diff --git a/README.md b/README.md
index e62391c..067ab1d 100644
--- a/README.md
+++ b/README.md
@@ -1,55 +1,16 @@
 # Secure Coding with Python.
 
 ## Chapter 2: SQL Injection
-### Testing part 2
-We could keep adding more cases to our fuzzer, or use external tools, like [sqlmap](http://sqlmap.org/), which are 
-going to be limited by the test cases we can pass to them, we could also use a Static Application Security Testing, 
-like [bandit](https://github.com/PyCQA/bandit/).
-
-First we install bandit:
-```bash
-> pip install bandit
-```
-or
-```bash
-> pip install -r requirements.txt
+### Fix part 2
+In order to fix the SQL injetion once and for all, we should rely on prepared statements, and let the DB engine do the param sanitization, like this:
+```python
+        sql = "INSERT INTO listings (title, description) VALUES (%s, %s)"
+        cur.execute(sql, (title, description))
 ```
 
-Then we can go and check our code with it:
-```text
- > $ bandit marketplace/**/*.py
-Test results:
->> Issue: [B608:hardcoded_sql_expressions] Possible SQL injection vector through string-based query construction.
-   Severity: Medium   Confidence: Low
-   Location: marketplace/listings.py:27
-   More Info: https://bandit.readthedocs.io/en/latest/plugins/b608_hardcoded_sql_expressions.html
-26	
-27	        sql = "INSERT INTO listings (title, description) VALUES (E'%s', E'%s')" % (
-28	            title.replace("'", "\\'"), description.replace("'", "\\'")
-29	        )
-
---------------------------------------------------
-
-Code scanned:
-	Total lines of code: 28
-	Total lines skipped (#nosec): 0
-
-Run metrics:
-	Total issues (by severity):
-		Undefined: 0.0
-		Low: 0.0
-		Medium: 1.0
-		High: 0.0
-	Total issues (by confidence):
-		Undefined: 0.0
-		Low: 1.0
-		Medium: 0.0
-		High: 0.0
-Files skipped (0):
-```
-As we can see, the tool doesn't like our sanitization strategies and flags our code as a possible source of SQL injection.
+Now both our unit test and bandit are happy!
 
-**Proceed to [next section](https://github.com/nxvl/secure-coding-with-python/tree/2.2-sql-injection/fix)**
+**Proceed to [next section](https://github.com/nxvl/secure-coding-with-python/tree/2.3-sql-injection/fix)**
 
 ## Index
 ### 1. Vulnerable Components
diff --git a/marketplace/listings.py b/marketplace/listings.py
index 65ce3ac..7e92417 100644
--- a/marketplace/listings.py
+++ b/marketplace/listings.py
@@ -24,11 +24,8 @@ def register():
         db = get_db()
         cur = db.cursor()
 
-        sql = "INSERT INTO listings (title, description) VALUES (E'%s', E'%s')" % (
-            title.replace("'", "\\'"), description.replace("'", "\\'")
-        )
-        print(sql, file=sys.stdout)
-        cur.execute(sql)
+        sql = "INSERT INTO listings (title, description) VALUES (%s, %s)"
+        cur.execute(sql, (title, description))
         db.commit()
         return redirect(url_for('listings.index'))