perf: parallelize suspension handler for high-concurrency #544

pranaygp · 2025-12-05T06:24:36Z

No description provided.

changeset-bot · 2025-12-05T06:24:40Z

🦋 Changeset detected

Latest commit: 30e3e2c

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

This PR includes changesets to release 12 packages

Name	Type
@workflow/core	Patch
@workflow/builders	Patch
@workflow/cli	Patch
@workflow/next	Patch
@workflow/nitro	Patch
@workflow/web-shared	Patch
workflow	Patch
@workflow/astro	Patch
@workflow/sveltekit	Patch
@workflow/world-testing	Patch
@workflow/nuxt	Patch
@workflow/ai	Patch

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vercel · 2025-12-05T06:24:43Z

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Project	Deployment	Preview	Comments	Updated (UTC)
example-nextjs-workflow-turbopack	Ready	Preview	Comment	Dec 7, 2025 3:30am
example-nextjs-workflow-webpack	Ready	Preview	Comment	Dec 7, 2025 3:30am
example-workflow	Ready	Preview	Comment	Dec 7, 2025 3:30am
workbench-astro-workflow	Ready	Preview	Comment	Dec 7, 2025 3:30am
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workbench-fastify-workflow	Ready	Preview	Comment	Dec 7, 2025 3:30am
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workbench-nuxt-workflow	Ready	Preview	Comment	Dec 7, 2025 3:30am
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workflow-docs	Ready	Preview	Comment	Dec 7, 2025 3:30am

github-actions · 2025-12-05T06:24:46Z

🧪 E2E Test Results

❌ Some tests failed

Summary

	Passed	Failed	Skipped	Total
✅ ▲ Vercel Production	275	0	11	286
✅ 💻 Local Development	252	0	8	260
✅ 📦 Local Production	252	0	8	260
✅ 🐘 Local Postgres	252	0	8	260
✅ 🪟 Windows	26	0	0	26
❌ 🌍 Community Worlds	105	11	0	116
Total	1162	11	35	1208

❌ Failed Tests

🌍 Community Worlds (11 failed)

mongodb (1 failed):

webhookWorkflow

redis (1 failed):

webhookWorkflow

starter (8 failed):

addTenWorkflow
addTenWorkflow
retryAttemptCounterWorkflow
crossFileErrorWorkflow - stack traces work across imported modules
hookCleanupTestWorkflow - hook token reuse after workflow completion
stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars)
stepFunctionWithClosureWorkflow - step function with closure variables passed as argument
spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step

turso (1 failed):

webhookWorkflow

Details by Category

✅ ▲ Vercel Production

App	Passed	Skipped
✅ astro	25	1
✅ example	25	1
✅ express	25	1
✅ fastify	25	1
✅ hono	25	1
✅ nextjs-turbopack	25	1
✅ nextjs-webpack	25	1
✅ nitro	25	1
✅ nuxt	25	1
✅ sveltekit	25	1
✅ vite	25	1

✅ 💻 Local Development

App	Passed	Skipped
✅ astro	25	1
✅ express	25	1
✅ fastify	25	1
✅ hono	25	1
✅ nextjs-turbopack	26	0
✅ nextjs-webpack	26	0
✅ nitro	25	1
✅ nuxt	25	1
✅ sveltekit	25	1
✅ vite	25	1

✅ 📦 Local Production

App	Passed	Skipped
✅ astro	25	1
✅ express	25	1
✅ fastify	25	1
✅ hono	25	1
✅ nextjs-turbopack	26	0
✅ nextjs-webpack	26	0
✅ nitro	25	1
✅ nuxt	25	1
✅ sveltekit	25	1
✅ vite	25	1

✅ 🐘 Local Postgres

App	Passed	Skipped
✅ astro	25	1
✅ express	25	1
✅ fastify	25	1
✅ hono	25	1
✅ nextjs-turbopack	26	0
✅ nextjs-webpack	26	0
✅ nitro	25	1
✅ nuxt	25	1
✅ sveltekit	25	1
✅ vite	25	1

✅ 🪟 Windows

App	Passed	Failed	Skipped
✅ nextjs-turbopack	26	0	0

❌ 🌍 Community Worlds

App	Passed	Failed
✅ mongodb-dev	3	0
❌ mongodb	25	1
✅ redis-dev	3	0
❌ redis	25	1
✅ starter-dev	3	0
❌ starter	18	8
✅ turso-dev	3	0
❌ turso	25	1

📋 View full workflow run

pranaygp · 2025-12-05T06:24:55Z

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github-actions · 2025-12-07T03:13:38Z

