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feat(streams): trace first WebSocket writes - #4074

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Sep 10, 2026
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alangenfeld/ws-stream-first-write-telemetry

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@alangenfeld

@alangenfeld alangenfeld commented Sep 10, 2026 •

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Summary & Motivation

Tags the first write of a session, and the first write on each reconnect, with phase timings on the existing workflow.stream.write span — token/config resolution, connect, wait-for-open, send, and ack round trip — so cold WebSocket write latency can be attributed to a client-side phase before changing first-chunk transport behavior. Later writes keep the two attributes they had, since the per-phase clocks only mean anything while a connection is being established.

Test Plan

Unit tests added; existing world-vercel suite and typecheck pass.

Signed-off-by: Alex Langenfeld <alex.langenfeld@vercel.com>
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🦋 Changeset detected

Latest commit: 585005f

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 17 packages
Name Type
@workflow/world-vercel Patch
@workflow/cli Patch
@workflow/core Patch
@workflow/web Patch
workflow Patch
@workflow/world-testing Patch
@workflow/builders Patch
@workflow/next Patch
@workflow/nitro Patch
@workflow/vitest Patch
@workflow/web-shared Patch
@workflow/astro Patch
@workflow/nest Patch
@workflow/rollup Patch
@workflow/sveltekit Patch
@workflow/vite Patch
@workflow/nuxt Patch

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Click here if you're a maintainer who wants to add another changeset to this PR

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The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated
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🧪 E2E Test Results

✅ All tests passed

⚠️ Flaky E2E Tests (passed on retry)

These tests failed at least once and passed on a retry. A recurring entry here is a real race worth investigating.

  • cancelRun via CLI - cancelling a running workflow (nextjs-turbopack)
  • deploymentId: 'latest' is a no-op in non-Vercel worlds (fastify)
  • deploymentId: 'latest' is a no-op in non-Vercel worlds (nuxt)
  • errorSubclassRoundTripWorkflow - first-class Error subclasses survive every serialization boundary (nextjs-turbopack)

🛠 Infra Events (absorbed by the harness)

Platform anomalies the e2e harness detected and worked around (e.g. a run the queue never picked up, replaced by a fresh run). Clustered timestamps indicate a backend blip; a steady drip indicates a platform issue worth escalating.

  • cold-start-warmup · suite warmup (tanstack-start) · at 18:13:35Z · abandoned wrun_01M268C5X1A149WYA0V6C4YF7D

E2E Test Summary

Summary
Passed Failed Skipped Total
✅ ▲ Vercel Production 3662 0 685 4347
✅ 💻 Local Development 3922 0 586 4508
✅ 📦 Local Production 3922 0 586 4508
✅ 🐘 Local Postgres 3922 0 586 4508
✅ 🪟 Windows 320 0 2 322
✅ 🌐 Cross-language Conformance 68 0 74 142
✅ vercel-http-transport 823 0 143 966
✅ vercel-multi-region 27 0 0 27
✅ vercel-ws-transport 557 0 87 644
Total 17223 0 2749 19972
Details by Category

✅ ▲ Vercel Production

App Passed Failed Skipped
✅ astro-node 133 0 28
✅ astro-quickjs 133 0 28
✅ example-node 133 0 28
✅ example-quickjs 133 0 28
✅ express-node 133 0 28
✅ express-quickjs 133 0 28
✅ fastify-node 133 0 28
✅ fastify-quickjs 133 0 28
✅ hono-node 133 0 28
✅ hono-quickjs 133 0 28
✅ nest-node 133 0 28
✅ nest-quickjs 133 0 28
✅ nextjs-turbopack-node 158 0 3
✅ nextjs-turbopack-quickjs 158 0 3
✅ nextjs-webpack-node 158 0 3
✅ nextjs-webpack-quickjs 158 0 3
✅ nitro-node 133 0 28
✅ nitro-quickjs 133 0 28
✅ nuxt-node 133 0 28
✅ nuxt-quickjs 133 0 28
✅ python-node 66 0 95
✅ sveltekit-node 152 0 9
✅ sveltekit-quickjs 152 0 9
✅ tanstack-start-node 133 0 28
✅ tanstack-start-quickjs 133 0 28
✅ vite-node 133 0 28
✅ vite-quickjs 133 0 28

