docs: Add durable streaming migration guide, FAQ, and content enhancements by johnlindquist · Pull Request #1323 · vercel/workflow

johnlindquist · 2026-03-11T03:30:11Z

Summary

New: Migration guide (foundations/migrate-ephemeral-streaming.mdx) — Step-by-step guide for moving from ephemeral streaming to durable streaming with Workflow DevKit. Covers wrapping generation in a workflow step, exposing runId, swapping in WorkflowChatTransport, and common gotchas.
New: FAQ section (faq/index.mdx) — 13 questions covering troubleshooting (silent step failures, WorkflowChatTransport body shape), migration (incremental adoption, what you get after migrating), compatibility (local dev, AI SDK, frameworks, DurableAgent), and advanced usage (reconnection flow, user input hooks, redeploy behavior, multiple clients).
Enhanced: foundations/streaming.mdx — Added "Why durable streaming" section explaining the durability model vs ephemeral connections, with links to migration guide and resumable streams.
Enhanced: ai/resumable-streams.mdx — Added common gotchas callout for WorkflowChatTransport request body customization via prepareSendMessagesRequest, and local debugging tips using the Web UI.
Enhanced: deploying/world/local-world.mdx — Added "Why local development matters" section highlighting the step debugger for catching silent failures during development.
Enhanced: observability/index.mdx — Added debugging walkthrough for silent step failures using the Web UI, with step-by-step instructions.

Context

Based on real developer feedback from a Workflow migration (async-recipes app). The feedback identified these gaps:

No migration path from ephemeral to durable streaming
No FAQ or troubleshooting content
WorkflowChatTransport gotchas not documented near usage examples
"Works locally" story not prominent enough in local dev and observability docs

Test plan

Verify new pages render correctly in the docs site (npm run dev)
Verify navigation: migration guide appears under Foundations after Streaming
Verify navigation: FAQ appears in top-level nav before API Reference
Verify all internal links resolve (migration guide, FAQ cross-references)
Verify existing pages still render after enhancements (streaming, resumable-streams, local-world, observability)

changeset-bot · 2026-03-11T03:30:15Z

⚠️ No Changeset found

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vercel · 2026-03-11T03:30:17Z

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

Project	Deployment	Actions	Updated (UTC)
example-nextjs-workflow-turbopack	Ready	Preview, Comment	Apr 6, 2026 10:13pm
example-nextjs-workflow-webpack	Ready	Preview, Comment	Apr 6, 2026 10:13pm
example-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-astro-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-express-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-fastify-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-hono-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-nitro-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-nuxt-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-sveltekit-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workbench-vite-workflow	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workflow-docs	Ready	Preview, Comment, Open in v0	Apr 6, 2026 10:13pm
workflow-nest	Ready	Preview, Comment	Apr 6, 2026 10:13pm
workflow-swc-playground	Ready	Preview, Comment	Apr 6, 2026 10:13pm

github-actions · 2026-03-11T03:30:21Z

📊 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
🐘 Postgres	🥇 Nitro	0.056s (-4.9%)	1.010s (~)	0.954s	10	1.00x
🐘 Postgres	Express	0.058s (-4.3%)	1.010s (~)	0.952s	10	1.04x

workflow with 1 step

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	1.144s (~)	2.009s (~)	0.865s	10	1.00x
🐘 Postgres	Express	1.149s (~)	2.007s (~)	0.859s	10	1.00x

workflow with 10 sequential steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	10.879s (~)	11.023s (~)	0.144s	3	1.00x
🐘 Postgres	Nitro	10.918s (~)	11.026s (~)	0.109s	3	1.00x

workflow with 25 sequential steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	14.578s (~)	15.022s (~)	0.444s	4	1.00x
🐘 Postgres	Nitro	14.587s (~)	15.026s (~)	0.439s	4	1.00x

workflow with 50 sequential steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	13.993s (-1.4%)	14.447s (-2.9%)	0.455s	7	1.00x
🐘 Postgres	Nitro	14.161s (+1.1%)	15.023s (+6.0% 🔺)	0.862s	6	1.01x

