Developer Work Verification Tools in 2025
Developer work verification has undergone a dramatic transformation in recent years. As engineering teams become increasingly distributed and development processes more complex, organizations are...
View ArticleSetting Your Rate: A Flexible Approach to Getting Paid What You’re Worth
Freelancing can sometimes feel like the Wild West, where we question, “What exactly are the rules?” I notice this, especially when it comes to rate setting.As a contract/freelance software developer,...
View ArticleBuilding Trust With Remote Developers
Remote development has evolved from a pandemic necessity into a strategic advantage. Organizations that master distributed work can access broader talent pools, reduce overhead, and create more...
View ArticleWhat GitHub Activity Really Says About Developer Productivity
The software development industry’s increasing reliance on GitHub has sparked ongoing debates about measuring developer productivity. While commit counts, pull requests, and platform metrics offer...
View ArticleContext Is King: What Historic Tech Failures Teach Us About Building Better...
Every tech company has its share of war stories. The industry is littered with cautionary tales of giants who fell because they missed crucial context. These stories are more than happy hour fodder...
View ArticleThe True Cost of Employee Turnover: A Guide to Building Resilient Teams in 2025
Employee turnover is more than just a financial burden—it’s a critical challenge that can make or break your company’s success. While most organizations focus on the immediate costs of replacing...
View ArticleInside the Federal Tech Overhaul
It is still early days in the new administration, but few moves have drawn as much attention as the Department of Government Efficiency (DOGE). Led by Elon Musk, DOGE aims to modernize federal...
View ArticleJanuary Engineering Update
As we move through 2025, let’s highlight what our engineering team accomplished in January. They’ve been hard at work enhancing the Gun.io platform to create better experiences for both our talented...
View ArticleThe Evolution of AI: Looking to the Future of AI Assistance
The big buzzword (letters) in tech: AI. Since it’s a highly public profile these days, growing notoriety over the last couple of years, AI (also filed under Machine Learning, LLM, NLP, etc.) gets a...
View ArticleFebruary Engineering Update
In February, our engineering team poured significant effort into refining our existing platform while simultaneously laying the groundwork for a new, yet unannounced solution. On the core platform...
View ArticleHow to Successfully Integrate GPT & RAG Into Your Product Roadmap
Over the past year, the adoption of Conversational AI technologies, particularly those built on GPT models, has soared. Businesses have realized that chatbots and AI assistants can provide more than...
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Scaling AI Infrastructure for LLMs: Best Practices for Mid-Sized Companies
TL;DR Vector Databases and retrieval-augmented generation (RAG) are cornerstones for LLM-powered apps that rely on real-time knowledge retrieval. GPU Efficiency, batching, quantization, and...
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