diff --git a/.codespellrc b/.codespellrc
new file mode 100644
index 0000000..ed4b9d0
--- /dev/null
+++ b/.codespellrc
@@ -0,0 +1,11 @@
+[codespell]
+# Only check these file types
+skip = .git,target,node_modules,.forgejo,src,bin,*.js,*.ts,*.py,*.go,*.rs
+extensions = md,html,adoc,txt
+
+# Built-in dictionary + ignore words
+ignore-words-list =
+dictionaries = clear,rare,informal,code
+
+# Be strict
+check-filenames = false
diff --git a/.forgejo/workflows/spelling.yml b/.forgejo/workflows/spelling.yml
new file mode 100644
index 0000000..657940b
--- /dev/null
+++ b/.forgejo/workflows/spelling.yml
@@ -0,0 +1,23 @@
+name: Spell Check
+
+on:
+     push:
+          branches:
+               - main
+
+jobs:
+     codespell:
+          name: Check spelling
+          runs-on: ubuntu-latest
+          steps:
+               - name: Checkout repository
+                 run: |
+                      git clone --depth 1 https://token:${{ secrets.ACTIONS_TOKEN }}@gugulet.hu/technical/git/g_it/site.git .
+
+               - name: Install codespell
+                 run: |
+                      apt-get update && apt-get install -y python3-pip
+                      pip install codespell
+
+               - name: Run codespell
+                 run: codespell --config .codespellrc
diff --git a/.forgejo/workflows/typos.yml b/.forgejo/workflows/typos.yml
deleted file mode 100644
index 4b83592..0000000
--- a/.forgejo/workflows/typos.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: Spell Check with typos
-
-on:
-     push:
-          branches:
-               - main
-
-jobs:
-     typos:
-          name: Check for typos
-          runs-on: ubuntu-latest
-          steps:
-               - name: Checkout repository
-                 run: |
-                      git clone --depth 1 https://token:${{ secrets.ACTIONS_TOKEN }}@gugulet.hu/technical/git/g_it/site.git .
-                      cd site || true
-
-               - name: Install Rust and typos
-                 run: |
-                      curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
-                      source $HOME/.cargo/env
-                      cargo install typos-cli
-
-               - name: Run typos
-                 run: |
-                      source $HOME/.cargo/env
-                      typos
diff --git a/typos.toml b/typos.toml
deleted file mode 100644
index d95c5e1..0000000
--- a/typos.toml
+++ /dev/null
@@ -1,13 +0,0 @@
-[default]
-# Only check these file extensions
-extend-include = ["*.md", "*.html"]
-
-# Exclude code directories
-exclude = [
-    ".git",
-    "target",
-    "node_modules",
-    ".forgejo",
-    "src",
-    "bin",
-]