diff --git a/src/actions.rs b/src/actions.rs
index a9509171..ecf9c518 100644
--- a/src/actions.rs
+++ b/src/actions.rs
@@ -182,7 +182,7 @@ impl<'a> Action for Step<'a> {
             context.insert(name, issues);
         }
 
-        let date = chrono::Utc::today().format("%Y-%m-%d").to_string();
+        let date = chrono::Utc::now().format("%Y-%m-%d").to_string();
         context.insert("CURRENT_DATE", &date);
 
         Ok(TEMPLATES
diff --git a/src/handlers/docs_update.rs b/src/handlers/docs_update.rs
index d6a9168f..c134c880 100644
--- a/src/handlers/docs_update.rs
+++ b/src/handlers/docs_update.rs
@@ -47,8 +47,8 @@ impl Job for DocsUpdateJob {
         // This is set to run the first week after a release, and the week just
         // before a release. That allows getting the latest changes in the next
         // release, accounting for possibly taking a few days for the PR to land.
-        let today = chrono::Utc::today().naive_utc();
-        let base = chrono::naive::NaiveDate::from_ymd(2015, 12, 10);
+        let today = chrono::Utc::now().date_naive();
+        let base = chrono::naive::NaiveDate::from_ymd_opt(2015, 12, 10).unwrap();
         let duration = today.signed_duration_since(base);
         let weeks = duration.num_weeks();
         if weeks % 2 != 0 {
diff --git a/src/handlers/types_planning_updates.rs b/src/handlers/types_planning_updates.rs
index a6c9c0c4..54bf26f9 100644
--- a/src/handlers/types_planning_updates.rs
+++ b/src/handlers/types_planning_updates.rs
@@ -20,7 +20,7 @@ impl Job for TypesPlanningMeetingThreadOpenJob {
 
     async fn run(&self, ctx: &super::Context, _metadata: &serde_json::Value) -> anyhow::Result<()> {
         // On the last week of the month, we open a thread on zulip for the next Monday
-        let today = chrono::Utc::now().date().naive_utc();
+        let today = chrono::Utc::now().date_naive();
         let first_monday = today + chrono::Duration::days(7);
         // We actually schedule for every Monday, so first check if this is the last Monday of the month
         if first_monday.month() == today.month() {
@@ -43,10 +43,10 @@ impl Job for TypesPlanningMeetingThreadOpenJob {
         // Then, we want to schedule the next Thursday after this
         let mut thursday = today;
         while thursday.weekday().num_days_from_monday() != 3 {
-            thursday = thursday.succ();
+            thursday = thursday.succ_opt().unwrap();
         }
-        let thursday_at_noon =
-            Utc.from_utc_datetime(&thursday.and_time(NaiveTime::from_hms(12, 0, 0)));
+        let noon = NaiveTime::from_hms_opt(12, 0, 0).unwrap();
+        let thursday_at_noon = Utc.from_utc_datetime(&thursday.and_time(noon));
         let metadata = serde_json::value::to_value(PlanningMeetingUpdatesPingMetadata {
             date_string: meeting_date_string,
         })