Promise.all with 10 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	1.249s (-2.9%)	2.010s (~)	0.761s	15	1.00x
🐘 Postgres	Nitro	1.262s (~)	2.009s (~)	0.747s	15	1.01x

Promise.all with 25 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	2.309s (-1.1%)	3.009s (~)	0.701s	10	1.00x
🐘 Postgres	Express	2.318s (~)	3.008s (~)	0.690s	10	1.00x

Promise.all with 50 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	3.449s (-1.1%)	4.009s (~)	0.560s	8	1.00x
🐘 Postgres	Express	3.482s (~)	4.010s (~)	0.528s	8	1.01x

Promise.race with 10 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	1.249s (+0.5%)	2.007s (~)	0.758s	15	1.00x
🐘 Postgres	Express	1.276s (+1.5%)	2.008s (~)	0.732s	15	1.02x

Promise.race with 25 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	2.299s (-1.0%)	3.009s (~)	0.711s	10	1.00x
🐘 Postgres	Express	2.325s (-1.3%)	3.009s (~)	0.683s	10	1.01x

Promise.race with 50 concurrent steps

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	3.443s (-0.8%)	4.013s (~)	0.570s	8	1.00x
🐘 Postgres	Express	3.472s (-0.7%)	4.012s (~)	0.540s	8	1.01x

workflow with 10 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	0.817s (-5.3% 🟢)	1.006s (-1.8%)	0.189s	60	1.00x
🐘 Postgres	Nitro	0.851s (+1.9%)	1.006s (~)	0.155s	60	1.04x

workflow with 25 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	1.979s (-5.6% 🟢)	2.340s (-19.6% 🟢)	0.361s	39	1.00x
🐘 Postgres	Nitro	2.048s (+4.1%)	2.535s (+12.3% 🔺)	0.488s	36	1.03x

workflow with 50 sequential data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	3.969s (-0.8%)	4.296s (-0.8%)	0.327s	28	1.00x
🐘 Postgres	Express	4.032s (-4.3%)	4.528s (-9.0% 🟢)	0.496s	27	1.02x

workflow with 10 concurrent data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	0.275s (-0.9%)	1.007s (~)	0.731s	60	1.00x
🐘 Postgres	Express	0.286s (-0.5%)	1.007s (~)	0.721s	60	1.04x

workflow with 25 concurrent data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	0.474s (-3.6%)	1.006s (~)	0.532s	90	1.00x
🐘 Postgres	Express	0.488s (-0.7%)	1.007s (~)	0.518s	90	1.03x

workflow with 50 concurrent data payload steps (10KB)

💻 Local Development

World	Framework	Workflow Time	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	0.780s (~)	1.007s (~)	0.227s	120	1.00x
🐘 Postgres	Express	0.785s (-2.7%)	1.016s (+0.6%)	0.230s	119	1.01x

Stream Benchmarks (includes TTFB metrics)

workflow with stream

💻 Local Development

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Express	0.199s (-8.6% 🟢)	0.996s (~)	0.001s (+7.7% 🔺)	1.009s (~)	0.810s	10	1.00x
🐘 Postgres	Nitro	0.207s (+1.8%)	0.995s (~)	0.001s (-23.1% 🟢)	1.009s (~)	0.803s	10	1.04x

stream pipeline with 5 transform steps (1MB)

💻 Local Development

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	0.607s (-2.1%)	1.002s (~)	0.004s (+32.7% 🔺)	1.020s (~)	0.414s	59	1.00x
🐘 Postgres	Express	0.610s (+0.6%)	1.004s (~)	0.004s (+5.5% 🔺)	1.021s (~)	0.412s	59	1.01x

10 parallel streams (1MB each)

💻 Local Development

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	0.935s (-1.6%)	1.149s (-3.9%)	0.000s (+284.6% 🔺)	1.161s (-3.9%)	0.227s	52	1.00x
🐘 Postgres	Express	0.942s (-1.1%)	1.214s (+3.8%)	0.000s (+2.0%)	1.230s (+3.8%)	0.288s	50	1.01x

fan-out fan-in 10 streams (1MB each)

