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diff --git a/documentation/latest/_sources/user/lambda/advanced.rst.txt b/documentation/latest/_sources/user/lambda/advanced.rst.txt
@@ -24,32 +24,14 @@ The typical use case for a Lambda data store is to be fed by an analytic streami
 update summary ``SimpleFeature``\ s with derived attributes containing analytic results. For example, when
 aggregating GPS tracks, there could be a dynamically updated field for current estimated heading.
 
-Typical streaming analytics will run in many concurrent threads, for example using `Apache Storm`_. The Lambda
+Typical streaming analytics will run in many concurrent threads. The Lambda
 store achieves parallelism based on the ``lambda.kafka.partitions`` parameter. Generally you should start with this
 set to the number of writer threads being used, and adjust up or down as needed.
 
-.. _Apache Storm: https://storm.apache.org/
-
-
 Any data store instances used only for reads (e.g. GeoServer) should generally disable writing by setting the
-``expiry`` parameter to ``Inf``. Note that there must be at least one data store instance with a valid ``expiry``,
+``lambda.persist`` parameter to ``false``. Note that there must be at least one data store instance with persistence enabled,
 or features will never be removed from memory and persisted to long-term storage.
 
-Manual Persistence
-------------------
-
-Instead of allowing features to be persisted to long-term storage automatically, you may instead control exactly
-when features are written. To do this, set the ``lambda.persist`` parameter to ``false`` on all data store instances.
-Write and remove features from the Lambda data store using ``SimpleFeatureWriter``\ s as usual to
-add and delete them from the in-memory cache. With ``lambda.persist`` disabled, this will not affect long-term storage.
-Note that data stores will still expire features from memory - this is required to clean up internal state.
-Make sure that the ``lambda.expiry`` parameter is set high enough that it won't remove features that you still want
-available in memory.
-
-To write features to long-term storage, instantiate an instance of the delegate data store (``AccumuloDataStore``)
-using the same connection parameters as for the Lambda store. Any features written to the delegate store will
-then be queryable by the Lambda store, and merged with the in-memory cache.
-
 Monitoring State
 ----------------
 
@@ -58,10 +40,10 @@ The state of a Lambda data store can be monitored by enabling logging on the fol
 ================================================================= ========= ===============================================
 Class                                                             Level     Info
 ================================================================= ========= ===============================================
-org.locationtech.geomesa.lambda.stream.kafka.DataStorePersistence ``debug`` Count of features written to long-term storage
-org.locationtech.geomesa.lambda.stream.kafka.DataStorePersistence ``trace`` All features written to long-term storage
 org.locationtech.geomesa.lambda.stream.kafka.KafkaStore           ``trace`` All features written to Kafka
 org.locationtech.geomesa.lambda.stream.kafka.KafkaCacheLoader     ``trace`` All features read from Kafka
-org.locationtech.geomesa.lambda.stream.kafka.KafkaFeatureCache    ``debug`` Size of in-memory cache
+org.locationtech.geomesa.lambda.stream.kafka.KafkaFeatureCache    ``debug`` Partition assignments, Size of in-memory cache,
+                                                                            summary of writes to persistent storage
 org.locationtech.geomesa.lambda.stream.kafka.KafkaFeatureCache    ``trace`` All features added/removed from in-memory cache
+                                                                            or written to persistent storage
 ================================================================= ========= ===============================================
diff --git a/documentation/latest/_sources/user/lambda/geoserver.rst.txt b/documentation/latest/_sources/user/lambda/geoserver.rst.txt
@@ -22,6 +22,6 @@ are described in :ref:`lambda_parameters`.
 .. note::
 
     To prevent GeoServer from participating in persistence of entries to Accumulo, you
-    can set the ``lambda.expiry`` parameter to ``Inf``
+    should set the ``lambda.persist`` parameter to ``false``
 
 Click "Save", and GeoServer will search your Accumulo table for any GeoMesa-managed feature types.
diff --git a/documentation/latest/_sources/user/lambda/overview.rst.txt b/documentation/latest/_sources/user/lambda/overview.rst.txt
@@ -30,7 +30,7 @@ used directly, without the added complexity of Kafka. The Lambda data store coul
 cache of recent features.
 