✅ 💻 Local Development

App Passed Failed Skipped
✅ astro-stable-node 134 0 27
✅ astro-stable-quickjs 134 0 27
✅ express-stable-node 134 0 27
✅ express-stable-quickjs 134 0 27
✅ fastify-stable-node 134 0 27
✅ fastify-stable-quickjs 134 0 27
✅ hono-stable-node 134 0 27
✅ hono-stable-quickjs 134 0 27
✅ nest-stable-node 134 0 27
✅ nest-stable-quickjs 134 0 27
✅ nextjs-turbopack-canary-node 141 0 20
✅ nextjs-turbopack-canary-quickjs 141 0 20
✅ nextjs-turbopack-stable-node 160 0 1
✅ nextjs-turbopack-stable-quickjs 160 0 1
✅ nextjs-webpack-canary-node 141 0 20
✅ nextjs-webpack-canary-quickjs 141 0 20
✅ nextjs-webpack-stable-node 160 0 1
✅ nextjs-webpack-stable-quickjs 160 0 1
✅ nitro-stable-node 134 0 27
✅ nitro-stable-quickjs 134 0 27
✅ nuxt-stable-node 134 0 27
✅ nuxt-stable-quickjs 134 0 27
✅ sveltekit-stable-node 153 0 8
✅ sveltekit-stable-quickjs 153 0 8
✅ tanstack-start-node 134 0 27
✅ tanstack-start-quickjs 134 0 27
✅ vite-stable-node 134 0 27
✅ vite-stable-quickjs 134 0 27

✅ 📦 Local Production

App Passed Failed Skipped
✅ astro-stable-node 134 0 27
✅ astro-stable-quickjs 134 0 27
✅ express-stable-node 134 0 27
✅ express-stable-quickjs 134 0 27
✅ fastify-stable-node 134 0 27
✅ fastify-stable-quickjs 134 0 27
✅ hono-stable-node 134 0 27
✅ hono-stable-quickjs 134 0 27
✅ nest-stable-node 134 0 27
✅ nest-stable-quickjs 134 0 27
✅ nextjs-turbopack-canary-node 141 0 20
✅ nextjs-turbopack-canary-quickjs 141 0 20
✅ nextjs-turbopack-stable-node 160 0 1
✅ nextjs-turbopack-stable-quickjs 160 0 1
✅ nextjs-webpack-canary-node 141 0 20
✅ nextjs-webpack-canary-quickjs 141 0 20
✅ nextjs-webpack-stable-node 160 0 1
✅ nextjs-webpack-stable-quickjs 160 0 1
✅ nitro-stable-node 134 0 27
✅ nitro-stable-quickjs 134 0 27
✅ nuxt-stable-node 134 0 27
✅ nuxt-stable-quickjs 134 0 27
✅ sveltekit-stable-node 153 0 8
✅ sveltekit-stable-quickjs 153 0 8
✅ tanstack-start-node 134 0 27
✅ tanstack-start-quickjs 134 0 27
✅ vite-stable-node 134 0 27
✅ vite-stable-quickjs 134 0 27

✅ 🐘 Local Postgres

App Passed Failed Skipped
✅ astro-stable-node 134 0 27
✅ astro-stable-quickjs 134 0 27
✅ express-stable-node 134 0 27
✅ express-stable-quickjs 134 0 27
✅ fastify-stable-node 134 0 27
✅ fastify-stable-quickjs 134 0 27
✅ hono-stable-node 134 0 27
✅ hono-stable-quickjs 134 0 27
✅ nest-stable-node 134 0 27
✅ nest-stable-quickjs 134 0 27
✅ nextjs-turbopack-canary-node 141 0 20
✅ nextjs-turbopack-canary-quickjs 141 0 20
✅ nextjs-turbopack-stable-node 160 0 1
✅ nextjs-turbopack-stable-quickjs 160 0 1
✅ nextjs-webpack-canary-node 141 0 20
✅ nextjs-webpack-canary-quickjs 141 0 20
✅ nextjs-webpack-stable-node 160 0 1
✅ nextjs-webpack-stable-quickjs 160 0 1
✅ nitro-stable-node 134 0 27
✅ nitro-stable-quickjs 134 0 27
✅ nuxt-stable-node 134 0 27
✅ nuxt-stable-quickjs 134 0 27
✅ sveltekit-stable-node 153 0 8
✅ sveltekit-stable-quickjs 153 0 8
✅ tanstack-start-node 134 0 27
✅ tanstack-start-quickjs 134 0 27
✅ vite-stable-node 134 0 27
✅ vite-stable-quickjs 134 0 27

