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diff --git a/guide/src/workflow.md b/guide/src/workflow.md
index fd53f6a9..996fb24c 100644
--- a/guide/src/workflow.md
+++ b/guide/src/workflow.md
@@ -3,7 +3,7 @@
## Basic Editing Workflow and Bots
Both human editors and bots should have edits go through the same API, with
-humans using either the default web interface, integrations, or client
+humans using either the default web interface, integration, or client
software.
The normal workflow is to create edits (or updates, merges, deletions) on
@@ -22,7 +22,7 @@ push through edits more rapidly (eg, importing new works from a publisher API).
Bots need to be tuned to have appropriate edit group sizes (eg, daily batches,
instead of millions of works in a single edit) to make human QA review and
-reverts managable.
+reverts manageable.
Data progeny and source references are captured in the edit metadata, instead
of being encoded in the entity data model itself. In the case of importing
@@ -33,5 +33,5 @@ Human editors can leave edit messages to clarify their sources.
A [style guide](./style_guide.md) and discussion forum are intended to be be
hosted as separate stand-alone services for editors to propose projects and
debate process or scope changes. These services should have unified accounts
-and logins (oauth?) for consistent account IDs across all services.
+and logins (OAuth?) for consistent account IDs across all services.