diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
new file mode 100644
index 0000000..0b6f4ab
--- /dev/null
+++ b/.github/workflows/release-please.yml
@@ -0,0 +1,19 @@
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+  pull-requests: write
+
+name: release-please
+
+jobs:
+  release-please:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: google-github-actions/release-please-action@v4
+        with:
+          token: ${{ secrets.RELEASE_PLEASE_TOKEN }}
+          release-type: rust
diff --git a/Dockerfile b/Dockerfile
index 8674acd..b4180cb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,7 +7,7 @@ COPY front /app/front/
 COPY .sqlx /app/.sqlx
 RUN cargo build --release
 
-FROM ubuntu:24.04
+FROM debian:bookworm-slim
 WORKDIR /app
 COPY --from=builder /app/target/release/millennium_falcon .
 ENTRYPOINT [ "./millennium_falcon" ]
diff --git a/Readme.md b/Readme.md
index cf81fde..c26dfaf 100644
--- a/Readme.md
+++ b/Readme.md
@@ -1,10 +1,24 @@
 # Tell me the odds
 
+<!--toc:start-->
+
+- [Tell me the odds](#tell-me-the-odds)
+  - [Architecture](#architecture)
+    - [Domain model](#domain-model)
+    - [Domain services](#domain-services)
+    - [Application services](#application-services)
+    - [Infrastructure service](#infrastructure-service)
+  - [Technology stack](#technology-stack)
+  - [CI](#ci)
+  - [Test](#test)
+  - [TODO](#todo)
+  <!--toc:end-->
+
 Solution of the [developer-test](https://github.com/lioncowlionant/developer-test).
 
 With a recent version of rust (tested with 1.75.0), you can build the project with `cargo build --release`. Then you can run the cli with `./target/release/give-me-the-odds examples/millennium-falcon.json examples/example2/empire.json` and the webserver with `./target/release/millennium_falcon examples/millennium-falcon.json`.
 
-Note that when starting, the webserver will create a folder `logs` containing a file `millennium.log.{date}` with the log of the server. stdio will be pretty silent if everything goes well. The server will be listening on `127.0.0.1:8000`.
+Note that when starting, the webserver will create a folder `logs` containing a file `millennium.log.{date}` with the log of the server. stdio will be pretty silent if everything goes well. The server will be listening on `0.0.0.0:8000`.
 
 It is also possible to start the server with docker by running `docker build -t millennium-falcon .` then `docker run -it --rm -v ./logs:/app/logs -v ./examples:/app/examples -p 0.0.0.0:8000:8000 millennium-falcon examples/millennium-falcon.json`
 
@@ -14,12 +28,12 @@ and the cli by running `docker build -t give-me-the-odds -f cli.Dockerfile .` th
 
 The code follows the onion architecture. More specifically, the code is divided into 4 sections:
 
-- Domain model
+- Domain models
 - Domain services
 - Application services
 - Infrastructure services
 
-### Domain model
+### Domain models
 
 Contains the definitions of `PlanetId`, `GalaxyRoutes`, `PlanetCatalog` and `BountyHunterPlanning`.
 
@@ -31,7 +45,7 @@ Contains the public definition of `compute_probability_of_success`, and some pri
 
 Contains the definition of `MillenniumFalconData` and `EmpireData` matching the json formats specified in the requirements of the app, and `Route` matching the database data format (but without db-related types or field) and some code to bridge the data.
 
-### Infrastructure service
+### Infrastructure services
 
 Contains code to connect and read from the DB, process the CLI input and defining the webserver endpoints.
 
@@ -45,7 +59,7 @@ This code was written in Rust 1.75.0. Notables dependencies are :
 - Tokio for the async engine
 - Tracing for the tracing (logging with span)
 
-### CI
+## CI
 
 2 GitHub workflows are defined.
 
@@ -65,14 +79,5 @@ Unit-tests are defined directly inside the code. Look for the `mod test`. Integr
 
 ## TODO
 
-- bulding the docker image
-- pushing to dockerhub with a dev tag
 - release-please
 - release protocol
-- front
-- Instrumented
-- observability
-- test:
-  - full black-box tests for the endpoints
-  - some scenario tests for the example provided in the documentation
-  - unit-test inside the code
diff --git a/cli.Dockerfile b/cli.Dockerfile
index 8f7bf4c..229229e 100644
--- a/cli.Dockerfile
+++ b/cli.Dockerfile
@@ -7,7 +7,7 @@ COPY front /app/front/
 COPY .sqlx /app/.sqlx
 RUN cargo build --release
 
-FROM ubuntu:24.04
+FROM debian:bookworm-slim
 WORKDIR /app
 COPY --from=builder /app/target/release/give-me-the-odds .
 ENTRYPOINT [ "./give-me-the-odds" ]