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Thoughts on python development, DevOps, and technology

Building Real-Time Features with Django, HTMX & WebSockets

How to build live notifications, real-time feeds, and instant updates using Django + HTMX + WebSockets — without a single …

Architecting a Production ERP: Lessons from an 11-Phase Django Build

Database schema evolution, async task pipelines, testing strategies, and business logic patterns from building a production ERP across 11 phases.

Atomic Transactions & Fraud Detection in a Django Fintech Dashboard

Multi-portal authentication, atomic transaction patterns, async PDF generation, and fraud detection — lessons from building a digital wallet with Django.

Automating VM Provisioning with Bash, Kickstart & PXE

How modular Bash architecture, kickstart templates, and PXE boot automation replaced manual VM provisioning — cutting setup time from hours …