📊 Benchmark Results

📈 Comparing against baseline from main branch. Green 🟢 = faster, Red 🔺 = slower.

workflow with no steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Next.js (Turbopack)	0.034s (+4.6%)	1.016s (~)	0.982s	10	1.00x
🌐 Starter	Next.js (Turbopack)	0.039s (-0.5%)	1.013s (~)	0.974s	10	1.15x
🌐 Redis	Next.js (Turbopack)	0.041s (~)	1.017s (~)	0.977s	10	1.19x
💻 Local	Express	0.043s (+0.7%)	1.008s (~)	0.965s	10	1.26x
💻 Local	Nitro	0.043s (-1.1%)	1.006s (-1.0%)	0.963s	10	1.27x
🌐 MongoDB	Next.js (Turbopack)	0.063s (-43.6% 🟢)	1.015s (~)	0.952s	10	1.86x
🌐 Turso	Next.js (Turbopack)	0.097s (+102.3% 🔺)	1.014s (~)	0.916s	10	2.86x
🐘 Postgres	Next.js (Turbopack)	0.154s (-13.1% 🟢)	1.022s (~)	0.868s	10	4.54x
🐘 Postgres	Express	0.234s (-33.5% 🟢)	1.033s (+2.0%)	0.799s	10	6.89x
🐘 Postgres	Nitro	0.311s (-21.2% 🟢)	1.013s (-3.8%)	0.702s	10	9.14x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	0.507s (-9.6% 🟢)	1.429s (-4.6%)	0.922s	10	1.00x
▲ Vercel	Next.js (Turbopack)	⚠️ missing	-	-	-	-
▲ Vercel	Nitro	⚠️ missing	-	-	-	-

🔍 Observability: Express

workflow with 1 step

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Next.js (Turbopack)	1.075s (-0.6%)	2.011s (~)	0.936s	10	1.00x
🌐 Starter	Next.js (Turbopack)	1.088s (-0.7%)	2.009s (~)	0.921s	10	1.01x
🌐 Redis	Next.js (Turbopack)	1.101s (~)	2.012s (~)	0.911s	10	1.02x
💻 Local	Nitro	1.110s (~)	2.006s (~)	0.896s	10	1.03x
💻 Local	Express	1.112s (~)	2.007s (~)	0.894s	10	1.03x
🌐 MongoDB	Next.js (Turbopack)	1.301s (~)	2.018s (~)	0.717s	10	1.21x
🌐 Turso	Next.js (Turbopack)	1.319s (+3.4%)	2.011s (~)	0.692s	10	1.23x
🐘 Postgres	Next.js (Turbopack)	1.919s (~)	2.015s (-4.7%)	0.096s	10	1.78x
🐘 Postgres	Nitro	2.168s (-4.1%)	3.013s (~)	0.845s	10	2.02x
🐘 Postgres	Express	2.429s (+9.8% 🔺)	3.016s (~)	0.587s	10	2.26x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	2.497s (~)	3.525s (+2.8%)	1.028s	10	1.00x
▲ Vercel	Next.js (Turbopack)	⚠️ missing	-	-	-	-
▲ Vercel	Nitro	⚠️ missing	-	-	-	-

🔍 Observability: Express

workflow with 10 sequential steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Next.js (Turbopack)	10.520s (~)	11.015s (~)	0.495s	5	1.00x
🌐 Starter	Next.js (Turbopack)	10.572s (~)	11.011s (~)	0.439s	5	1.00x
🌐 Redis	Next.js (Turbopack)	10.676s (~)	11.017s (~)	0.340s	5	1.01x
💻 Local	Nitro	10.786s (~)	11.011s (~)	0.225s	5	1.03x
💻 Local	Express	10.787s (~)	11.013s (~)	0.226s	5	1.03x
🌐 Turso	Next.js (Turbopack)	12.197s (~)	13.021s (~)	0.824s	5	1.16x
🌐 MongoDB	Next.js (Turbopack)	12.272s (+2.2%)	13.032s (+4.9%)	0.759s	5	1.17x
🐘 Postgres	Next.js (Turbopack)	15.285s (+0.6%)	16.027s (~)	0.743s	5	1.45x
🐘 Postgres	Express	20.309s (~)	21.037s (~)	0.728s	5	1.93x
🐘 Postgres	Nitro	20.422s (+1.1%)	21.034s (~)	0.612s	5	1.94x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	21.998s (+4.8%)	22.602s (+3.4%)	0.604s	5	1.00x
▲ Vercel	Next.js (Turbopack)	⚠️ missing	-	-	-	-
▲ Vercel	Nitro	⚠️ missing	-	-	-	-

