diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..bc720cb
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,30 @@
+version: 2
+updates:
+  # Rust dependencies
+  - package-ecosystem: "cargo"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "monday"
+      time: "09:00"
+    open-pull-requests-limit: 10
+    labels:
+      - "dependencies"
+      - "rust"
+    commit-message:
+      prefix: "chore"
+      include: "scope"
+
+  # GitHub Actions
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "monday"
+      time: "09:00"
+    open-pull-requests-limit: 5
+    labels:
+      - "dependencies"
+      - "ci"
+    commit-message:
+      prefix: "ci"
\ No newline at end of file
diff --git a/.github/workflows/auto-changelog.yml b/.github/workflows/auto-changelog.yml
new file mode 100644
index 0000000..58811d4
--- /dev/null
+++ b/.github/workflows/auto-changelog.yml
@@ -0,0 +1,32 @@
+name: Auto Changelog
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+jobs:
+  changelog:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Generate changelog
+        uses: orhun/git-cliff-action@v3
+        with:
+          config: cliff.toml
+          args: --verbose --tag ${{ github.ref_name }}
+        env:
+          OUTPUT: CHANGELOG.md
+
+      - name: Commit CHANGELOG
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          git add CHANGELOG.md
+          git commit -m "chore: update CHANGELOG for ${{ github.ref_name }}" || exit 0
+          git push origin HEAD:main
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..d396817
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,87 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+      - dev
+  pull_request:
+    branches:
+      - main
+      - dev
+
+env:
+  CARGO_TERM_COLOR: always
+  RUST_BACKTRACE: 1
+
+jobs:
+  check:
+    name: Check
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+      - run: cargo check --all-features --workspace
+
+  test:
+    name: Test
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+      - run: cargo test --all-features --workspace
+
+  fmt:
+    name: Format
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          components: rustfmt
+      - run: cargo fmt --all -- --check
+
+  clippy:
+    name: Clippy
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          components: clippy
+      - uses: Swatinem/rust-cache@v2
+      - run: cargo clippy --all-features --workspace -- -D warnings
+
+  build:
+    name: Build
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+      - run: cargo build --release --all-features --workspace
+
+  audit:
+    name: Security Audit
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: taiki-e/install-action@v2
+        with:
+          tool: cargo-audit
+      - run: cargo audit
+
+  deny:
+    name: Cargo Deny
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: taiki-e/install-action@v2
+        with:
+          tool: cargo-deny
+      - run: cargo deny check
\ No newline at end of file
diff --git a/.github/workflows/dependabot-auto.yml b/.github/workflows/dependabot-auto.yml
new file mode 100644
index 0000000..009b09c
--- /dev/null
+++ b/.github/workflows/dependabot-auto.yml
@@ -0,0 +1,27 @@
+name: Dependabot Auto-Merge
+
+on:
+  pull_request:
+    branches:
+      - main
+
+permissions:
+  contents: write
+  pull-requests: write
+
+jobs:
+  auto-merge:
+    name: Auto-merge Dependabot PRs
+    runs-on: ubuntu-latest
+    if: github.actor == 'dependabot[bot]'
+    steps:
+      - name: Dependabot metadata
+        id: metadata
+        uses: dependabot/fetch-metadata@v2
+
+      - name: Auto-merge minor updates
+        if: steps.metadata.outputs.update-type == 'version-update:semver-minor' || steps.metadata.outputs.update-type == 'version-update:semver-patch'
+        run: gh pr merge --auto --squash "$PR_URL"
+        env:
+          PR_URL: ${{ github.event.pull_request.html_url }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..2dd8ce7
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,122 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+env:
+  CARGO_TERM_COLOR: always
+
+jobs:
+  publish-crates:
+    name: Publish to crates.io
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: Swatinem/rust-cache@v2
+
+      - name: Publish dev-forge-core
+        run: |
+          cargo login ${{ secrets.CARGO_TOKEN }}
