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Discover insights, tutorials, and thoughts on web development, design patterns, and modern technologies

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Designing a Real-Time Fraud Detection Dashboard in Django

tech

5 min

Mar 24, 2026 1250 8

Designing a Real-Time Fraud Detection Dashboard in Django

Use Django signals to track transactions Store logs in a separate model Use cron jobs or Celery for background checks

Admin

How I Detected Missing Sales Using Database Relationships in Django

tutorial

4 min

Mar 24, 2026 800 17000

How I Detected Missing Sales Using Database Relationships in Django

Find sales without stock movement Find receipts without matching sales Compare timestamps and user actions

Admin

From Idea to Deployment: Building and Hosting a Django System on a VPS

design

3 min

Mar 24, 2026 40 48

From Idea to Deployment: Building and Hosting a Django System on a VPS

Local → Production journey Static files issue (you faced this 😄) Gunicorn + Nginx setup Common deployment errors Security basics

Admin

Top Payment Gateways That Actually Work in Tanzania (With API Integration Tips)

tech

5 min

Mar 24, 2026 100 30

Top Payment Gateways That Actually Work in Tanzania (With API Integration Tips)

Flutterwave, Paystack, Selcom, DPO, etc. Which ones accept Tanzanian businesses API integration examples Challenges (currency, mobile money, KYC) Honest pros/cons

Joseph Masele

design

7 min

Mar 24, 2026 5 31

Building Smart Business Systems

⚙️ The Solution: Smart, Connected Systems Modern businesses need: Centralized databases Secure APIs Real-time dashboards Automated workflows

Joseph Masele