🔍 Observability: Express

workflow with 10 parallel steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Next.js (Turbopack)	1.346s (+1.4%)	2.015s (~)	0.669s	5	1.00x
🌐 Starter	Next.js (Turbopack)	1.352s (-3.4%)	2.008s (~)	0.656s	5	1.00x
🌐 Redis	Next.js (Turbopack)	1.360s (+1.0%)	2.010s (~)	0.650s	5	1.01x
💻 Local	Nitro	1.403s (~)	2.005s (~)	0.602s	5	1.04x
💻 Local	Express	1.414s (+1.3%)	2.006s (~)	0.592s	5	1.05x
🐘 Postgres	Next.js (Turbopack)	1.872s (+13.3% 🔺)	2.014s (-9.0% 🟢)	0.142s	5	1.39x
🌐 MongoDB	Next.js (Turbopack)	2.130s (~)	3.015s (~)	0.885s	5	1.58x
🌐 Turso	Next.js (Turbopack)	2.232s (+5.3% 🔺)	3.013s (~)	0.781s	5	1.66x
🐘 Postgres	Express	2.390s (-9.3% 🟢)	3.012s (~)	0.622s	5	1.78x
🐘 Postgres	Nitro	2.587s (-3.6%)	3.012s (~)	0.425s	5	1.92x

▲ Production (Vercel)

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	2.713s (-31.3% 🟢)	3.506s (-25.1% 🟢)	0.792s	5	1.00x
▲ Vercel	Next.js (Turbopack)	⚠️ missing	-	-	-	-
▲ Vercel	Nitro	⚠️ missing	-	-	-	-

🔍 Observability: Express

stress test: Promise.all with 100 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🌐 Starter	🥇 Next.js (Turbopack)	6.475s (-3.0%)	6.797s (-3.7%)	0.322s	5	1.00x
🐘 Postgres	Nitro	8.104s (-5.6% 🟢)	8.702s (-2.6%)	0.598s	4	1.25x
🌐 Redis	Next.js (Turbopack)	8.496s (+6.8% 🔺)	8.606s (+1.8%)	0.110s	4	1.31x
🐘 Postgres	Next.js (Turbopack)	8.500s (-2.7%)	9.116s (+3.0%)	0.616s	4	1.31x
🐘 Postgres	Express	8.836s (+2.8%)	9.126s (+1.7%)	0.289s	4	1.36x
💻 Local	Next.js (Turbopack)	12.577s (-4.5%)	13.143s (-1.1%)	0.566s	3	1.94x
💻 Local	Express	17.709s (+35.4% 🔺)	18.550s (+39.3% 🔺)	0.841s	2	2.73x
💻 Local	Nitro	17.945s (+24.0% 🔺)	18.888s (+28.8% 🔺)	0.944s	2	2.77x
🌐 MongoDB	Next.js (Turbopack)	19.924s (-0.8%)	20.528s (~)	0.604s	2	3.08x
🌐 Turso	Next.js (Turbopack)	20.209s (~)	20.532s (~)	0.323s	2	3.12x

▲ Production (Vercel)

No data available

stress test: Promise.race with 100 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🌐 Starter	🥇 Next.js (Turbopack)	6.634s (-2.5%)	6.929s (-1.4%)	0.295s	5	1.00x
🐘 Postgres	Nitro	8.238s (-16.5% 🟢)	8.767s (-13.5% 🟢)	0.529s	4	1.24x
🌐 Redis	Next.js (Turbopack)	8.806s (+5.4% 🔺)	8.884s (-0.7%)	0.077s	4	1.33x
🐘 Postgres	Express	8.993s (-4.6%)	9.401s (-4.6%)	0.409s	4	1.36x
🐘 Postgres	Next.js (Turbopack)	9.861s (+5.1% 🔺)	10.197s (+5.0%)	0.336s	4	1.49x
💻 Local	Next.js (Turbopack)	15.243s (+7.2% 🔺)	16.190s (+11.5% 🔺)	0.947s	2	2.30x
💻 Local	Express	17.279s (+22.3% 🔺)	17.876s (+24.1% 🔺)	0.596s	2	2.60x
💻 Local	Nitro	17.381s (+3.1%)	18.356s (+7.3% 🔺)	0.975s	2	2.62x
🌐 Turso	Next.js (Turbopack)	19.977s (-1.3%)	20.531s (~)	0.555s	2	3.01x
🌐 MongoDB	Next.js (Turbopack)	20.119s (~)	20.527s (~)	0.408s	2	3.03x