💻 Local Development

World	Framework	Workflow Time	TTFB	Slurp	Wall Time	Overhead	Samples	vs Fastest
🐘 Postgres	🥇 Nitro	1.687s (-4.8%)	2.101s (~)	0.000s (+Infinity% 🔺)	2.113s (-1.4%)	0.426s	29	1.00x
🐘 Postgres	Express	1.723s (-2.5%)	2.139s (+3.1%)	0.000s (-48.2% 🟢)	2.152s (+2.1%)	0.429s	28	1.02x

Summary

Fastest Framework by World

Winner determined by most benchmark wins

World	🥇 Fastest Framework	Wins
🐘 Postgres	Nitro	14/21

Fastest World by Framework

Winner determined by most benchmark wins

Framework	🥇 Fastest World	Wins
Express	🐘 Postgres	21/21
Nitro	🐘 Postgres	21/21

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
🌐 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: failure
Postgres: success
Vercel: cancelled

Check the workflow run for details.

github-actions · 2026-03-11T03:30:23Z

🧪 E2E Test Results

❌ Some tests failed

Summary

	Passed	Failed	Skipped	Total
✅ ▲ Vercel Production	846	0	67	913
✅ 💻 Local Development	818	0	178	996
✅ 📦 Local Production	818	0	178	996
✅ 🐘 Local Postgres	818	0	178	996
✅ 🪟 Windows	75	0	8	83
❌ 🌍 Community Worlds	135	63	24	222
✅ 📋 Other	207	0	42	249
Total	3717	63	675	4455

❌ Failed Tests

🌍 Community Worlds (63 failed)

mongodb (3 failed):

hookWorkflow is not resumable via public webhook endpoint | wrun_01KNJDQQPC32NWAJVWBHT819M0
concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNJE06AVFQTD5GD124XYVZEF
resilient start: addTenWorkflow completes when run_created returns 500

redis (3 failed):

hookWorkflow is not resumable via public webhook endpoint | wrun_01KNJDQQPC32NWAJVWBHT819M0
concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNJE06AVFQTD5GD124XYVZEF
resilient start: addTenWorkflow completes when run_created returns 500

turso (57 failed):