+          cargo publish -p dev-forge-core --no-verify
+
+      - name: Wait for crates.io indexing
+        run: sleep 30
+
+      - name: Publish dev-forge CLI
+        run: cargo publish -p dev-forge --no-verify
+
+  build-binaries:
+    name: Build Binaries
+    needs: publish-crates
+    strategy:
+      matrix:
+        include:
+          - os: ubuntu-latest
+            target: x86_64-unknown-linux-gnu
+            artifact: dev-forge-linux-x64
+          - os: ubuntu-latest
+            target: x86_64-unknown-linux-musl
+            artifact: dev-forge-linux-musl-x64
+          - os: macos-latest
+            target: x86_64-apple-darwin
+            artifact: dev-forge-macos-x64
+          - os: macos-latest
+            target: aarch64-apple-darwin
+            artifact: dev-forge-macos-arm64
+          - os: windows-latest
+            target: x86_64-pc-windows-msvc
+            artifact: dev-forge-windows-x64.exe
+
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          targets: ${{ matrix.target }}
+      - uses: Swatinem/rust-cache@v2
+
+      - name: Install musl tools
+        if: matrix.target == 'x86_64-unknown-linux-musl'
+        run: sudo apt-get install -y musl-tools
+
+      - name: Build binary
+        run: cargo build --release --target ${{ matrix.target }} -p dev-forge
+
+      - name: Rename binary (Unix)
+        if: runner.os != 'Windows'
+        run: |
+          cp target/${{ matrix.target }}/release/dev-forge ${{ matrix.artifact }}
+
+      - name: Rename binary (Windows)
+        if: runner.os == 'Windows'
+        run: |
+          cp target/${{ matrix.target }}/release/dev-forge.exe ${{ matrix.artifact }}
+
+      - name: Upload artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: ${{ matrix.artifact }}
+          path: ${{ matrix.artifact }}
+
+  create-release:
+    name: Create GitHub Release
+    needs: build-binaries
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Download all artifacts
+        uses: actions/download-artifact@v4
+        with:
+          path: artifacts
+
+      - name: Create Release
+        uses: softprops/action-gh-release@v2
+        with:
+          files: artifacts/**/*
+          generate_release_notes: true
+          body: |
+            ## 🚀 Installation
+
+            ### Via cargo (recommended)
+            ```bash
+            cargo install dev-forge
+            ```
+
+            ### Via binary
+            Download the binary for your platform below and add it to your PATH.
+
+            ### Verification
+            ```bash
+            dev-forge --version
+            ```
+
+            ## 📝 What's Changed
+            See the auto-generated release notes below.
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index ec2acbe..9cfd144 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,4 +12,6 @@
 # Ignorer les fichiers spécifiques à l'IDE
 .idea/
 .vscode/
-*.iml
\ No newline at end of file
+*.iml
+
+explain_project.md
\ No newline at end of file
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..e0e7def
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,68 @@
+# Guide de Contribution
+
+Merci de vouloir contribuer à ce projet ! Voici quelques règles pour garantir une collaboration efficace et harmonieuse.
+
+## Processus de Contribution
+
+1. **Forker le dépôt** : Créez une copie de ce dépôt sur votre compte GitHub.
+2. **Créer une branche de travail** : Travaillez sur une branche dédiée pour chaque fonctionnalité ou correction de bug. Cette branche doit être créée à partir de `dev`.
+
+   ```bash
+   git checkout dev
+   git checkout -b nom-de-la-branche
+   ```
+
+3. **Pousser la branche de travail** : Une fois votre travail terminé ou prêt à être partagé, poussez votre branche vers le dépôt distant.
+
+   ```bash
+   git push origin nom-de-la-branche
+   ```
+
+4. **Soumettre une Pull Request (PR)** :
+   - **Vers `dev`** :
+     - Ouvrez une PR de votre branche de travail vers la branche `dev`.
+     - Cette branche est utilisée pour le développement actif.
+   - **Vers `main`** :
+     - Une fois que `dev` est stable, ouvrez une PR de `dev` vers `main` pour les releases stables.
+
+## Règles de Codage
+
+- Respectez les conventions de codage définies dans le projet.
+- Ajoutez des tests pour toute nouvelle fonctionnalité ou correction de bug.
+- Assurez-vous que votre code est bien formaté et documenté.
