diff --git a/src/atom_finder/classifier/operator-precedence.clj b/src/atom_finder/classifier/operator-precedence.clj
index d12715c..bbe3694 100644
--- a/src/atom_finder/classifier/operator-precedence.clj
+++ b/src/atom_finder/classifier/operator-precedence.clj
@@ -78,7 +78,9 @@
       (order-insensitive-opt-combination (sort combination))
 
       ;;SPECIAL CASE 1: Comma operator in any combination;
-      (some (partial = :comma) combination)))
+      (some (partial = :comma) combination)
+      ;SPECIAL CASE 2: note that the pair name is not [:bitwise_bin :bitwise-bin]
+      (= [:bitwise--bin :bitwise--bin] combination)))
 
 (defn operator-group-pair?
   [node]
@@ -105,12 +107,18 @@
 
 (defn group-pairs-in-node
   "Returns all operator group pairs in a node"
-  [node child-groups]
-  (let [node-group (operator-group node)]
+  [node child-nodes]
+  (let [node-group (operator-group node) child-groups (map operator-group child-nodes)]
     (cond
            (instance? IASTUnaryExpression node) 
            [[node-group (safe-nth child-groups 0)]]
 
+           ;;SPECIAL CASE 2: Two bitwise_bins that are not the same, note that the group pair name is not [:bitwise_bin and bitwise_bin]
+           (and (and (= :bitwise_bin node-group)
+                     (= :bitwise_bin (safe-nth child-groups 1)))
+                (not (= (.getOperator node) (.getOperator (safe-nth child-nodes 1)))))
+           [[:bitwise--bin :bitwise--bin]]
+
            (instance? IASTBinaryExpression node) 
            (-> node
                 unary-before-binary-pairs
@@ -129,16 +137,14 @@
 
   ([node collection]
    (->> collection
-        (map operator-group)
         (group-pairs-in-node node)
         (remove (partial some nil?)))))
 
 (defn operator-precedence-atom?
   "Is this node an operator-precedence-atom?"
   [node]
-  (and
-   (operator-group-pair? node)
+  (and (operator-group-pair? node)
 
-   (not (= :assign (operator-group node)))
+       (not (= :assign (operator-group node)))
 
