Why WhatsApp Business Sessions Fail to Auto-Delete After Multiple Logout Attempts: Technical Limitations, Agent-Based Architectures, and Practical Solutions for Developers

Why WhatsApp Business Sessions Fail to Auto-Delete After Multiple Logout Attempts: Technical Limitations, Agent-Based Architectures, and Practical Solutions for Developers

This article explains why WhatsApp Business sessions stop auto-unlinking after multiple deletion attempts, even when using libraries like Baileys. It provides a clear comparison between WhatsApp and WhatsApp Business behavior, explains backend limitations, and presents production-grade solutions for students and developers building WhatsApp automation systems.

Read More
Design and Step-by-Step Implementation of a Grok (xAI)–Based AI Agent for WhatsApp Message Variant Generation

Design and Step-by-Step Implementation of a Grok (xAI)–Based AI Agent for WhatsApp Message Variant Generation

With the increasing use of conversational automation, generating human-like and non-repetitive messages has become a critical challenge, particularly in WhatsApp-based systems where repetitive content may lead to account restrictions. This article presents a step-by-step academic guide for integrating the Grok (xAI) large language model as an AI agent to generate message variants for WhatsApp automation using the Baileys library. The proposed system separates message intelligence from message delivery, ensuring scalability, safety, and maintainability. The guide is intended for students and developers seeking a practical yet conceptually sound approach to AI-driven messaging systems.

Read More

Deep Learning Explained: Perceptron, MLP, Forward & Backpropagation, Activation Functions, Loss & Optimization

A comprehensive deep learning guide for beginners and advanced learners — explore perceptrons, multi-layer neural networks (MLP), forward & backward propagation, activation functions, loss functions, and optimization techniques with clear diagrams, equations, and step-by-step explanations that make complex concepts easy to grasp.

Read More

The Qur’anic Theory of Wisdom: A Universal, Psychological, Philosophical and Metaphysical Study of Ḥikmah

A deep scholarly exploration of Ḥikmah as described in the Qur’an, examining how divine bestowal, human striving, psychology, neuroscience, and global philosophies converge to explain the emergence of true wisdom. This article explains why the Qur’anic model remains the most comprehensive framework for understanding human consciousness, moral clarity, and transformative insight.

Read More

The Qur’an, Science, and the Origin of Life: Water, Consciousness, and the Limits of Human Knowledge

This long-form column examines the Qur’an’s claim that all life originates from water and how modern science supports this truth. It explores the cosmic meaning of primordial water, the evolution of the human body, the mystery of consciousness, and the inner architecture of the soul, self, heart, and life-force. It also shows where science and philosophy reach their limits—and why the Qur’an provides the most coherent explanation beyond them.

Read More