python 9 lines · 1 tab

Parameterized queries in Python with psycopg

Kai Nakamura Apr 2026
1 tab
import psycopg

with psycopg.connect(conninfo) as connection:
    with connection.cursor() as cursor:
        cursor.execute(
            'SELECT id, email FROM users WHERE email = %s',
            (email,),
        )
        record = cursor.fetchone()
1 file · python Explain with highlit

Even outside ORMs, parameterized database access needs to be the default habit. The query string should describe structure while the driver binds user values separately. That sounds basic, but it is still where too many internal tools quietly fail security review.


Related snips

python
import os
import stat

for root, _dirs, files in os.walk('/etc'):
    for name in files:
        path = os.path.join(root, name)

Python security audit script for exposed risky filesystem state

python auditing host-security
by Kai Nakamura 1 tab
python
class Product(models.Model):
    name = models.CharField(max_length=200)
    slug = models.SlugField(blank=True)
    price = models.DecimalField(max_digits=10, decimal_places=2)
    cost = models.DecimalField(max_digits=10, decimal_places=2)
    margin = models.DecimalField(max_digits=5, decimal_places=2, blank=True)

Django model signals vs overriding save

django python models
by Priya Sharma 2 tabs
python
from django.urls import path
from . import views

app_name = 'blog'

urlpatterns = [

Django URL namespacing and reverse lookups

django python urls
by Priya Sharma 3 tabs
ruby
# Vulnerable: user input is concatenated directly into SQL.
email = params[:email]
password = params[:password]

sql = "SELECT * FROM users WHERE email = '#{email}' AND password_hash = '#{password}'"
user = ActiveRecord::Base.connection.execute(sql).first

SQL injection prevention with unsafe and safe query patterns

sql-injection owasp database
by Kai Nakamura 3 tabs
ruby
RegistrationSchema = Dry::Schema.Params do
  required(:email).filled(:string, format?: URI::MailTo::EMAIL_REGEXP)
  required(:password).filled(:string, min_size?: 12)
  optional(:marketing_opt_in).filled(:bool)
  optional(:country).filled(:string, included_in?: %w[US CA GB AU])
end

Input validation with allowlists and explicit schemas

input-validation schemas secure-coding
by Kai Nakamura 1 tab
python
import graphene
from graphene_django import DjangoObjectType
from blog.models import Post, Comment


class PostType(DjangoObjectType):

Django GraphQL with Graphene

django python graphql
by Priya Sharma 2 tabs

Share this code

Here's the card — post it anywhere.

Parameterized queries in Python with psycopg — share card
Link copied