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SPG Blog About Software Development

Are Software Developers Becoming Obsolete
April 1, 2025

Are Software Developers Becoming Obsolete? Welcome to the Future Powered by OpenAI Agents

Imagine a software developer who never tires, writes flawless code, debugs instantly, and deploys seamlessly. Now picture hundreds working simultaneously. This isn't science fiction—it's the new reality offered by OpenAI's revolutionary AI agents, transforming the…

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How_One_Tiny_Update_Took_Down_Production
March 25, 2025

Dependency Roulette: How One Tiny Update Took Down Production

Third-party dependencies are a double-edged sword—convenient until they suddenly break everything. Here’s a real-world incident from our collection that perfectly illustrates this risk.The Setup: How We Managed Python DependenciesWe use the pretty standard and simple…

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Top 10 Backend Frameworks
March 4, 2025

Top 10 Backend Frameworks for 2025

When it comes to backend development, choosing the right framework can make or break your project. With framework comes great responsibility. Whether you're a CTO navigating the complexities of scaling a business or a senior…

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TOP AI Tools
February 13, 2025

Top 15 AI Tools

Beyond powerful models, AI tools play a crucial role in bridging the gap between cutting-edge technology and real-world implementation. These tools provide the frameworks, platforms, and integrations that make AI accessible, scalable, and adaptable for…

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Four Inconvenient Truths About Product Development
May 13, 2024

Four Inconvenient Truths About Product Development

According to a study by the McKinsey Global Institute, the failure rate for new product launches ranges from 25% to 45%, with the consumer goods industry experiencing the highest failure rate of around 45% (‘Reviving…

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What Affects a Project Schedule A Load Balancing Story
April 3, 2024

What Affects a Project Schedule: A Load Balancing Story

Part 1. This Is Not the Load Balancer You’re Looking For…When assessing the scope of a new project, we always do our best to estimate the required level of effort as accurately as we possibly…

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AI or AGI
September 12, 2023

AI & AGI: Exploring the Present and Future of Artificial Intelligence

Artificial Intelligence (AI) has quickly become an integral part of our lives, transforming industries and revolutionising the way we work with technology. Alongside the rapid advancements in AI, the concept of Artificial General Intelligence (AGI)…

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ChatGPT a developer’s friend or foe
August 3, 2023

ChatGPT: a Developer’s Friend or Foe?

In a remarkably short length of time, AI has become a part of many people’s everyday lives, revolutionising industries, automating a wide range of labour-intensive tasks, and enabling companies to maximise their productivity. However, artificial…

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What is Reinforcement Learning
March 7, 2023

Why Reinforcement Learning Matters and How It Can Help Your Business

Reinforcement learning is a powerful type of machine learning algorithm that is rapidly gaining traction in the business world. This approach to artificial intelligence is particularly well-suited to decision automation, helping companies solve complex problems,…

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Machine Learning Algorithms
February 23, 2023

Machine Learning Algorithms: Improving the Performance of People and Companies

Machine learning, once considered the exclusive domain of programmers and mathematicians, has become ubiquitous in the modern world, with applications in nearly every industry. While some barriers for wider adoption may still exist, there are plenty…

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