+
+## Règles pour les Commits
+
+Nous utilisons la convention [Conventional Commits](https://www.conventionalcommits.org/) pour garantir des messages de commit clairs et standardisés. Tous les messages de commit doivent être rédigés en anglais. Voici les types de commits acceptés :
+
+- **feat** : Ajout d'une nouvelle fonctionnalité.
+- **fix** : Correction d'un bug.
+- **docs** : Modifications de la documentation.
+- **style** : Changements de style (formatage, espaces, etc.) sans impact sur le code.
+- **refactor** : Refactorisation du code sans ajout de fonctionnalité ni correction de bug.
+- **test** : Ajout ou modification de tests.
+- **chore** : Changements mineurs (mise à jour des dépendances, configuration, etc.).
+
+### Exemple de message de commit
+
+```text
+feat: Add a command to analyze errors
+
+This command allows analyzing compiler errors and suggesting solutions.
+```
+
+- La première ligne doit être concise (50 caractères max) et décrire le changement.
+- Ajoutez une ligne vide après la première ligne.
+- Fournissez une description plus détaillée si nécessaire.
+
+## Revue de Code
+
+- Les PR doivent être approuvées par au moins un mainteneur avant d'être fusionnées.
+- Répondez rapidement aux commentaires sur votre PR.
+
+## CI/CD
+
+- Toutes les PR doivent passer les tests automatisés avant d'être fusionnées.
+- Vérifiez que votre code ne casse pas le pipeline CI.
+
+Merci pour votre contribution ! 🚀
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..df91521
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1 @@
+[workspace]
\ No newline at end of file
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..abeaa9d
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,42 @@
+.PHONY: help check test fmt clippy build release install publish
+
+help: ## Show this help
+	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-20s\033[0m %s\n", $$1, $$2}'
+
+check: ## Check compilation
+	cargo check --all-features --workspace
+
+test: ## Run tests
+	cargo test --all-features --workspace
+
+fmt: ## Check formatting
+	cargo fmt --all -- --check
+
+clippy: ## Run clippy
+	cargo clippy --all-features --workspace -- -D warnings
+
+build: ## Build release
+	cargo build --release --all-features --workspace
+
+ci: fmt clippy test ## Run full CI locally
+
+release: ## Create a new release (usage: make release VERSION=0.1.0)
+	@if [ -z "$(VERSION)" ]; then echo "Usage: make release VERSION=0.1.0"; exit 1; fi
+	@echo "Creating release v$(VERSION)"
+	cargo set-version $(VERSION)
+	git add .
+	git commit -m "chore: release v$(VERSION)"
+	git tag v$(VERSION)
+	git push origin main --tags
+	@echo "✅ Release v$(VERSION) created! GitHub Actions will publish to crates.io"
+
+install: ## Install binary locally
+	cargo install --path crates/dev-forge-cli --force
+
+publish: ## Publish to crates.io manually
+	cargo publish -p dev-forge-core
+	@sleep 30
+	cargo publish -p dev-forge
+
+clean: ## Clean build artifacts
+	cargo clean
\ No newline at end of file
diff --git a/RELEASE.md b/RELEASE.md
new file mode 100644
index 0000000..bca81cc
--- /dev/null
+++ b/RELEASE.md
@@ -0,0 +1,108 @@
+# Gestion des Versions et Publication
+
+## Conventions de Versioning
+
+Ce projet suit le versioning sémantique (SemVer) :
+
+- **MAJEUR** : Changements incompatibles avec les versions précédentes.
+- **MINEUR** : Nouvelles fonctionnalités rétrocompatibles.
+- **PATCH** : Corrections de bugs rétrocompatibles.
+
+## Processus de Versioning Automatique
+
+1. **Détection des changements** :
+
+   - Les messages de commit doivent suivre le format [Conventional Commits](https://www.conventionalcommits.org/).
+   - Exemple :
+
+     ```bash
+     feat: Ajouter une nouvelle commande CLI
+     fix: Corriger un bug dans le parser
+     ```
+
+2. **Génération de version** :
+
+   - Utilisation d'un outil comme [cargo-release](https://github.com/crate-ci/cargo-release) pour incrémenter automatiquement la version.
+
+3. **Publication** :
+
+   - La commande suivante publie le workspace complet :
+
+     ```bash
+     cargo publish --workspace
+     ```
+
+## Publication sur crates.io
+
+1. **Créer un compte** :
+
+   - Assurez-vous d'avoir un compte sur [crates.io](https://crates.io/).
