Constraint-Driven Vibe Coding

Constraint-Driven Vibe Coding

A measured case study on Vibe Coding that compares raw AI-generated code, a Laravel baseline, and constraint-driven AI coding using a Laravel CSV importer benchmark.

Read More Jun 18, 2026
Applications of IPA in WSN

Applications of IPA in WSN

The Immune Plasma Algorithm can be applied to practical engineering problems such as wireless sensor network deployment, coverage optimization, and routing performance evaluation. This article explains how IPA can support simulation-based research and real-world optimization studies.

Read More Jun 07, 2026
 Immune Plasma Algorithm (IPA)

Immune Plasma Algorithm (IPA)

The Immune Plasma Algorithm (IPA) is a bio-inspired metaheuristic optimization algorithm based on immune plasma treatment. This article explains the algorithm in detail, including initialization, infection spreading, donor and receiver selection, plasma transfer, donor update, computational complexity, and practical implementation notes.

Read More Jun 07, 2026