards * get rid of patching script

@sabrenner

* initial changes * apm spans for vercel ai sdk v7 * wip - continued * fix system instructions parsing * add embedding support * streamed responses aggregation * stream cleanup * clean up channel names * limit existing test versions * update plugin IDs * add tests * update for official v7 release * remove hack for beta sdk testing * remove testing node oldest as require esm is needed for new tests * re-add forgotten install * try fix for esm issue in node 26 * fix rewriter * add needed cassettes * add skip allowance for missing embedMany telemetry * non-source code approach for fixing rewriter issues * remove unnecessary cancel block * address codex comments * Apply suggestion from @sabrenner * test v7 esm test * source change to guard against double-subscribing * Apply suggestion from @sabrenner * address review comments * address review comments * add additional result safeguards * get rid of patching script

@sabrenner

* initial changes * apm spans for vercel ai sdk v7 * wip - continued * fix system instructions parsing * add embedding support * streamed responses aggregation * stream cleanup * clean up channel names * limit existing test versions * update plugin IDs * add tests * update for official v7 release * remove hack for beta sdk testing * remove testing node oldest as require esm is needed for new tests * re-add forgotten install * try fix for esm issue in node 26 * fix rewriter * add needed cassettes * add skip allowance for missing embedMany telemetry * non-source code approach for fixing rewriter issues * remove unnecessary cancel block * address codex comments * Apply suggestion from @sabrenner * test v7 esm test * source change to guard against double-subscribing * Apply suggestion from @sabrenner * address review comments * address review comments * add additional result safeguards * get rid of patching script

@sabrenner

* initial changes * apm spans for vercel ai sdk v7 * wip - continued * fix system instructions parsing * add embedding support * streamed responses aggregation * stream cleanup * clean up channel names * limit existing test versions * update plugin IDs * add tests * update for official v7 release * remove hack for beta sdk testing * remove testing node oldest as require esm is needed for new tests * re-add forgotten install * try fix for esm issue in node 26 * fix rewriter * add needed cassettes * add skip allowance for missing embedMany telemetry * non-source code approach for fixing rewriter issues * remove unnecessary cancel block * address codex comments * Apply suggestion from @sabrenner * test v7 esm test * source change to guard against double-subscribing * Apply suggestion from @sabrenner * address review comments * address review comments * add additional result safeguards * get rid of patching script

sabrenner added 9 commits May 31, 2026 17:46

initial changes

638c8d4

apm spans for vercel ai sdk v7

ac37c12

Merge branch 'master' of github.com:DataDog/dd-trace-js into sabrenne…

6ce62e5

…r/vercel-ai-sdk-7

Merge branch 'master' of github.com:DataDog/dd-trace-js into sabrenne…

db6af67

…r/vercel-ai-sdk-7

wip - continued

a2ef1bd

fix system instructions parsing

1077121

add embedding support

1529fce

streamed responses aggregation

135c613

stream cleanup

c40398c

sabrenner added the semver-minor label Jun 16, 2026

Merge branch 'master' into sabrenner/vercel-ai-sdk-7

3dd46ae

clean up channel names

15722ed

sabrenner added 3 commits June 17, 2026 11:02

limit existing test versions

2a86937

update plugin IDs

5b44dfb

add tests

6df6e7a

sabrenner and others added 10 commits June 25, 2026 10:20

update for official v7 release

bddc74f

remove hack for beta sdk testing

b912442

Merge branch 'master' into sabrenner/vercel-ai-sdk-7

e2130ae

remove testing node oldest as require esm is needed for new tests

f1605dd

re-add forgotten install

6f6dcc2

try fix for esm issue in node 26

bfe3137

fix rewriter

6c31070

add needed cassettes

d8e3199

add skip allowance for missing embedMany telemetry

6a05d06

non-source code approach for fixing rewriter issues

6f82180

Yun-Kim reviewed Jun 29, 2026

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sabrenner commented Jun 30, 2026

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Comment thread packages/datadog-plugin-ai/src/tracing.js Outdated

sabrenner and others added 3 commits June 30, 2026 11:41

Apply suggestion from @sabrenner

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address review comments

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Merge branch 'master' into sabrenner/vercel-ai-sdk-7

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sabrenner mentioned this pull request Jul 6, 2026

chore(test): add in patch for failing orchestrion rewrites with nyc #9218

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Yun-Kim reviewed Jul 6, 2026

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Comment thread packages/dd-trace/src/llmobs/plugins/ai/vercelTelemetry.js Outdated

Comment thread packages/dd-trace/src/llmobs/plugins/ai/vercelTelemetry.js

address review comments

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Yun-Kim previously approved these changes Jul 7, 2026

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Comment thread packages/dd-trace/src/llmobs/plugins/ai/vercelTelemetry.js

add additional result safeguards

e10be8b

sabrenner dismissed Yun-Kim’s stale review via e10be8b July 7, 2026 15:58

Yun-Kim previously approved these changes Jul 7, 2026

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sabrenner added 2 commits July 7, 2026 13:33

Merge branch 'master' of github.com:DataDog/dd-trace-js into sabrenne…

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get rid of patching script

1032f2d

sabrenner dismissed Yun-Kim’s stale review via 1032f2d July 7, 2026 17:35

gh-worker-ownership-write-b05516 Bot removed request for a team July 7, 2026 17:35

Merge branch 'master' into sabrenner/vercel-ai-sdk-7

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Yun-Kim approved these changes Jul 7, 2026

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sabrenner added 3 commits July 7, 2026 16:07

Merge branch 'master' into sabrenner/vercel-ai-sdk-7

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Merge branch 'master' into sabrenner/vercel-ai-sdk-7

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Merge branch 'master' into sabrenner/vercel-ai-sdk-7

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sabrenner merged commit c3db8f8 into master Jul 7, 2026
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sabrenner deleted the sabrenner/vercel-ai-sdk-7 branch July 7, 2026 21:36

dd-octo-sts Bot mentioned this pull request Jul 7, 2026

v6.1.0 proposal #9220

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dd-octo-sts Bot mentioned this pull request Jul 7, 2026

v5.112.0 proposal #9221

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Benchmarks

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Unstable benchmarks

scenario:appsec-appsec-enabled-24

scenario:appsec-appsec-enabled-26

scenario:appsec-appsec-enabled-with-attacks-24

scenario:appsec-appsec-enabled-with-attacks-26

scenario:appsec-control-20

scenario:appsec-control-24

scenario:appsec-control-26

scenario:appsec-iast-no-vulnerability-control-20

scenario:appsec-iast-no-vulnerability-iast-enabled-default-config-20

scenario:appsec-iast-with-vulnerability-iast-enabled-always-active-20

scenario:appsec-iast-with-vulnerability-iast-enabled-default-config-20

scenario:debugger-line-probe-with-snapshot-default-24

scenario:debugger-line-probe-with-snapshot-default-26

scenario:debugger-line-probe-with-snapshot-minimal-24

scenario:debugger-line-probe-with-snapshot-minimal-26

scenario:debugger-line-probe-without-snapshot-24

scenario:debugger-line-probe-without-snapshot-26

scenario:dogstatsd-with-tags-20

scenario:plugin-claude-agent-sdk-compact-stream-scan-24

scenario:plugin-graphql-long-with-depth-on-max-20

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