+
+2. **Configurer l'authentification** :
+
+   - Ajoutez votre clé API :
+
+     ```bash
+     cargo login <votre_clé_api>
+     ```
+
+3. **Vérification avant publication** :
+
+   - Testez votre projet :
+
+     ```bash
+     cargo test
+     ```
+
+   - Vérifiez les warnings :
+
+     ```bash
+     cargo check
+     ```
+
+4. **Publier** :
+
+   - Publiez chaque crate si nécessaire :
+
+     ```bash
+     cargo publish -p <nom_du_crate>
+     ```
+
+## Gestion du Workspace
+
+- Ce projet utilise un workspace Cargo pour gérer plusieurs crates.
+- Structure typique :
+
+  ```text
+  dev-forge/
+  ├── Cargo.toml                    # Workspace
+  ├── crates/
+  │   ├── dev-forge-core/           # Lib (logic)
+  │   └── dev-forge-cli/            # Bin (interface)
+  ```
+
+- Commandes utiles :
+
+  - Construire tout le workspace :
+
+    ```bash
+    cargo build --workspace
+    ```
+
+  - Tester tout le workspace :
+
+    ```bash
+    cargo test --workspace
+    ```
+
+## Checklist avant une Release
+
+- [ ] Tous les tests passent.
+- [ ] Les dépendances sont à jour.
+- [ ] Le fichier `CHANGELOG.md` est mis à jour.
+- [ ] La version est incrémentée correctement.
+- [ ] La publication est testée en local.
+
+---
+
+**Note** : Assurez-vous de respecter les bonnes pratiques pour éviter les erreurs lors de la publication.
diff --git a/cliff.toml b/cliff.toml
new file mode 100644
index 0000000..8fba6aa
--- /dev/null
+++ b/cliff.toml
@@ -0,0 +1,34 @@
+[changelog]
+header = """
+# Changelog\n
+All notable changes to this project will be documented in this file.\n
+"""
+body = """
+{% if version %}\
+    ## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
+{% else %}\
+    ## [unreleased]
+{% endif %}\
+{% for group, commits in commits | group_by(attribute="group") %}
+    ### {{ group | upper_first }}
+    {% for commit in commits %}
+        - {{ commit.message | upper_first }}\
+    {% endfor %}
+{% endfor %}\n
+"""
+trim = true
+
+[git]
+conventional_commits = true
+filter_unconventional = true
+commit_parsers = [
+    { message = "^feat", group = "Features" },
+    { message = "^fix", group = "Bug Fixes" },
+    { message = "^doc", group = "Documentation" },
+    { message = "^perf", group = "Performance" },
+    { message = "^refactor", group = "Refactor" },
+    { message = "^style", group = "Styling" },
+    { message = "^test", group = "Testing" },
+    { message = "^chore", skip = true },
+    { message = "^ci", skip = true },
+]
\ No newline at end of file
diff --git a/deny.toml b/deny.toml
new file mode 100644
index 0000000..5c5e503
--- /dev/null
+++ b/deny.toml
@@ -0,0 +1,27 @@
+[advisories]
+db-path = "~/.cargo/advisory-db"
+db-urls = ["https://github.com/rustsec/advisory-db"]
+vulnerability = "deny"
+unmaintained = "warn"
+unsound = "warn"
+yanked = "warn"
+notice = "warn"
+
+[licenses]
+unlicensed = "deny"
+allow = [
+    "MIT",
+    "Apache-2.0",
+    "BSD-3-Clause",
+    "ISC",
+]
+confidence-threshold = 0.8
+
+[bans]
+multiple-versions = "warn"
+wildcards = "allow"
+
+[sources]
+unknown-registry = "warn"
+unknown-git = "warn"
+allow-registry = ["https://github.com/rust-lang/crates.io-index"]
\ No newline at end of file
diff --git a/explain_project.md b/explain_project.md