addTenWorkflow | wrun_01KNJDPDEE2MQT17JYNQY6SE1K
addTenWorkflow | wrun_01KNJDPDEE2MQT17JYNQY6SE1K
wellKnownAgentWorkflow (.well-known/agent) | wrun_01KNJDQS1CS34CSM1GKT9F4KV9
should work with react rendering in step
promiseAllWorkflow | wrun_01KNJDPMNZ8ARCT6G23B4SVX24
promiseRaceWorkflow | wrun_01KNJDPT8ASK5YRHS9J2F5G8G2
promiseAnyWorkflow | wrun_01KNJDPWHXP4SV2F0D07VY8JV5
importedStepOnlyWorkflow | wrun_01KNJDR6GFSN08294X6HTY8KDN
hookWorkflow | wrun_01KNJDQB5V06RAPABSASPD8HPV
hookWorkflow is not resumable via public webhook endpoint | wrun_01KNJDQQPC32NWAJVWBHT819M0
webhookWorkflow | wrun_01KNJDR0QYH76G111HAA7FY9N1
sleepingWorkflow | wrun_01KNJDR74NGBM7XG38ZYYEPVHN
parallelSleepWorkflow | wrun_01KNJDRM3174KGYXA8GM9GM2A6
nullByteWorkflow | wrun_01KNJDRRQN25DEMQZSPP747FKJ
workflowAndStepMetadataWorkflow | wrun_01KNJDRWAMWZFF3K4CP63V67NT
fetchWorkflow | wrun_01KNJDVJ8QR2PFEAW33PY0Q2W6
promiseRaceStressTestWorkflow | wrun_01KNJDVQ6NJZ5EYEDMJ8H2KE1Z
error handling error propagation workflow errors nested function calls preserve message and stack trace
error handling error propagation workflow errors cross-file imports preserve message and stack trace
error handling error propagation step errors basic step error preserves message and stack trace
error handling error propagation step errors cross-file step error preserves message and function names in stack
error handling retry behavior regular Error retries until success
error handling retry behavior FatalError fails immediately without retries
error handling retry behavior RetryableError respects custom retryAfter delay
error handling retry behavior maxRetries=0 disables retries
error handling catchability FatalError can be caught and detected with FatalError.is()
error handling not registered WorkflowNotRegisteredError fails the run when workflow does not exist
error handling not registered StepNotRegisteredError fails the step but workflow can catch it
error handling not registered StepNotRegisteredError fails the run when not caught in workflow
hookCleanupTestWorkflow - hook token reuse after workflow completion | wrun_01KNJDZH319DSZ5R7805WKHQWM
concurrent hook token conflict - two workflows cannot use the same hook token simultaneously | wrun_01KNJE06AVFQTD5GD124XYVZEF
hookDisposeTestWorkflow - hook token reuse after explicit disposal while workflow still running | wrun_01KNJE0VBZPG1J4WF7HCBJKSS1
stepFunctionPassingWorkflow - step function references can be passed as arguments (without closure vars) | wrun_01KNJE1FHF2ZEX6Q776201392M
stepFunctionWithClosureWorkflow - step function with closure variables passed as argument | wrun_01KNJE1RVWMG29CJ3PXCWMGNXX
closureVariableWorkflow - nested step functions with closure variables | wrun_01KNJE1YHD419N632ZXM6DYQD5
spawnWorkflowFromStepWorkflow - spawning a child workflow using start() inside a step | wrun_01KNJE20XG97DHSZTDQCM2S950
health check (queue-based) - workflow and step endpoints respond to health check messages
pathsAliasWorkflow - TypeScript path aliases resolve correctly | wrun_01KNJE2H8YAMP7X5D1FGPQB54E
Calculator.calculate - static workflow method using static step methods from another class | wrun_01KNJE2Q90FBR3WBWR0A1QYXGB
AllInOneService.processNumber - static workflow method using sibling static step methods | wrun_01KNJE2Y45RVXBN31Q0RQTMGZ4
ChainableService.processWithThis - static step methods using this to reference the class | wrun_01KNJE33QKBXEAW0J7QT31WT2H
thisSerializationWorkflow - step function invoked with .call() and .apply() | wrun_01KNJE39HSJT9NRNPKXG3HKZ3W
customSerializationWorkflow - custom class serialization with WORKFLOW_SERIALIZE/WORKFLOW_DESERIALIZE | wrun_01KNJE3HX4KSCRT8CQBWCJFQAP
instanceMethodStepWorkflow - instance methods with "use step" directive | wrun_01KNJE3RWAT30CYWNREJP6V9KN
crossContextSerdeWorkflow - classes defined in step code are deserializable in workflow context | wrun_01KNJE44MQR1H623ZSG73NC5Q9
stepFunctionAsStartArgWorkflow - step function reference passed as start() argument | wrun_01KNJE4DV2KJK8W5BF60ZKBD5J
cancelRun - cancelling a running workflow | wrun_01KNJE4MXT0GS9ZRDXCTM4D5P8
cancelRun via CLI - cancelling a running workflow | wrun_01KNJE4YEA42WM6F0P1D2XQBZF
pages router addTenWorkflow via pages router
pages router promiseAllWorkflow via pages router
pages router sleepingWorkflow via pages router
hookWithSleepWorkflow - hook payloads delivered correctly with concurrent sleep | wrun_01KNJE5APBAK78KS7JXDYWHW8J
sleepInLoopWorkflow - sleep inside loop with steps actually delays each iteration | wrun_01KNJE60KCWVWT239G3AZYQXSD
sleepWithSequentialStepsWorkflow - sequential steps work with concurrent sleep (control) | wrun_01KNJE6B11QEDRAQZMHTQ4DQ6M
importMetaUrlWorkflow - import.meta.url is available in step bundles
metadataFromHelperWorkflow - getWorkflowMetadata/getStepMetadata work from module-level helper (#1577)
resilient start: addTenWorkflow completes when run_created returns 500

