How to Test AI-Written Software Products: Step-by-Step Methods, Real Code Examples, and the Hidden DrawbacksTesting AI-written software products works best when you treat the generated code as “helpful but untrusted,” then build a repeatable test pipeline that proves correctness, safety, and stability over time. The practical goal is not to confirm that th...Feb 15, 2026·10 min read
Randomness in Cryptography: True Random Sources, Entropy, and Pseudorandom Generators ExplainedRandomness is a word you hear in everyday life and in headlines about security breaches, but it hides subtle technical meaning. In cryptography, randomness is the backbone of secret keys, tokens, and nonces; when randomness fails, systems fail. What ...Aug 18, 2025·13 min read
How to Generate Browser Test Automation Scripts Using Chrome DevTools Recorder and Generative AIA Practical Guide for QA Engineers to Transform Recorded User Flows into Maintainable Playwright or Selenium Scripts Using AI-Powered ToolsMay 13, 2025·10 min read
AI-Driven Software Testing: Benefits, Challenges, and Future TrendsThe integration of Artificial Intelligence (AI) into software testing is transforming quality assurance (QA) practices. By automating complex tasks, predicting potential issues, and adapting to evolving software environments, AI is enhancing the effi...Apr 18, 2025·3 min read
Defect Life Cycle in Software Testing: Stages, Process and Best PracticesSoftware quality assurance is an essential aspect of the development process, ensuring that applications meet user expectations and function as intended. One of the core elements of software testing is defect management, which involves identifying, t...Mar 4, 2025·5 min read
Kyber KEM: A Quantum-Resistant Lattice-Based Framework for Secure Key Encapsulation (Example in Golang)Cryptography, the science of secure communication, has evolved to address new challenges in a world where traditional encryption techniques may fall short against quantum computers. Quantum computers, capable of processing vast amounts of information...Oct 28, 2024·9 min read
Create Your Free Self-Hosted Telegram AI Chatbot with n8n and OllamaIn an increasingly automated world, the synergy of artificial intelligence (AI) and automation tools has unlocked new possibilities for businesses and developers. Ollama's LLaMA 3.1 model and n8n workflows are two such tools that, when combined, offe...Aug 21, 2024·5 min read