deleted file mode 100644
index 2602439..0000000
--- a/explain_project.md
+++ /dev/null
@@ -1,586 +0,0 @@
-**PARFAIT ! `dev-forge` avec le tiret pour le SEO, excellent choix !** 🎯
-
-## 🚀 Setup pragmatique : Commence par ce qui T'AIDE TOI direct
-
-### **Stratégie : Dogfooding immédiat**
-
-Au lieu de coder dans le vide, on va créer un outil qui **t'aide MAINTENANT** pendant que tu codes `dev-forge` lui-même ! 🤯
-
----
-
-## 📋 Plan d'action : 3 semaines progressives
-
-### **Semaine 1 : CLI minimal qui marche**
-
-**Objectif** : Un outil que tu peux utiliser dès aujourd'hui
-
-```bash
-dev-forge/
-├── Cargo.toml                    # Workspace
-├── crates/
-│   ├── dev-forge-core/           # Lib (logic)
-│   └── dev-forge-cli/            # Bin (interface)
-└── rules/
-    └── rust-borrow-simple.toml   # 1 rule pour tester
-```
-
-**Feature unique à implémenter** : **Clipboard fixer**
-
-```bash
-# Use case RÉEL qui t'aide maintenant:
-
-# 1. Tu as une erreur borrow checker
-# 2. Tu copies l'erreur (Ctrl+C)
-# 3. Tu runs:
-dev-forge fix-clipboard
-
-# 4. Ça affiche les solutions possibles:
-# ✅ Solution 1 (confidence: 95%): Split into scopes
-# ✅ Solution 2 (confidence: 85%): Clone the value
-# ✅ Solution 3 (confidence: 60%): Use RefCell
-
-# 5. Tu choisis et ça copie le fix dans clipboard
-```
-
-**Code minimal** :
-
-```rust
-// crates/dev-forge-cli/src/main.rs
-use clap::{Parser, Subcommand};
-
-#[derive(Parser)]
-#[command(name = "dev-forge")]
-#[command(about = "Intelligent development assistant")]
-struct Cli {
-    #[command(subcommand)]
-    command: Commands,
-}
-
-#[derive(Subcommand)]
-enum Commands {
-    /// Analyze clipboard for errors and suggest fixes
-    FixClipboard,
-
-    /// Analyze a file
-    Fix {
-        #[arg(short, long)]
-        file: String,
-    },
-}
-
-fn main() -> anyhow::Result<()> {
-    let cli = Cli::parse();
-
-    match cli.command {
-        Commands::FixClipboard => {
-            let clipboard = get_clipboard()?;
-            let solutions = dev_forge_core::analyze(&clipboard)?;
-
-            println!("🔍 Found {} solutions:\n", solutions.len());
-            for (i, sol) in solutions.iter().enumerate() {
-                println!("{}. {} (confidence: {}%)",
-                    i + 1,
-                    sol.description,
-                    (sol.confidence * 100.0) as u32
-                );
-            }
-
-            // Interactive picker
-            let choice = prompt_user_choice(solutions.len())?;
-            set_clipboard(&solutions[choice].code)?;
-            println!("✅ Solution copied to clipboard!");
-        }
-        Commands::Fix { file } => {
-            // TODO: Implement file analysis
-            println!("Analyzing file: {}", file);
-        }
-    }
-
-    Ok(())
-}
-
-fn get_clipboard() -> anyhow::Result<String> {
-    use clipboard::{ClipboardProvider, ClipboardContext};
-    let mut ctx: ClipboardContext = ClipboardProvider::new()?;
-    Ok(ctx.get_contents()?)
-}
-
-fn set_clipboard(text: &str) -> anyhow::Result<()> {
-    use clipboard::{ClipboardProvider, ClipboardContext};
-    let mut ctx: ClipboardContext = ClipboardProvider::new()?;
-    Ok(ctx.set_contents(text.to_string())?)
