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Dev Notes

Quick insights, logic patterns, and architecture lessons learned during real-world development.

Brain Dump

Architecture
3 min read

Why I prefer Terminal-first Dev

Context switching between GUI apps slows down modern workflows. Moving to CLI-driven setups improves execution speed.

LinuxCLIProductivity
Updated: Sep 12, 2026
Backend
6 min read

Django ORM Optimization & Query Debugging

Eliminating N+1 queries using select_related and prefetch_related for heavy relational lookups.

DjangoPythonPostgreSQL
Updated: Sep 05, 2026
API Design
5 min read

Common mistakes in REST Auth

Relying solely on JWTs without proper revocation patterns opens security vulnerabilities in distributed setups.

SecurityJWTREST
Updated: Aug 28, 2026
Backend
5 min read

Structuring Scalable Laravel Service Layers

Decoupling business logic from Laravel Controllers using dedicated Service Classes and Action Objects.

LaravelPHPArchitecture
Updated: Aug 21, 2026