✅ 🪟 Windows

App Passed Failed Skipped
✅ nextjs-turbopack-node 160 0 1
✅ nextjs-turbopack-quickjs 160 0 1

✅ 🌐 Cross-language Conformance

App Passed Failed Skipped
✅ python 68 0 74

✅ vercel-http-transport

App Passed Failed Skipped
✅ example 133 0 28
✅ express 133 0 28
✅ hono 133 0 28
✅ nextjs-turbopack 158 0 3
✅ nitro 133 0 28
✅ vite 133 0 28

✅ vercel-multi-region

App Passed Failed Skipped
✅ nextjs-turbopack 27 0 0

✅ vercel-ws-transport

App Passed Failed Skipped
✅ example 133 0 28
✅ express 133 0 28
✅ nextjs-turbopack 158 0 3
✅ vite 133 0 28

📋 View full workflow run

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📊 Workflow Benchmarks

commit 585005f · Thu, 10 Sep 2026 18:25:57 GMT · run logs

Backend: vercel · app: nextjs-turbopack

Metric Scenario Best (ms) P75 (ms) P90 (ms) P99 (ms) Samples
TTFS step 1163 (+74%) 🔻 1247 🔴 (+20%) 🔻 1268 🔴 (+18%) 🔻 1289 🔴 (-8.3%) 30
TTFS stream 1170 (+465%) 🔻 1210 🔴 (+17%) 🔻 1234 🔴 (+17%) 🔻 1297 🔴 (+7.4%) 30
TTFS hook + stream 571 (-53%) 💚 1522 🔴 (+16%) 🔻 1569 🔴 (+17%) 🔻 6024 🔴 (+258%) 🔻 30
Fan-out TTFS Promise.all(100 steps) 653 (+9.0%) 1105 (+46%) 🔻 1912 (+101%) 🔻 1930 (+41%) 🔻 10
Fan-out TTLS Promise.all(100 steps) 1605 (-3.1%) 8009 (+24%) 🔻 8297 (-3.1%) 8416 (-6.7%) 10
STSO 1020 steps (inline) 77 (-8.3%) 120 (-2.4%) 137 (-2.1%) 204 (+5.2%) 1019
WO 1020 steps 120776 (-2.7%) 120776 (-2.7%) 120776 (-2.7%) 120776 (-2.7%) 1
CRTT first chunk (pooled) 50 (-19%) 💚 84 (-12%) 139 (-0.7%) 159 (-14%) 28

Streams

Scenario CRTT 1st p75 p90 p99 CDV max iters
paced control (100/s, 60B) 67.5 (-17%) 131 (+7%) 197 (+25%) 467 (+43%) 160 (+21%) 10
size sweep (100/s, 160B-12KB) 73.5 (-10%) 122 (-44%) 163 (-59%) 304 (-70%) 134 (+6%) 10
replay gateway-gpt-5.4-nano-2000t (1x) 70 (-26%) 119 (-16%) 151 (-40%) 325 (-44%) 212 (-51%) 3
replay eve-gpt-5.6-sol-2000t (1x) 150 (+91%) 115 (-15%) 150 (-24%) 259 (-65%) 236 (-53%) 2
replay eve-gpt-5.6-sol-2000t (2x) 66 (-31%) 150 (-28%) 199 (-27%) 542 (+6%) 252 (-21%) 3
📈 STSO distribution vs main (inline / queue-hop histograms)

