diff --git a/planner/src/solver.rs b/planner/src/solver.rs
index b93f36d..b1f1379 100644
--- a/planner/src/solver.rs
+++ b/planner/src/solver.rs
@@ -19,19 +19,21 @@ impl<V: fmt::Debug> fmt::Debug for Domain<V> {
     }
 }
 
-type AssignMap<'a, V> = HashMap<String, Option<&'a V>>;
+type Variables<'a, V> = HashMap<String, Option<&'a V>>;
 
-/// Returns all possible Updates for next assignements.
-/// They are added to the stack, just after a Clear for the next variable
-fn assign_next<'a,'b, V>(assign: &'b AssignMap<'a, V>, domain: &'a Domain<V>) 
+/// Returns all possible Updates for next assignements, prepended with
+/// a Clear to ensure the variable is unset before when leaving the branch.
+fn assign_next<'a,'b, V>(assign: &'b Variables<'a, V>, domain: &'a Domain<V>) 
     -> Option<Vec<Assignment<'a, V>>> 
     where V: fmt::Debug 
 {
     // Panics on empty domain
     if domain.values.is_empty() { panic!("No values in domain : {:?}", domain); };
 
+    // TODO: should be able to inject a choosing strategy
     if let Some((key,_)) = assign.iter().find(|(_, val)| val.is_none()) {
         let mut updates = vec![Assignment::Clear(key.clone())];
+        // TODO: should be able to filter domain values (inference, pertinence)
         for value in domain.values.iter() {
             updates.push(Assignment::Update(key.clone(), value));
         }
@@ -42,7 +44,7 @@ fn assign_next<'a,'b, V>(assign: &'b AssignMap<'a, V>, domain: &'a Domain<V>)
 }
 
 /// Check if any constraint is violated
-fn check_consistency<'a, V>(assign: &'a AssignMap<'a, V>, constraint: fn(&AssignMap<'a,V>) -> bool) -> bool {
+fn check_consistency<'a, V>(assign: &'a Variables<'a, V>, constraint: fn(&Variables<'a,V>) -> bool) -> bool {
     constraint(assign)
 }
 
@@ -53,15 +55,10 @@ enum Assignment<'a, V> {
 
 
 /// Visit all possible solutions, using a stack.
-/// A single mutable map is used to lay out every outcome.
-/// Using the stack to Update or Clear values : 
-///  - After an Update : run assign_next to stack next updates. If there are none, 
-///  check for consistency, store in solutions if valid and close the branch (Clear)
-///  - After a Clear : simply visit the next node on the stack.
-fn solve_all<'a, V: Clone + fmt::Debug>(mut assign: AssignMap<'a, V>, domain: &'a Domain<V>, is_valid: fn(&AssignMap<'a,V>) -> bool) 
-    -> Vec<AssignMap<'a, V>> 
+fn solve_all<'a, V: Clone + fmt::Debug>(mut assign: Variables<'a, V>, domain: &'a Domain<V>, is_valid: fn(&Variables<'a,V>) -> bool) 
+    -> Vec<Variables<'a, V>> 
 {
-    let mut solutions: Vec<AssignMap<V>> = vec![];
+    let mut solutions: Vec<Variables<V>> = vec![];
     let mut stack: Vec<Assignment<'a, V>> = vec![];
     stack.append(&mut assign_next(&assign,domain).unwrap());
     loop {
@@ -69,18 +66,20 @@ fn solve_all<'a, V: Clone + fmt::Debug>(mut assign: AssignMap<'a, V>, domain: &'
         if node.is_none() { break; };
         match node.unwrap() {
             Assignment::Update(key, val) => {
+                // Assign the variable and open new branches, if any.
                 *assign.get_mut(&key).unwrap() = Some(val);
-                // Search for next assignments
                 // TODO: handle case of empty domain.values
                 if let Some(mut nodes) = assign_next(&assign, domain) {
                     stack.append(&mut nodes);
                 } else {
+                    // Assignements are completed
                     if is_valid(&assign) {
                         solutions.push(assign.clone());
                     };
                 };
             },
             Assignment::Clear(key) => {
+                // We are closing this branch, unset the variable
                 *assign.get_mut(&key).unwrap() = None;
             },
         };
@@ -95,15 +94,15 @@ mod tests {
     fn test_solver_find_pairs() {
         use super::*;
         // Find all pairs of two differents
-        let assign: AssignMap<i32> = [
+        let assign: Variables<i32> = [
             ("Left".to_string(), None), 
             ("Right".to_string(), None),
             ].iter().cloned().collect();
         let domain = Domain::new(vec![1,2,3]);
-        let constraint = |assign: &AssignMap<i32>| {
+        let constraint = |assign: &Variables<i32>| {
             assign.get("Left").unwrap() == assign.get("Right").unwrap()
         };
-        let solutions: Vec<AssignMap<i32>> = vec![
+        let solutions: Vec<Variables<i32>> = vec![
             [("Left".to_string(), Some(&3)), ("Right".to_string(), Some(&3)),].iter().cloned().collect(),
             [("Left".to_string(), Some(&2)), ("Right".to_string(), Some(&2)),].iter().cloned().collect(),
             [("Left".to_string(), Some(&1)), ("Right".to_string(), Some(&1)),].iter().cloned().collect(),