Building a cost-efficient AI coding assistant doesn’t have to mean paying for expensive subscriptions. This article explores how developers can combine Continue.dev with DeepSeek’s affordable cloud API and Ollama’s local CodeLlama models to create a lightweight, hybrid coding assistant. The setup balances cloud power for complex reasoning with local models for fast autocompletion, all while keeping costs under control. Along the way, it highlights practical lessons—like avoiding config pitfalls, monitoring token usage, and leveraging discount pricing—that make AI-driven coding both effective and budget-friendly.
September 17
Cybersecurity is undergoing a major transformation, moving from reactive defenses to proactive strategies powered by generative AI. Instead of waiting for breaches, AI simulates realistic cyberattacks to expose vulnerabilities early, helping teams strengthen defenses in advance. Tech leaders like Microsoft and Palo Alto Networks are already leveraging AI to detect subtle threats and improve resilience. While this shift offers speed and adaptability, it also introduces new risks as attackers exploit the same AI tools. The future of cybersecurity lies in human–AI collaboration—combining machine efficiency with human judgment to anticipate, prevent, and outmaneuver cyber threats.
September 17
Solo Leveling is easy to binge because it wraps a familiar self-improvement fantasy in a slick action package. The world is overrun by “Gates” (dungeons), and “Hunters” with fixed ranks—from E to S—fight back. Sung Jin-woo begins as an E-rank, the weakest of the weak, until a mysterious System appears and gives him video-game-style quests, stats, and an inventory. From there, he does the most unglamorous thing imaginable: daily work. Reps. Miles. Recovery. It’s anime, not a documentary, but the appeal is real: the show zooms in on incremental change until it’s visible. That’s the core productivity lesson—small, consistent upgrades compound into transformation.
September 17
CodeIgniter is the lightweight PHP framework that refuses to die. While Laravel and Symfony dominate the feature-rich end of the spectrum, CodeIgniter wins when you want small footprint, sharp performance, and straightforward control. This article explains how CodeIgniter 4 (CI4) is put together: the request lifecycle, routing, controllers, models, the database layer, views, filters (middleware), configuration, and the Spark CLI. No war stories - just a clear mental model so you can read a CI project and immediately know where to look and what happens next. If you're new to CI or returning from CI3, this is the 1-page refresher you need before diving into code.
September 16
The most valuable pieces of art often have tragic back stories. For instance, Vincent van Gogh, known for his famous art piece Starry Night, had lifelong mental illness, extreme poverty, isolation, he cut off his own ear and self exit when he's 37 years old. He was basically unknown until he died.
August 8
As the demand for modern technologies continues to grow, multithreading is becoming increasingly common and essential. It allows a program to execute multiple threads concurrently within the same process.
August 8
"Agents can help automate and simplify pretty much everything that we do" said Suresh Kumar, Walmart's Chief Technology Officer, capturing a pivotal moment not only for the retail behemoth but for the future of AI itself.
July 30
Recently, Oracle co-founder and chairman Larry Ellison announced an exciting plan at a White House press conference to develop a personalized cancer vaccine system using artificial intelligence (AI) technology. Ellison announced that Oracle is dedicated to building an AI system that can detect and cure cancer. The AI will offer personal, precise service, and can generate a vaccine within 48 hours. This news is exciting the entire world and starts an era of cancer cures.
July 30
How to make coding an addiction. No nonsense. No beating around the bush. Let's get to it.
July 30