 If features don't need to be stored long-term, then the Kafka data store can be used, without the complexity of
-managing persistent features. The Lambda data store could still be used with ``persist`` disabled.
+managing persistent features.
 
 Integration with Other Data Stores
 ----------------------------------

diff --git a/documentation/latest/_sources/user/lambda/usage.rst.txt b/documentation/latest/_sources/user/lambda/usage.rst.txt
@@ -23,9 +23,9 @@ Parameter                              Type    Description
                                                See `Producer Configs <https://kafka.apache.org/documentation.html#producerconfigs>`_
 ``lambda.kafka.consumer.options``      String  Java-properties-formatted string that is passed directly to the Kafka consumer.
                                                See `Consumer Configs <https://kafka.apache.org/documentation.html#consumerconfigs>`_
-``lambda.expiry *``                    String  A duration for how long features are kept in memory before being persisted (e.g. ``10 minutes``).
-                                               Using ``Inf`` will cause the data store to not participate in persisting expired entries
-``lambda.persist``                     Boolean Whether expired features should be persisted to Accumulo or just discarded
+``lambda.expiry``                      String  A duration for how long features are kept in memory before being persisted (e.g. ``10 minutes``).
+``lambda.persist``                     Boolean Whether this instance should participate in persisting expired features to Accumulo
+``lambda.persist.batch.size``          Integer Maximum number of features to persist in one run
 ``geomesa.security.auths``             String  Comma-delimited superset of authorizations that will be used for queries via Accumulo
 ``geomesa.security.force-empty-auths`` Boolean Forces authorizations to be empty
 ``geomesa.security.auth-provider``     String  Class name for an ``AuthorizationsProvider`` implementation

diff --git a/documentation/latest/commit b/documentation/latest/commit
@@ -1 +1 @@
-3453ab1136ca113199550b13e58a02730fdcfd17
+df041897889faa196af8b03698ee3f0b9f723387
diff --git a/documentation/latest/searchindex.js b/documentation/latest/searchindex.js
diff --git a/documentation/latest/site/dependencies.html b/documentation/latest/site/dependencies.html
@@ -1,6 +1,6 @@
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@@ -25,7 +25,7 @@
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     <div id="breadcrumbs">
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+        <span id="publishDate">Last Published: 2025-02-08</span>
            | <span id="projectVersion">Version: 5.3.0-SNAPSHOT</span>
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diff --git a/documentation/latest/site/dependency-info.html b/documentation/latest/site/dependency-info.html
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diff --git a/documentation/latest/site/dependency-management.html b/documentation/latest/site/dependency-management.html
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diff --git a/documentation/latest/site/distribution-management.html b/documentation/latest/site/distribution-management.html
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@@ -25,7 +25,7 @@
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     <div id="breadcrumbs">
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+        <span id="publishDate">Last Published: 2025-02-08</span>
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diff --git a/documentation/latest/site/docs/dependencies.html b/documentation/latest/site/docs/dependencies.html
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diff --git a/documentation/latest/site/docs/dependency-info.html b/documentation/latest/site/docs/dependency-info.html
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+        <span id="publishDate">Last Published: 2025-02-08</span>
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diff --git a/documentation/latest/site/docs/dependency-management.html b/documentation/latest/site/docs/dependency-management.html
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diff --git a/documentation/latest/site/docs/license-plugin-report.xml b/documentation/latest/site/docs/license-plugin-report.xml
@@ -1,5 +1,5 @@
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-<licensePluginReport goal="CHECK" timestamp="1738828159425">
+<licensePluginReport goal="CHECK" timestamp="1739000670006">
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diff --git a/documentation/latest/site/docs/licenses.html b/documentation/latest/site/docs/licenses.html
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