-}
-
-fn prompt_user_choice(max: usize) -> anyhow::Result<usize> {
-    use std::io::{self, Write};
-
-    print!("Choose solution (1-{}): ", max);
-    io::stdout().flush()?;
-
-    let mut input = String::new();
-    io::stdin().read_line(&mut input)?;
-
-    let choice: usize = input.trim().parse()?;
-    anyhow::ensure!(choice > 0 && choice <= max, "Invalid choice");
-
-    Ok(choice - 1)
-}
-```
-
-```rust
-// crates/dev-forge-core/src/lib.rs
-pub struct Solution {
-    pub description: String,
-    pub code: String,
-    pub confidence: f32,
-}
-
-pub fn analyze(error_text: &str) -> anyhow::Result<Vec<Solution>> {
-    // Pattern matching ultra-simple pour commencer
-
-    if error_text.contains("cannot borrow") && error_text.contains("as mutable") {
-        return Ok(vec![
-            Solution {
-                description: "Clone the value instead of borrowing".into(),
-                code: "// TODO: Generate actual code based on context".into(),
-                confidence: 0.85,
-            },
-            Solution {
-                description: "Split into separate scopes".into(),
-                code: "// TODO: Scope split code".into(),
-                confidence: 0.95,
-            },
-        ]);
-    }
-
-    Ok(vec![])
-}
-```
-
-**Dépendances** :
-
-```toml
-# crates/dev-forge-cli/Cargo.toml
-[dependencies]
-dev-forge-core = { path = "../dev-forge-core" }
-anyhow = "1.0"
-clap = { version = "4.5", features = ["derive"] }
-clipboard = "0.5"
-```
-
-**Test immédiat** :
-
-```bash
-cargo run --bin dev-forge fix-clipboard
-```
-
----
-
-### **Semaine 2 : Pattern detection qui marche**
-
-**Objectif** : Détecter 3-5 patterns courants que TU rencontres
-
-```rust
-// crates/dev-forge-core/src/patterns/mod.rs
-pub mod borrow_checker;
-
-use syn::File;
-
-pub trait Pattern {
-    fn detect(&self, code: &str) -> Option<PatternMatch>;
-    fn solutions(&self, match_: &PatternMatch) -> Vec<Solution>;
-}
-
-pub struct PatternMatch {
-    pub location: Location,
-    pub context: Context,
-}
-
-// crates/dev-forge-core/src/patterns/borrow_checker.rs
-pub struct ImmutableMutableConflict;
-
-impl Pattern for ImmutableMutableConflict {
-    fn detect(&self, code: &str) -> Option<PatternMatch> {
-        let syntax = syn::parse_str::<File>(code).ok()?;
-
-        // Détecte le pattern:
-        // let mut x = ...;
-        // let r = &x;
-        // x.push(...);
-
-        // Pour l'instant: regex simple
-        if code.contains("let mut ") &&
-           code.contains("&") &&
-           code.contains(".push(") {
-            return Some(PatternMatch {
-                location: Location::default(),
-                context: Context::from_code(code),
-            });
-        }
-
-        None
-    }
-
-    fn solutions(&self, match_: &PatternMatch) -> Vec<Solution> {
-        vec![
-            Solution {
-                description: "Clone the value".into(),
-                code: generate_clone_fix(match_),
-                confidence: 0.85,
-            },
-            Solution {
-                description: "Use scope split".into(),
-                code: generate_scope_split(match_),
-                confidence: 0.95,
-            },
-        ]
-    }
-}
-
-fn generate_clone_fix(match_: &PatternMatch) -> String {
-    // Template-based generation
-    format!(
-        "let value = original[0]; // Clone instead of &original[0]"
-    )
-}
-
-fn generate_scope_split(match_: &PatternMatch) -> String {
-    format!(
-        r#"{{
-    let reference = &data[0];
-    // Use reference here
-}} // reference dropped
-data.push(4); // Now OK"#
-    )
-}
-```
-
-**Amélioration du CLI** :
-
-```rust
-// Mode interactif pour voir le code avant/après
-Commands::FixClipboard => {
-    let code = get_clipboard()?;
-    let solutions = analyze(&code)?;
-
-    for (i, sol) in solutions.iter().enumerate() {
-        println!("\n{}. {} ({}%)", i+1, sol.description,
-                 (sol.confidence * 100.0) as u32);
-        println!("\n--- Fixed code ---");
-        println!("{}", sol.code);
-        println!("------------------");
-    }
-
-    // User picks
-}
-```
-
----
-
-### **Semaine 3 : rust-analyzer integration (début)**
-
-**Objectif** : Voir tes fixes dans VS Code
-
-**Setup minimal** :
-
-```bash
-# Fork rust-analyzer
-cd ..
