diff --git a/packages/docs/docs.json b/packages/docs/docs.json
index 00c1fa8d..05b972f9 100644
--- a/packages/docs/docs.json
+++ b/packages/docs/docs.json
@@ -40,6 +40,7 @@
         "pages": [
           "docs/sleeping",
           "docs/parallel-steps",
+          "docs/dynamic-steps",
           "docs/retries",
           "docs/type-safety",
           "docs/versioning",
diff --git a/packages/docs/docs/dynamic-steps.mdx b/packages/docs/docs/dynamic-steps.mdx
new file mode 100644
index 00000000..0165e462
--- /dev/null
+++ b/packages/docs/docs/dynamic-steps.mdx
@@ -0,0 +1,64 @@
+---
+title: Dynamic Steps
+description: Run a variable number of steps based on runtime data
+---
+
+Sometimes you don't know how many steps a workflow needs until it runs. You
+might need to fetch data for each item in a list, process rows from a query,
+or fan out across a set of IDs from an API response. OpenWorkflow handles
+this — you can create steps inside loops and maps, as long as each step has a
+deterministic name.
+
+## Basic Pattern
+
+Map over your data and create a step per item using `Promise.all`:
+
+```ts
+const results = await Promise.all(
+  input.items.map((item) =>
+    step.run({ name: `fetch-data:${item.id}` }, async () => {
+      return await thirdPartyApi.fetch(item.id);
+    }),
+  ),
+);
+```
+
+Each step is individually memoized. If the workflow restarts, completed steps
+return their cached results and only the remaining steps re-execute.
+
+The most important rule: **step names must be deterministic across replays**.
+Use a stable identifier from the data itself — like a database ID, a slug, or
+a unique key:
+
+```ts
+// Good — stable ID from the data
+step.run({ name: `process-order:${order.id}` }, ...)
+step.run({ name: `send-email:${user.email}` }, ...)
+
+// Bad — non-deterministic, different on every run
+step.run({ name: `task-${Date.now()}` }, ...)
+step.run({ name: `task-${crypto.randomUUID()}` }, ...)
+```
+
+<Warning>
+  Non-deterministic names (timestamps, random values, request IDs) break replay.
+  Completed steps won't be found in history, causing them to re-execute.
+</Warning>
+
+### Falling Back to Array Indexes
+
+When no stable ID exists, you can use the array index:
+
+```ts
+const results = await Promise.all(
+  input.items.map((item, index) =>
+    step.run({ name: `fetch-data:${index}` }, async () => {
+      return await thirdPartyApi.fetch(item.lookupKey);
+    }),
+  ),
+);
+```
+
+This is safe only if the array order is identical between the original run and
+any replay. If the order changes, cached results get returned for the wrong
+items.
diff --git a/packages/docs/docs/steps.mdx b/packages/docs/docs/steps.mdx
index f012b14b..896b8584 100644
--- a/packages/docs/docs/steps.mdx
+++ b/packages/docs/docs/steps.mdx
@@ -79,6 +79,9 @@ await step.run({ name: "step-1" }, ...);
 await step.run({ name: "step-2" }, ...);
 ```
 
+If you need to create a dynamic number of steps from runtime data (like
+mapping over an array), see [Dynamic Steps](/docs/dynamic-steps).
+
 <Warning>
   Changing step names after workflows are in-flight can cause replay errors.
   Completed steps won't be found in the history, causing them to re-execute. To
@@ -184,3 +187,24 @@ await step.run({ name: "do-everything" }, async () => {
   If an operation has no side effects and is fast to compute, consider whether
   it really needs to be a step. Pure computations can happen outside of steps.
 </Tip>
+
+## Large Payloads
+
+Every step result is persisted to the database. If a step returns a large
+payload, your workflow history can become heavy — especially when you have many
+steps.
+
+A good pattern is to offload large data to external storage and return only a
+reference:
+
+```ts
+const data = await step.run({ name: "fetch-report" }, async () => {
+  const report = await analyticsApi.generate(input.reportId);
+
+  const objectKey = `reports/${input.reportId}.json`;
+  await objectStore.put(objectKey, JSON.stringify(report));
+
+  // Store only the reference, not the full report
+  return { reportId: input.reportId, objectKey };
+});
+```