diff --git a/README.md b/README.md
index 6ed348c..0041f8b 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,8 @@ cd runner ; rm -f forgejo-runner ; make forgejo-runner
 A Forgejo instance is launched with:
 
 ```shell
-cd setup-forgejo ; ./forgejo.sh setup
+cd setup-forgejo
+./forgejo.sh setup
 firefox http://$(cat forgejo-ip):3000
 ```
 
diff --git a/RELEASE-NOTES.md b/RELEASE-NOTES.md
index c991287..3560540 100644
--- a/RELEASE-NOTES.md
+++ b/RELEASE-NOTES.md
@@ -1,5 +1,17 @@
 # Release Notes
 
+## 3.1.0
+
+The `self-hosted` label that was hardwired to be a LXC container
+running `debian:bullseye` was reworked and documented ([user guide](https://forgejo.org/docs/next/user/actions/#jobsjob_idruns-on) and [admin guide](https://forgejo.org/docs/next/admin/actions/#labels-and-runs-on)).
+
+There now are two different schemes: `lxc://` for LXC containers and
+`host://` for running directly on the host.
+
+* Support the `host://` scheme for running directly on the host.
+* Support the `lxc://` scheme in labels
+* Update [code.forgejo.org/forgejo/act v1.14.0](https://code.forgejo.org/forgejo/act/pulls/19) to implement both self-hosted and LXC schemes
+
 ## 3.0.3
 
 * Update [code.forgejo.org/forgejo/act v1.13.0](https://code.forgejo.org/forgejo/runner/pulls/106) to keep up with github.com/nektos/act
diff --git a/go.mod b/go.mod
index 79b38fe..81281f2 100644
--- a/go.mod
+++ b/go.mod
@@ -93,4 +93,4 @@ require (
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 )
 
-replace github.com/nektos/act => code.forgejo.org/forgejo/act v1.13.0
+replace github.com/nektos/act => code.forgejo.org/forgejo/act v1.14.0
diff --git a/go.sum b/go.sum
index 51d96ae..38050e1 100644
--- a/go.sum
+++ b/go.sum
@@ -1,5 +1,5 @@
-code.forgejo.org/forgejo/act v1.13.0 h1:qaAzfnussiAZXRXapuKxS9qm6OYlMN/JVT0sW5jUOn0=
-code.forgejo.org/forgejo/act v1.13.0/go.mod h1:YthlRq0FUQIzgfJ3ZWvCvVq3I3VsC9s2NYQ9b2Uxccs=
+code.forgejo.org/forgejo/act v1.14.0 h1:V8YsScGvM2YtDtCFZVIKZZHyjA1t26mtXXOIYX9cSck=
+code.forgejo.org/forgejo/act v1.14.0/go.mod h1:YthlRq0FUQIzgfJ3ZWvCvVq3I3VsC9s2NYQ9b2Uxccs=
 code.gitea.io/actions-proto-go v0.3.1 h1:PMyiQtBKb8dNnpEO2R5rcZdXSis+UQZVo/SciMtR1aU=
 code.gitea.io/actions-proto-go v0.3.1/go.mod h1:00ys5QDo1iHN1tHNvvddAcy2W/g+425hQya1cCSvq9A=
 code.gitea.io/gitea-vet v0.2.3-0.20230113022436-2b1561217fa5 h1:daBEK2GQeqGikJESctP5Cu1i33z5ztAD4kyQWiw185M=