Tag: Software Development
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Why Momentum and Progress Beat Perfection: Lessons from Real Startups
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In the startup world, the pursuit of perfection is a seductive trap. Many of the most successful products and companies you know today were shaped by consistent progress, rapid iteration, and a relentless focus on doing over dreaming. Let’s explore why momentum wins, and how some of the world’s best-known startups have built their success…
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Best AI for Coding and AI Coding Assistants by Category (2025)
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AI for coding, or AI-assisted software development, means using artificial intelligence — typically large language models (LLMs) — to help developers through various stages of the software development lifecycle. Whether it’s writing new code, reviewing pull requests, generating tests, or even translating across languages, AI is now woven into everyday programming. It allows developers to go from idea to…
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How Software Composition Analysis (SCA) Empowers Developers to Discover Vulnerabilities Early
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In today’s fast-paced software development landscape, security is a top priority. Modern applications often rely on a complex web of open-source and third-party components, making it increasingly challenging to ensure code safety. This is where Software Composition Analysis (SCA) becomes invaluable for developers aiming to identify vulnerabilities before they reach production. The Role of SCA…
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The Illusion of Thinking: Why Apple’s Findings Hold True for AI Code Reviews
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Recent research has cast new light on the limitations of modern AI “reasoning” models. Apple’s 2025 paper The Illusion of Thinking shows that today’s Large Reasoning Models (LRMs) — LLMs that generate chain-of-thought or “thinking” steps — often fail on complex problems. In controlled puzzle experiments, frontier LRMs exhibited a complete accuracy collapse beyond a complexity threshold. In other…