1020 steps (inline)

Cumulative STSO time: main 123953ms → this run 120635ms (Δ -3318ms, -3%)

 50-100 ms  ┃                         main   4  this   2    -2
100-150 ms  ███████████████████████┃  main 966  this 969    +3
150-200 ms  ┃                         main  39  this  37    -2
200-250 ms  ┃                         main   6  this   6    +0
250-300 ms  ┃                         main   2  this   3    +1
300-350 ms  ┃                         main   1  this   1    +0
350-400 ms  ┃                         main   1  this   0    -1
500-550 ms  ┃                         main   0  this   1    +1
📈 CRTT drill-down vs main (RTT distributions & profiles)
variant  RTT 1ms→5s+             avg         p50         p90         p99     n
control  ······██▁····   111.2 (+6%)    99 (-2%)  197 (+25%)  467 (+43%)  3000
sweep    ······█▇▁····  104.4 (-31%)   96 (-16%)  163 (-59%)  304 (-70%)  3000
gw 1x    ·····▁█▆▁····  102.5 (-17%)   96 (-10%)  151 (-40%)  325 (-44%)  5295
eve 1x   ·····▁█▇▁····  101.9 (-18%)    95 (-4%)  150 (-24%)  259 (-65%)  5186
eve 2x   ·····▁▅█▂▁···  129.3 (-20%)  115 (-15%)  199 (-27%)   542 (+6%)  7779

RTT over stream progress (avg per tenth of stream, bars scaled min→max):

control  ▆▄▁▅██▃▂▄▂  94–133ms
sweep    █▄▇▂▁▂▁▁▁▁  95–129ms
gw 1x    █▂▁▂▁▃▂▄▁▃  97–120ms
eve 1x   ▅▂▂▂▁▄█▄▃▂  93–119ms
eve 2x   █▃▃▃▁▂▄▅▃▂  100–188ms

RTT by chunk size (avg per log size bin, ~160B → ~12KB serialized, bars scaled min→max):

sweep  ▆▅█▅▄▄▁  102–107ms

Delivery jitter over stream progress (avg positive CDV per tenth of stream, bars scaled min→max):

control  ▃▁▁█▄▆▂▁▁▂  30–39ms
sweep    ▄██▄▃▇▂▃▃▁  32–49ms
gw 1x    █▃▂▁▃▄▅▆▂▅  26–34ms
eve 1x   ▆▅▅▃▂▃█▃▁▄  19–23ms
eve 2x   █▂▂▂▁▂▃▂▁▃  19–29ms
ℹ️ Metric definitions & methodology

Streams: first-chunk RTT (the stream-open path, before any buffering/backpressure), CRTT percentiles, and worst delivery stall (CDV max). Cells are medians across iterations; per-run values in the artifacts. No 🔴/🟢 marks until targets attach.

The collapsed STSO distribution section above buckets every step gap, split inline (same warm process — pure framework overhead) vs queue-hop (fresh process — dispatch, reinit, replay). █ = main, ┃ = this run, ░ = fill.

The collapsed CRTT drill-down: per-variant RTT histograms (fixed log bins, · = empty) and mean RTT/positive-CDV profile lines over stream progress and chunk size. Histograms, avgs, and profiles merge exactly across runs; p50–p99 are percentile-of-percentiles. Per-index rows live in the artifacts.

Best/P75/P90/P99 deltas compare against the most recent benchmark run on main at the time of this run. 🔻 flags a delta worse than +15%, 💚 one better than −15%.