-   (some confusing-operator-combination? (group-pair node))))
+       (some confusing-operator-combination? (group-pair node))))
diff --git a/src/atom_finder/questions/redundant_parentheses.clj b/src/atom_finder/questions/redundant_parentheses.clj
new file mode 100644
index 0000000..cf3d8e2
--- /dev/null
+++ b/src/atom_finder/questions/redundant_parentheses.clj
@@ -0,0 +1,112 @@
+(ns atom-finder.questions.redundant-parentheses
+  (:require
+   [clj-jgit.internal  :as giti]
+   [clj-jgit.porcelain :as gitp]
+   [clj-jgit.querying  :as gitq]
+   [atom-finder.patch :refer :all]
+   [atom-finder.atom-patch :refer :all]
+   [atom-finder.constants :refer :all]
+   [atom-finder.util :refer :all]
+   [atom-finder.classifier :refer [operator-group confusing-operator-combination?
+                                   operator-precedence-atom?]]
+   [clojure.pprint :refer [pprint]]
+   [clojure.string :as string]
+   )
+  (:import
+   [org.eclipse.cdt.core.dom.ast IASTBinaryExpression]
+   [org.eclipse.cdt.internal.core.dom.parser.cpp CPPASTConditionalExpression]
+   ))
+
+(defn paren-in-children
+  [node]
+  (find-first paren-node? (children node)))
+
+(defn redundant-paren?
+  [node]
+  (when-let* [paren-test (paren-node? node)
+              parent-level (precedence-level (safe-parent node))
+             children-level (precedence-level(first (children node)))] 
+    (or (< children-level parent-level)
+        (and (= children-level parent-level)
+             (= node (first (children (safe-parent node))))))))
+
+(defn atom-without-paren?
+  "Given a parenthesis node, would this be an operator-precedence-atom without the parentheses?"
+  [node]
+  (when-let* [parent-node (safe-parent node)
+              parent-group (operator-group parent-node)
+              child-group (operator-group (first (children node)))
+              opt-group-combination [parent-group child-group]]
+
+             (cond 
+
+                  (and (and (= :bitwise_bin parent-group)
+                        (= parent-group child-group))
+                   (not (= (.getOperator parent-node) (.getOperator (first (children node))))))
+                  [:bitwise_bin :bitwise_bin]
+
+
+                 (and (or (instance? IASTBinaryExpression parent-node)
+                          (instance? CPPASTConditionalExpression parent-node))
+                      (= node (first (children parent-node))))
+                 (confusing-operator-combination? (reverse opt-group-combination))
+               
+                 :else(confusing-operator-combination? opt-group-combination))))
+
+;
+;========GENERAL TESTING==============
+;
+(->> "(fclose(f1a) | EOF) & (fclose(f1b) | EOF)" parse-expr 
+     ;print-tree
+     (get-in-tree [0])
+     ;print-tree
+     ;redundant-paren?
+     atom-without-paren?
+)
+
+(->> "a | b & c" parse-expr
+ ;(get-in-tree [0])
+ operator-precedence-atom?
+ )
+
+(def codebase_name "wcdb")
+
+;
+;=======CODEBASE DATA GATHERING==========
+;
+(->> (str "d:/Codebases/" codebase_name)
+     (pmap-dir-trees (fn [root] (filter-tree 
+                                 redundant-paren?
+                                 ;#(and (redundant-paren? %)(atom-without-paren? %))
+                                 ;operator-precedence-atom?
+                                 root)))
+     flatten
+     (remove nil?)
+     ;(map safe-parent)
+     ;(map write-ast)
+     ;(map #(spit "underclas-atom-without.txt" (str % "\r\n") :append true))
+     ;(take 100)
+
+     ;((fn [a] (prn (count a)) a))
+     (map atom-without-paren?)
+     ;(map operator-precedence-atom?)
+     (remove (fn [input] (or (nil? input) (false? input))))
+     frequencies
+     (sort-by last)
+     (map #(spit (str "c:/Users/Henry/Desktop/stuff/would-be-atoms/" (str codebase_name "-rpa.txt")) (str % "\r\n") :append true))
+
+     count
+     prn
+     dorun
+     time-mins)
+
+;IASTNode total: 31886519
+
+;redundant-total: 392166
+
+;Underclassify:
+;would-be-atom: 66037
+
+;Overclassify:
+;would-be-atom: 75855 
+
diff --git a/src/atom_finder/util/10_clj_util.clj b/src/atom_finder/util/10_clj_util.clj
index b93d08e..caad384 100644
--- a/src/atom_finder/util/10_clj_util.clj
+++ b/src/atom_finder/util/10_clj_util.clj
@@ -96,6 +96,13 @@
         ~else)
           then)))
 
+(defmacro when-let*
+  [bindings & then]
+  (if (seq bindings)
+    `(when-let [~(first bindings) ~(second bindings)]
+      (when-let* ~(drop 2 bindings) ~@then))
+     `(do ~@then)))
+
 (defn bin "Convert a value to 1 or 0 based on its truthiness"
   [bool] (if bool 1 0))
 
diff --git a/src/atom_finder/util/cdt_util.clj b/src/atom_finder/util/cdt_util.clj
index 5902aec..742d0bc 100644
--- a/src/atom_finder/util/cdt_util.clj
+++ b/src/atom_finder/util/cdt_util.clj
@@ -248,20 +248,6 @@
 
 (defn all-comments [node] (->> node root-ancestor .getComments (into [])))
 
-(defn print-node-context
-  "Print the line that contains the node and the lines around it"
-  ([node] (print-node-context 2 node))
-  ([n-lines node]
-   (with-open [rdr (clojure.java.io/reader (.getContainingFilename node))]
-     (let [line-num  (start-line node)
-           file-seq (line-seq rdr)
-           first-line (max 0 (- line-num n-lines 1))
-           lines-to-print (->> file-seq (drop first-line) (take (+ n-lines 1 n-lines)))]
-       (println "===================================================")
-       (doseq-indexed [line lines-to-print idx]
-         (println (str (+ idx first-line) (if (= (+ idx first-line 1) line-num) " >> " "    ") line)))
-       (println "===================================================")))))
-
 (defn count-nodes
   "Count the size of the ast"
   [node]
diff --git a/src/atom_finder/util/classifier_util.clj b/src/atom_finder/util/classifier_util.clj
index c2fc104..ae1af88 100644
--- a/src/atom_finder/util/classifier_util.clj
+++ b/src/atom_finder/util/classifier_util.clj
@@ -4,7 +4,7 @@
           IASTBinaryExpression IASTLiteralExpression IASTForStatement
           IASTFunctionDefinition IASTArraySubscriptExpression IASTCastExpression
           IASTFunctionCallExpression IASTFieldReference IASTFunctionDefinition)
-        '(org.eclipse.cdt.internal.core.dom.parser.cpp CPPASTExpressionList CPPASTConditionalExpression))
+        '(org.eclipse.cdt.internal.core.dom.parser.cpp CPPASTQualifiedName CPPASTExpressionList CPPASTConditionalExpression CPPASTNewExpression CPPASTDeleteExpression))
 