Details by Category

✅ ▲ Vercel Production

App	Passed	Skipped
✅ astro	76	7
✅ example	76	7
✅ express	76	7
✅ fastify	76	7
✅ hono	76	7
✅ nextjs-turbopack	81	2
✅ nextjs-webpack	81	2
✅ nitro	76	7
✅ nuxt	76	7
✅ sveltekit	76	7
✅ vite	76	7

✅ 💻 Local Development

App	Passed	Skipped
✅ astro-stable	69	14
✅ express-stable	69	14
✅ fastify-stable	69	14
✅ hono-stable	69	14
✅ nextjs-turbopack-canary	58	25
✅ nextjs-turbopack-stable	75	8
✅ nextjs-webpack-canary	58	25
✅ nextjs-webpack-stable	75	8
✅ nitro-stable	69	14
✅ nuxt-stable	69	14
✅ sveltekit-stable	69	14
✅ vite-stable	69	14

✅ 📦 Local Production

App	Passed	Skipped
✅ astro-stable	69	14
✅ express-stable	69	14
✅ fastify-stable	69	14
✅ hono-stable	69	14
✅ nextjs-turbopack-canary	58	25
✅ nextjs-turbopack-stable	75	8
✅ nextjs-webpack-canary	58	25
✅ nextjs-webpack-stable	75	8
✅ nitro-stable	69	14
✅ nuxt-stable	69	14
✅ sveltekit-stable	69	14
✅ vite-stable	69	14

✅ 🐘 Local Postgres

App	Passed	Skipped
✅ astro-stable	69	14
✅ express-stable	69	14
✅ fastify-stable	69	14
✅ hono-stable	69	14
✅ nextjs-turbopack-canary	58	25
✅ nextjs-turbopack-stable	75	8
✅ nextjs-webpack-canary	58	25
✅ nextjs-webpack-stable	75	8
✅ nitro-stable	69	14
✅ nuxt-stable	69	14
✅ sveltekit-stable	69	14
✅ vite-stable	69	14

✅ 🪟 Windows

App	Passed	Failed	Skipped
✅ nextjs-turbopack	75	0	8

❌ 🌍 Community Worlds

App	Passed	Failed	Skipped
✅ mongodb-dev	5	0	0
❌ mongodb	58	3	8
✅ redis-dev	5	0	0
❌ redis	58	3	8
✅ turso-dev	5	0	0
❌ turso	4	57	8

✅ 📋 Other

App	Passed	Skipped
✅ e2e-local-dev-nest-stable	69	14
✅ e2e-local-postgres-nest-stable	69	14
✅ e2e-local-prod-nest-stable	69	14

📋 View full workflow run

Use DurableAgent string model IDs ("anthropic/claude-haiku-4.5") instead of AI SDK provider functions (openai("gpt-4o")) in new docs content.

- Use workflow-level getWritable() instead of wrapping in a step - DurableAgent internally creates steps, no manual "use step" needed - Use ModelMessage type with convertToModelMessages - Split workflow definition and route handler into separate files matching the pattern in ai/index.mdx

- resumable-streams.mdx: clarify run does not need to be active to connect to a stream (per VaguelySerious) - faq/index.mdx: same correction for reconnection troubleshooting - faq/index.mdx: update deployment FAQ answer — Vercel World runs continue on their original deployment, not just "survive"

johnlindquist requested a review from a team as a code owner March 11, 2026 03:30

vercel bot deployed to Preview – workflow-swc-playground March 11, 2026 03:30 View deployment

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vercel bot deployed to Preview – workbench-express-workflow March 11, 2026 03:31 View deployment

vercel bot deployed to Preview – workbench-fastify-workflow March 11, 2026 03:31 View deployment

vercel bot deployed to Preview – workflow-nest March 11, 2026 03:31 View deployment

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johnlindquist added 2 commits April 6, 2026 08:38

Fix model references to match existing docs conventions

5fcd8e0

Use DurableAgent string model IDs ("anthropic/claude-haiku-4.5") instead of AI SDK provider functions (openai("gpt-4o")) in new docs content.

johnlindquist force-pushed the docs/workflow-streaming-content branch from b566f42 to faf25b5 Compare April 6, 2026 14:38

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