For years, many developers assume that becoming a better engineer means writing cleaner code, learning more frameworks, and mastering increasingly complex technologies. That matters. But it is not what separates senior engineers from everyone else. The real shift happens when you stop optimizing for code and start optimizing for systems, trade-offs, and impact. A good…
In July 2026, hundreds of AI agents being evaluated by OpenAI found a way to communicate with each other, coordinate their actions, and attack external infrastructure. The target was Hugging Face, one of the most important platforms in the AI ecosystem. The incident began during cybersecurity evaluations using ExploitGym, a benchmark designed to test whether…
Ken Thompson has spent most of his career proving that software does not become better by becoming more complicated. He helped create Unix, one of the most influential operating systems in computing history. Decades later, already a Turing Award winner and a legend in computer science, he helped create Go at Google. The connection between…
Linux 7.3 is shaping up to be one of the more performance-focused kernel releases in recent memory. The gains are not coming from one headline feature, but from a broad set of improvements across filesystems, scheduling, memory management, and real-time latency. Btrfs is getting some of the biggest changes. Several hot paths around logging, fsync,…
The debate about artificial intelligence and employment is dominated by two extremes. Optimists predict that AI will create abundance, eliminate tedious work and make everyone more productive. Pessimists warn that it will make human labor obsolete. The more likely outcome is less dramatic but still disruptive: jobs will remain, but many companies will need fewer…
Geoffrey Hinton is one of the most important figures in modern artificial intelligence. A British-Canadian computer scientist and cognitive psychologist, Hinton spent decades developing ideas behind neural networks and deep learning. His research helped make possible many of today’s AI systems, including image recognition, speech recognition and large language models (LLM). In 2024, Hinton and…
San Francisco startup Conduit is developing a non-invasive system that promises to turn thoughts into text (no brain implant required). The company has reportedly collected around 10,000 hours of neural data from thousands of participants. While wearing custom headsets, participants speak or type during conversations with an AI. Conduit records the signals produced shortly before…
For years, software teams have worked in 2 to 4 week cycles: plan, backlog grooming, poker estimate, build, daily scrum, review, retrospective, repeat. AI breaks that model. When an AI coding agent can generate in minutes what once took days, the sprint is no longer accelerating work. It is delaying it. A team may spend…
For decades, the defining skill of a software engineer was fluency in syntax. The best developers were those who could translate complex human logic into machine-readable text with minimal errors. Today, that fundamental reality is shifting beneath our feet. As artificial intelligence moves from novelty to necessity, the modern programmer is no longer just a…
Living off the Land If you checked your security logs today and saw a successful login from a legitimate IP address, you probably wouldn’t raise an alert. And that is exactly what modern threat actors are counting on. As we navigate the cybersecurity landscape of 2026, the industry is facing a harsh reality: the biggest…