 (defn function-node? [node] (instance? IASTFunctionDefinition node))
 
@@ -214,14 +214,16 @@
 
 (defn in-function? [node] (ancestral-instance? IASTFunctionDefinition node))
 
-;;Note: Operators missing from the list: (scope/ resolution ::) (memory allocation/ new new[] delete delete[]) (pointer-to-member/ ->* .*)
 (defmulti precedence-level "returns the precedence level of the node" class)
 (defmethod precedence-level :default [node]
   (let [precedence-list
-        {IASTArraySubscriptExpression 2
+        {CPPASTQualifiedName 1 
+         IASTArraySubscriptExpression 2
          IASTFieldReference 2
          IASTCastExpression 2
          IASTFunctionCallExpression 2
+         CPPASTNewExpression 3
+         CPPASTDeleteExpression 3
          CPPASTConditionalExpression 15
          CPPASTExpressionList 16}]
     (precedence-list (type node))))
@@ -242,7 +244,9 @@
     (precedence-list (.getOperator node))))
 (defmethod precedence-level IASTBinaryExpression [node]
     (let [precedence-list
-        {IASTBinaryExpression/op_modulo 5
+        {IASTBinaryExpression/op_pmdot 4
+         IASTBinaryExpression/op_pmarrow 4
+         IASTBinaryExpression/op_modulo 5
          IASTBinaryExpression/op_multiply 5
          IASTBinaryExpression/op_divide 5
          IASTBinaryExpression/op_plus 6
diff --git a/src/atom_finder/util/writer-util.clj b/src/atom_finder/util/writer-util.clj
index b03fcbc..e40749f 100644
--- a/src/atom_finder/util/writer-util.clj
+++ b/src/atom_finder/util/writer-util.clj
@@ -23,6 +23,21 @@
    node 1 []))
 
 
+(defn print-node-context
+  "Print the line that contains the node and the lines around it"
+  ([node] (print-node-context 2 node))
+  ([n-lines node]
+   (with-open [rdr (clojure.java.io/reader (.getContainingFilename node))]
+     (let [line-num  (start-line node)
+           file-seq (line-seq rdr)
+           first-line (max 0 (- line-num n-lines 1))
+           lines-to-print (->> file-seq (drop first-line) (take (+ n-lines 1 n-lines)))]
+       (println "===================================================")
+       (doseq-indexed [line lines-to-print idx]
+         (println (str (+ idx first-line) (if (= (+ idx first-line 1) line-num) " >> " "    ") line)))
+       (println "===================================================")))))
+
+
 (def ast-writer (ASTWriter.))
 (defn write-ast [node] (.write ast-writer node))
 
diff --git a/src/conf/henry.edn b/src/conf/henry.edn
index 68e76b2..47278eb 100644
--- a/src/conf/henry.edn
+++ b/src/conf/henry.edn
@@ -1,5 +1,5 @@
 {
-  :gcc-path "~/opt/src/gcc",
-  :ag-path "~/opt/src/the_silver_searcher",
-  :github-top-c "~/opt/src/github-top-c"
+  :gcc-path "d:/Codebases/gcc/opt/src/gcc",
+  :ag-path "d:/Codebases/gcc/opt/src/the_silver_searcher",
+  :github-top-c "d:/Codebases/gcc/opt/src/github-top-c"
 }
diff --git a/src/test/resources/operator-precedence.c b/src/test/resources/operator-precedence.c
index af73e65..e570e82 100644
--- a/src/test/resources/operator-precedence.c
+++ b/src/test/resources/operator-precedence.c
@@ -166,4 +166,7 @@ int main(){
  
   ~str++;//<true>
   --~str;
+
+  a = a << 1 << 2; //<false>, underclassify
+  a = a | 2 & 3; //<true>
 }