Metrics — TTFS: time to first step body (in-deployment start() → first step body) · Fan-out TTFS: fan-out time to first step (in-deployment start() → first of the parallel step bodies to complete) · Fan-out TTLS: fan-out time to last step (in-deployment start() → last of the parallel step bodies to complete, i.e. when the Promise.all resolves) · STSO: step-to-step overhead (gap between consecutive step bodies) · WO: workflow overhead (whole-run time outside step bodies, in-deployment anchored) · CRTT: chunk round-trip time (per-chunk write → read latency, one clock domain: deployment → stream backend → same deployment) · CDV: chunk delay variation / delivery jitter (inter-arrival gap minus inter-write gap per seq-adjacent pair; skew-free; the row is each run's MAX positive value, so one stall moves it)

Scenarios — step: one trivial no-op step, no stream; no hooks, so the run stays in turbo mode (in-process fast path) · stream: one streaming step; no hooks, so the run stays in turbo mode (in-process fast path) · hook + stream: registers a hook before one step, which exits turbo mode (dispatch path) · 1020 steps: 1020 trivial sequential steps; STSO is measured between consecutive steps in the given step ranges, and WO is the whole-run overhead outside step bodies · Promise.all(100 steps): 100 trivial no-op steps started together in a single Promise.all; Fan-out TTFS is the first of them to complete and Fan-out TTLS the last, both from the in-deployment clientStart, so their gap is the spread the runtime adds across the fan-out · paced control (100/s, 60B): the control: 300 tiny (~60B) deltas metronome-paced at 100/s — zero workload structure, so it reads the transport floor and flush cadence, and disambiguates transport-wide vs workload-specific when a replay row moves · size sweep (100/s, 160B-12KB): same pacing as the control with deltas padded in rotation across seven log-spaced sizes (~160B–12KB) — rotation decouples size from stream position, so it isolates whether chunk size causes latency · replay gateway-gpt-5.4-nano-2000t (1x): raw provider SSE cadence captured at the AI gateway boundary (gpt-5.4-nano, the most popular gateway model; per-token deltas p50 208B = the modal production chunk size), replayed exactly as measured — the typical customer's workload; its CDV is the typical customer's real delivery jitter · replay eve-gpt-5.6-sol-2000t (1x): a captured eve turn (gpt-5.6-sol, the most-used demanding eve model; ~2000 output tokens = production p50 turn length) replayed exactly as measured — eve's envelope protocol re-ships the cumulative message so sizes ramp 142B→13KB; the demanding outlier tenant's reality · replay eve-gpt-5.6-sol-2000t (2x): the same eve capture at 2x — the headroom/stress row; real fast-tier models emit the same chunk sizes at proportionally higher rate, so time compression is a faithful speed model · first chunk (pooled): every run's seq-0 RTT pooled across all stream scenarios — the first chunk precedes any workload differentiation, so pooling samples one shared stream-open path with exact percentiles

Replay cadences (semantic sha256) — eve-gpt-5.6-sol-2000t eaf22f5946e7c61f3c65c7006d550df180cfabd4e706254a09f22aec0cfb420d · gateway-gpt-5.4-nano-2000t 6f24ac518b6b83ff1d0e85a5fe78230db192716d66a7fc6b2fe022752001d041

🔴 marks a percentile over its target (within target is left unmarked). Targets (p75/p90/p99, ms) — TTFS 200/300/600

All timestamps are deployment-side; runs are triggered in-deployment, so the CI runner and api.vercel.com sit outside every measured window. TTFS = start() → first step body (includes dispatch + any cold start); Fan-out TTFS/TTLS = first/last step completion of one Promise.all from the same anchor (the gap is the runtime’s fan-out spread); STSO/WO between step bodies; CRTT inside the workflow (excludes the api.vercel.com read path).

Cold starts stay in the numbers (real bursty-workload latency, inflates P75+); Best is the warm floor.