-git clone https://github.com/rust-lang/rust-analyzer
-cd rust-analyzer
-
-# Crée un lien vers ton dev-forge
-# crates/rust-analyzer/Cargo.toml
-[dependencies]
-dev-forge-core = { path = "../../../dev-forge/crates/dev-forge-core" }
-```
-
-```rust
-// crates/ide-assists/src/handlers/dev_forge.rs
-use dev_forge_core::{analyze, Pattern};
-use ide_db::assists::{Assist, AssistContext, Assists};
-
-pub fn register_dev_forge_assists(acc: &mut Assists, ctx: &AssistContext) -> Option<()> {
-    let source = ctx.source_file().to_string();
-
-    // Utilise TON analyzer
-    let solutions = dev_forge_core::analyze(&source).ok()?;
-
-    for solution in solutions {
-        acc.add(
-            AssistId("dev_forge.fix", AssistKind::QuickFix),
-            solution.description,
-            ctx.selection_range(),
-            |builder| {
-                builder.replace(ctx.selection_range(), solution.code);
-            }
-        );
-    }
-
-    Some(())
-}
-```
-
-**Build & test** :
-
-```bash
-cd rust-analyzer
-cargo build --release
-cargo xtask install
-```
-
-**Maintenant dans VS Code** : Tes fixes apparaissent ! 🎉
-
----
-
-## 🎯 Roadmap réaliste pour pas te noyer
-
-### **Phase 1 : MVP utilisable (Mois 1)**
-
-```
-Semaine 1: CLI clipboard tool
-  ├─ Detect 1 pattern (regex-based)
-  ├─ Generate 2 solutions (template)
-  └─ Interactive picker
-
-Semaine 2: Pattern detection
-  ├─ Parse AST avec syn
-  ├─ Detect 3-5 patterns courants
-  └─ Better code generation
-
-Semaine 3: rust-analyzer basic
-  ├─ Fork & integrate
-  ├─ 1 assist working
-  └─ Test in VS Code
-
-Semaine 4: Polish v0.1
-  ├─ Tests
-  ├─ README
-  └─ Release
-```
-
-### **Phase 2 : Symbolic solver (Mois 2-3)**
-
-```
-Semaine 5-6: Constraint extraction
-  ├─ Extract borrow constraints from code
-  ├─ Lifetime constraints
-  └─ Type constraints
-
-Semaine 7-8: Constraint solver
-  ├─ Basic SAT solver
-  ├─ Constraint propagation
-  └─ Solution generation
-
-Semaine 9-10: Integration
-  ├─ Replace pattern matching with solver
-  ├─ Better ranking
-  └─ More patterns
-
-Semaine 11-12: Rules compiler
-  ├─ .toml → .bin
-  ├─ Rule engine
-  └─ v0.2 release
-```
-
----
-
-## 📦 Cargo.toml workspace complet
-
-```toml
-[workspace]
-members = [
-    "crates/dev-forge-core",
-    "crates/dev-forge-cli",
-]
-resolver = "2"
-
-[workspace.package]
-version = "0.1.0"
-edition = "2021"
-license = "MIT OR Apache-2.0"
-authors = ["Ton Nom <email@example.com>"]
-repository = "https://github.com/TON-USERNAME/dev-forge"
-
-[workspace.dependencies]
-# Core
-anyhow = "1.0"
-thiserror = "1.0"
-
-# Parsing
-syn = { version = "2.0", features = ["full", "extra-traits"] }
-quote = "1.0"
-proc-macro2 = "1.0"
-
-# Serialization
-serde = { version = "1.0", features = ["derive"] }
-serde_json = "1.0"
-bincode = "2.0"
-toml = "0.8"
-
-# CLI
-clap = { version = "4.5", features = ["derive"] }
-clipboard = "0.5"
-colored = "2.1"
-
-# Future: Constraint solving
-# egg = "0.9"
-
-[profile.release]
-opt-level = 3
-lto = true
-codegen-units = 1
-```
-
----
-
-## 🎬 Commandes pour démarrer MAINTENANT
-
-```bash
-# 1. Crée la structure