▲ Production (Vercel)

No data available

Stream Benchmarks (includes TTFB metrics)

workflow with stream

💻 Local Development

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
💻 Local	🥇 Next.js (Turbopack)	0.103s (-1.1%)	1.002s (~)	0.014s (-23.5% 🟢)	1.024s (-0.6%)	0.920s	10	1.00x
🌐 Starter	Next.js (Turbopack)	0.126s (-9.1% 🟢)	1.005s (~)	0.000s (-50.0% 🟢)	1.010s (~)	0.884s	10	1.21x
🌐 Redis	Next.js (Turbopack)	0.141s (~)	1.004s (~)	0.000s (+Infinity% 🔺)	1.013s (~)	0.871s	10	1.36x
💻 Local	Nitro	0.173s (-2.0%)	0.992s (~)	0.014s (+1.4%)	1.020s (~)	0.847s	10	1.67x
💻 Local	Express	0.173s (-0.7%)	0.992s (~)	0.014s (+0.7%)	1.021s (~)	0.847s	10	1.68x
🌐 Turso	Next.js (Turbopack)	0.456s (+1.2%)	0.991s (-0.5%)	0.000s (-50.0% 🟢)	1.011s (~)	0.555s	10	4.41x
🌐 MongoDB	Next.js (Turbopack)	0.512s (+11.3% 🔺)	0.937s (-4.8%)	0.000s (NaN%)	1.013s (~)	0.501s	10	4.95x
🐘 Postgres	Nitro	1.005s (-35.8% 🟢)	1.162s (-35.5% 🟢)	0.000s (-100.0% 🟢)	1.411s (-33.2% 🟢)	0.406s	10	9.72x
🐘 Postgres	Next.js (Turbopack)	1.125s (+13.9% 🔺)	1.701s (-0.8%)	0.000s (+200.0% 🔺)	1.817s (~)	0.691s	10	10.88x
🐘 Postgres	Express	2.276s (-1.0%)	2.763s (+0.7%)	0.000s (-100.0% 🟢)	3.014s (~)	0.738s	10	22.01x

▲ Production (Vercel)

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
▲ Vercel	🥇 Express	2.418s (-14.2% 🟢)	2.804s (-9.4% 🟢)	0.524s (-34.8% 🟢)	3.738s (-14.2% 🟢)	1.320s	10	1.00x
▲ Vercel	Next.js (Turbopack)	⚠️ missing	-	-	-	-	-
▲ Vercel	Nitro	⚠️ missing	-	-	-	-	-

🔍 Observability: Express

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World	🥇 Fastest Framework	Wins
💻 Local	Next.js (Turbopack)	7/7
🐘 Postgres	Next.js (Turbopack)	4/7
▲ Vercel	Express	5/5

Fastest World by Framework

Winner determined by most benchmark wins

Framework	🥇 Fastest World	Wins
Express	💻 Local	5/7
Next.js (Turbopack)	💻 Local	5/7
Nitro	💻 Local	5/7

Column Definitions

Workflow Time: Runtime reported by workflow (completedAt - createdAt) - primary metric
TTFB: Time to First Byte - time from workflow start until first stream byte received (stream benchmarks only)
Slurp: Time from first byte to complete stream consumption (stream benchmarks only)
Wall Time: Total testbench time (trigger workflow + poll for result)
Overhead: Testbench overhead (Wall Time - Workflow Time)
Samples: Number of benchmark iterations run
vs Fastest: How much slower compared to the fastest configuration for this benchmark

Worlds:

💻 Local: In-memory filesystem world (local development)
🐘 Postgres: PostgreSQL database world (local development)
▲ Vercel: Vercel production/preview deployment
🌐 Starter: Community world (local development)
🌐 Turso: Community world (local development)
🌐 MongoDB: Community world (local development)
🌐 Redis: Community world (local development)
🌐 Jazz: Community world (local development)

📋 View full workflow run

❌ Some benchmark jobs failed:

Local: success
Postgres: success
Vercel: failure

Check the workflow run for details.

This was referenced Dec 5, 2025

Add stress test benchmarks for large concurrent step counts #539

Merged

perf: use Map for invocationsQueue (O(1) lookup/delete) #541

Merged

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perf: parallelize suspension handler for high-concurrency

30e3e2c

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perf: parallelize suspension handler for high-concurrency #544

perf: parallelize suspension handler for high-concurrency #544

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