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Sim World

Simulated world deterministic testing for races. Traces

🟠 world-sim scenario book — 1 fail of 41 total

fence=per-spec

scenario outcome events virt replay violations
✅ smoke-no-steps completed 3 0ms ok 0
✅ smoke-one-step completed 6 0ms ok 0
✅ hook-at-step-started completed 12 0ms ok 0
✅ hook-at-step-completed completed 12 0ms ok 0
✅ hook-at-hook-created completed 12 0ms ok 0
✅ deadline-hook-wins completed 7 1.0h ok 0
✅ deadline-expires completed 7 1.0h ok 0
✅ long-sleep completed 11 30.0d ok 0
✅ hook-never-arrives stalled 3 0ms skipped 0
✅ step-retries-twice completed 10 2.0s ok 0
✅ parallel-steps completed 9 0ms ok 0
✅ hook-on-execution-state completed 12 0ms ok 0
✅ peek-hook-before-branch completed 12 0ms ok 0
✅ peek-hook-after-branch completed 12 0ms ok 0
✅ peek-hook-at-registration completed 12 0ms ok 0
✅ race-hook-before-probe completed 12 0ms ok 0
✅ race-hook-after-probe completed 12 0ms ok 0
✅ race-duplicate-delivery completed 13 0ms ok 0
✅ attr-hook-before-step completed 11 0ms ok 0
✅ attr-hook-after-step completed 11 0ms ok 0
✅ attr-from-step-body completed 13 0ms ok 0
✅ fork-hook-after-timeout completed 14 1.0m ok 0
✅ fork-hook-before-timeout completed 14 1.0m ok 0
✅ count-hook-after-timeout completed 17 1.0m ok 0
✅ count-hook-before-timeout completed 20 1.0m ok 0
✅ stale-read-step-count-fork completed 20 1.0m ok 0
✅ stale-read-equal-step-counts completed 14 1.0m ok 0
✅ step-vs-step-fork completed 12 0ms ok 0
✅ step-vs-step-fork-fenced completed 12 0ms ok 0
✅ fence-catches-benign-direction completed 12 5ms ok 0
✅ in-flight-before-decision completed 17 1.0m ok 0
❌ in-flight-before-decision-counted completed 17 1.0m ok 0
✅ in-flight-after-decision completed 19 2.0m ok 0
✅ stale-read-step-count-fork-fenced completed 20 1.0m ok 0
✅ fork-hook-wins completed 13 1.0m ok 0
✅ fork-timeout-wins completed 13 1.0m ok 0
✅ unclaimed-payload-under-fork completed 17 1.0m ok 0
✅ claimed-payload-under-fork completed 17 1.0m ok 0
✅ writers-independent-step-bodies completed 12 0ms ok 0
✅ writers-scripted-tempo completed 12 0ms ok 0
✅ cancel-mid-step cancelled 7 0ms skipped 0

Full trace: world-sim.txt

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Framework Flow route Step reg. Framework output
hono 201.6 KiB (±0) 42.3 KiB (±0) 1.79 MiB (+858 B)
nextjs-turbopack 207.8 KiB (±0) 439 B (±0) 775.6 KiB (+561 B)
About these numbers

Sizes are gzip; parentheses show the change against main.
Flow route and Step reg. gate this job, on raw bytes rather than the gzip shown, at max(2%, 50.0 KiB). Framework output is informational.

585005f · run

@alangenfeld
alangenfeld marked this pull request as ready for review September 10, 2026 18:15
@alangenfeld
alangenfeld requested a review from a team as a code owner September 10, 2026 18:15
@alangenfeld
alangenfeld added this pull request to stack #4077 September 10, 2026 18:25
@alangenfeld
alangenfeld merged commit 7740388 into main Sep 10, 2026
186 checks passed
@alangenfeld
alangenfeld deleted the alangenfeld/ws-stream-first-write-telemetry branch September 10, 2026 18:29
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No backport to stable for 7740388 (AI decision).

This is additive observability work: it introduces new phase-timing attributes on the existing workflow.stream.write span and the plumbing (timing structs, per-connection state, refactored request/write paths) to compute them. Nothing here fixes a correctness, crash, or leak defect on stable — the PR explicitly frames it as instrumentation gathered ahead of a future transport change — so it counts as a feature enhancement and belongs on main only.

To override, re-run the Backport to stable workflow manually via workflow_dispatch and paste this commit SHA into the ref input:

7740388d7fe1a744f04974c67fd583d2526658f4

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Preview – workbench-astro-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
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Preview – workbench-fastify-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workbench-nestjs-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workbench-express-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workbench-hono-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workbench-nitro-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workflow-web — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
Preview – workbench-python-workflow — 585005f6 Deployed Sep 10, 2026 by vercel[bot]
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