-mkdir -p dev-forge/crates
-cd dev-forge
-
-# 2. Init workspace
-cat > Cargo.toml << 'EOF'
-[workspace]
-members = [
-    "crates/dev-forge-core",
-    "crates/dev-forge-cli",
-]
-resolver = "2"
-EOF
-
-# 3. Crée les crates
-cargo new --lib crates/dev-forge-core
-cargo new --bin crates/dev-forge-cli
-
-# 4. Setup dependencies
-cd crates/dev-forge-cli
-cargo add anyhow clap --features clap/derive
-cargo add clipboard
-cargo add dev-forge-core --path ../dev-forge-core
-
-# 5. Code le MVP (copie le code de "Semaine 1" ci-dessus)
-
-# 6. Test
-cargo run -- fix-clipboard
-```
-
----
-
-## 🎯 Checklist "pas te noyer"
-
-### **Pour rester focus** :
-
-- [ ] ✅ **Semaine 1** : CLI qui marche avec clipboard
-- [ ] ✅ **Utilise ton outil** : Dogfood pendant que tu codes
-- [ ] ⚠️ **NE PAS** : Coder un solver complexe tout de suite
-- [ ] ⚠️ **NE PAS** : Vouloir tout implémenter d'un coup
-- [ ] ✅ **Itère** : 1 pattern → test → améliore → next pattern
-
-### **Pour automatiser TON workflow** :
-
-```bash
-# Script helper personnel
-# dev-forge/scripts/dev.sh
-#!/bin/bash
-
-# Watch & rebuild
-cargo watch -x 'build --release' -x 'install --path crates/dev-forge-cli'
-
-# Maintenant tu as toujours la dernière version installée
-```
-
----
-
-## 💡 Tips anti-noyade
-
-### **1. Commence par le plus simple**
-
-```rust
-// ❌ NE COMMENCE PAS par:
-struct SymbolicSolver {
-    constraints: Vec<Constraint>,
-    sat_solver: SATSolver,
-    unification_table: UnificationTable,
-}
-
-// ✅ COMMENCE par:
-fn detect_simple_pattern(code: &str) -> bool {
-    code.contains("cannot borrow") && code.contains("mutable")
-}
-```
-
-### **2. Hardcode au début**
-
-```rust
-// ✅ C'est OK pour v0.1:
-fn generate_fix(pattern: &str) -> String {
-    match pattern {
-        "immut_mut_conflict" => {
-            "let value = original.clone(); // Instead of &original".into()
-        }
-        _ => "// No fix available".into()
-    }
-}
-
-// ⏳ Plus tard (v0.3):
-// Template engine, constraint solver, etc.
-```
-
-### **3. Test sur TES propres erreurs**
-
-Crée un fichier `test-cases/` avec **tes vraies erreurs** :
-
-```rust
-// test-cases/borrow-01.rs
-fn example() {
-    let mut data = vec![1, 2, 3];
-    let reference = &data[0];
-    data.push(4); // ❌ Ton erreur réelle
-    println!("{}", reference);
-}
-```
-
-```bash
-dev-forge fix test-cases/borrow-01.rs
-# Teste sur ton cas réel !
-```
-
----
-
-## 🏆 Objectif Semaine 1 (ultra-concret)
-
-**Vendredi soir, tu dois pouvoir faire** :
-
-```bash
-# 1. Tu codes dans dev-forge
-# 2. Erreur borrow checker apparaît
-# 3. Tu copies l'erreur (Ctrl+C)
-# 4. Tu runs:
-dev-forge fix-clipboard
-
-# 5. Output:
-# 🔍 Found 2 solutions:
-#
-# 1. Clone the value (85%)
-# 2. Split into scopes (95%)
-#
-# Choose solution (1-2): 2
-#
-# ✅ Solution copied to clipboard!
-
-# 6. Tu colles (Ctrl+V) le fix dans ton code
-# 7. Ça compile ! 🎉
-```
-
-**Si tu arrives à ça → SUCCESS** ✅
-
-Pas besoin de solver complexe, de rules.bin, de rust-analyzer integration.
-
-**Just something that helps you NOW.**
-
----
-
-**Prêt à commencer ? On code le MVP clipboard tool ensemble ?** 🚀