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Today, it may seem that software development is going through something similar to what happened to web publishing after content management systems appeared. AI can already write code, find bugs, build interfaces, connect APIs, and accomplish in a few hours what would have taken a team of developers days or even weeks only a few…
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AI in software development uses large language models, machine learning, and autonomous coding agents across the software development life cycle (SDLC): planning, coding, testing, deployment, and maintenance. Teams using AI coding assistants commonly report 30–50% faster initial implementation, though measured results vary widely. The gains concentrate in code generation, test creation, and documentation. Architecture and…
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In May 2026, a court in Munich did something no court had done before. It ruled that when Google’s AI invents a false statement that damages a business or a person’s reputation, Google can’t hide behind the open web or “the algorithm,” as it becomes legally responsible for those words. For anyone building an AI…
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A Chinese court has issued a ruling that could become an important precedent for the global labor and technology markets. The court found unlawful the dismissal of an employee that the company had justified by the implementation of artificial intelligence systems and automation. In effect, this is one of the first high-profile cases in which…
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Something quietly broke in the startup org chart over the last two years; the traditional relationship among the CEO, the engineer, and the founder no longer operates on its old terms. Yes, very often the CEO and the founder are one and the same person. Even so, the roles are different, and here we treat…
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An AI agent is an autonomous software system that can reason about goals and take multi-step actions to accomplish them, without requiring constant human supervision at every step. We offer a review of why the AI agent market is growing so fast, how they generate value across industries, and what it takes to build them…
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We keep creating reviews of vibe-coding and popular platforms that users, professional developers, and citizen developers utilize. Marketing slogans present Lovable as easy to turn an idea into a working application in a single afternoon. Is this the real experience for thousands of founders, product managers, and early-stage teams who have used it to validate…
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Most articles about vibe-coding start the same way: here is the exciting new thing, here are the risks, here is how to be careful. We are going to start somewhere different: we worked with a real product and received a client request for a full technical review. There is a gap in software development that…
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Global supply chains have become too complex to manage with dashboards alone. Every shipment generates a stream of signals—GPS coordinates, traffic updates, warehouse capacity alerts, customer requests, weather disruptions. Logistics teams monitor these signals through control tower systems, yet the real challenge is not visibility. It is the ability to interpret this constant flow of…
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If robots are coming for work, elder care is where they’ll arrive first—not because it’s glamorous, but because no one else is left.
