diff --git a/action.yml b/action.yml
index 94d79d9..fcbe9ac 100644
--- a/action.yml
+++ b/action.yml
@@ -13,10 +13,6 @@ inputs:
     description: List/CSV of jobs to deploy per environment.
     required: false
     default: app
-  debug:
-    description: Adds debug logging to the output
-    required: false
-    default: "false"
 outputs:
   matrix:
     description: Matrix JSON to be used in another job.
diff --git a/dist/index.js b/dist/index.js
index a8cfd3e..a28d91a 100644
--- a/dist/index.js
+++ b/dist/index.js
@@ -36925,17 +36925,10 @@ const parseDynamicList = (s) => {
 try {
   const envs = js_yaml.load(core.getInput("envs"));
   const jobs = parseDynamicList(core.getInput("jobs"));
-  const debug = core.getInput("debug") === "true";
   const matrix = { include: [] };
 
   // Split GitHub ref into type (heads, tags) and ref
   const [, type, ref] = github.context.ref.match(/^refs\/(.+)\/(.+)$/);
-  if (debug) {
-    core.info(`Type: "${type}"`);
-    core.info(`Ref: "${ref}"`);
-    core.info(`Event: "${github.context.eventName}"`);
-    core.info(`Event action: "${github.context.payload.action}"`);
-  }
 
   let count = 0;
   for (let [env, value] of Object.entries(envs)) {
@@ -36948,36 +36941,28 @@ try {
       patterns = value;
     } else {
       if (value.type === "temp") {
-        if (debug) core.info(`Temporary Environment`);
         // Temp environments enabled
         if (github.context.eventName === "pull_request") {
           const prEvent = github.context.payload;
           let matches = false;
           if (prEvent.action !== "closed") {
             if (value.label) {
-              if (debug)
-                core.info(`Pull Request Event: Labelled: ${value.label}`);
               matches = prEvent.pull_request.labels.some(
                 (label) => label.name === value.label,
               );
             } else if (value.removed_label) {
-              if (debug)
-                core.info(
-                  `Pull Request Event: Unlabelled: ${value.removed_label}`,
-                );
               matches = !prEvent.pull_request.labels.some(
                 (label) => label.name === value.removed_label,
               );
             }
           } else {
-            if (debug) core.info("Closed PR event");
-            if (debug) core.info(js_yaml.dump(prEvent.pull_request.labels));
-            matches = !prEvent.pull_request.labels.some(
+            // Closed PR, check if the removed label is on it
+            matches = prEvent.pull_request.labels.some(
               (label) => label.name === value.removed_label,
             );
           }
           if (matches) {
-            if (debug) core.info(`Labels match: ${value.label}`);
+            core.info(`Labels match: ${value.label}`);
             patterns = ref;
             value.name = `${value.name || toTitleCase(env)} #${prEvent.number}`;
             env += prEvent.number;
@@ -36996,9 +36981,7 @@ try {
         }
       }
 
-      if (debug) {
-        core.info(`Patterns: "${patterns}"`);
-      }
+      core.info(`Patterns: "${patterns}"`);
 
       extraValues = { ...value };
       delete extraValues.branch;
diff --git a/src/index.js b/src/index.js
index 7bc01c6..d5cc89d 100644
--- a/src/index.js
+++ b/src/index.js
@@ -12,17 +12,10 @@ import {
 try {
   const envs = yaml.load(core.getInput("envs"));
   const jobs = parseDynamicList(core.getInput("jobs"));
-  const debug = core.getInput("debug") === "true";
   const matrix = { include: [] };
 
   // Split GitHub ref into type (heads, tags) and ref
   const [, type, ref] = github.context.ref.match(/^refs\/(.+)\/(.+)$/);
-  if (debug) {
-    core.info(`Type: "${type}"`);
-    core.info(`Ref: "${ref}"`);
-    core.info(`Event: "${github.context.eventName}"`);
-    core.info(`Event action: "${github.context.payload.action}"`);
-  }
 
   let count = 0;
   for (let [env, value] of Object.entries(envs)) {
@@ -35,36 +28,28 @@ try {
       patterns = value;
     } else {
       if (value.type === "temp") {
-        if (debug) core.info(`Temporary Environment`);
         // Temp environments enabled
         if (github.context.eventName === "pull_request") {
           const prEvent = github.context.payload;
           let matches = false;
           if (prEvent.action !== "closed") {
             if (value.label) {
-              if (debug)
-                core.info(`Pull Request Event: Labelled: ${value.label}`);
               matches = prEvent.pull_request.labels.some(
                 (label) => label.name === value.label,
               );
             } else if (value.removed_label) {
-              if (debug)
-                core.info(
-                  `Pull Request Event: Unlabelled: ${value.removed_label}`,
-                );
               matches = !prEvent.pull_request.labels.some(
                 (label) => label.name === value.removed_label,
               );
             }
           } else {
-            if (debug) core.info("Closed PR event");
-            if (debug) core.info(yaml.dump(prEvent.pull_request.labels));
-            matches = !prEvent.pull_request.labels.some(
+            // Closed PR, check if the removed label is on it
+            matches = prEvent.pull_request.labels.some(
               (label) => label.name === value.removed_label,
             );
           }
           if (matches) {
-            if (debug) core.info(`Labels match: ${value.label}`);
+            core.info(`Labels match: ${value.label}`);
             patterns = ref;
             value.name = `${value.name || toTitleCase(env)} #${prEvent.number}`;
             env += prEvent.number;
@@ -83,9 +68,7 @@ try {
         }
       }
 
-      if (debug) {
-        core.info(`Patterns: "${patterns}"`);
-      }
+      core.info(`Patterns: "${patterns}"`);
 
       extraValues = { ...value };
       delete extraValues.branch;