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Claude 3.7 Sonnet Wrote My AWS Tool in Minutes. ChatGPT 4o Didn’t Even Finish It.
What happens when you give the same coding prompt to ChatGPT 4o and Claude 3.7 Sonnet ? We did exactly that — asked both to build a lightweight AWS Graviton cost comparison tool. The results surprised all of us. One gave me boilerplate code. The other? A polished, working app in minutes. We also threw Cline into the mix — and that added another layer of magic. If you’re into AI-assisted dev workflows, vibe coding, or just want to see how these tools stack up in the real world, this one’s for you. Full code, live demo, and honest breakdown inside Read More ...
ChatGPT AI JavaScript Claude
The End of Trial-and-Error Coding: AI Is Reshaping Software Engineering into a Structured Discipline
With all the recent advancements in AI-assisted software development, we frequently get asked where software development is headed by young engineers we speak to at engineering institutions and at businesses we advise. GreyNeuron's take on this is that AI will lead in the green field projects, that most Human Developers will become system integrators, and that AI will pose more challenges for entry level jobs. Design thinking, Critical thinking, and System thinking all become crucial to succeed in you careers. Finally, since the boss cannot dismiss the AI, so Human Devs will continue to be needed. Read More ...
Software Development AI
Designing PostgreSQL Database Using AI: Why You Should Avoid ENUMs & How MySQL Offers More Storage Options
Our team is developing a new product, and as part of the process, we are documenting design conversations that emerge within our diverse group of engineers—each bringing different levels of experience and database expertise to the table. This post captures key insights on:
✅ Using AI to Generate Database Schemas – Expectations vs. Reality
✅ Trade-offs in Database Optimization – Balancing row storage, index storage, and query performance
✅ Why You Should Avoid ENUMs in PostgreSQL – The hidden pitfalls of space efficiency and long-term maintainability
✅ Why MySQL Offers More Storage Options – Exploring how MySQL provides flexibility for space-optimized database design. Read More ...
Database PostgreSQL MySQL AI
Software the real moat of NVIDIA
While NVIDIA is firmly entrenched as the dominant player in AI with its indispensable chips required for AI workload, the AI hardware market is undergoing a seismic shift. Competitors like AMD and Intel, as well as tech giants like Google, Microsoft, Amazon, and Meta, are making strides in a race to catchup with NVIDIA. That said, NVIDIA’s software ecosystem remains its ultimate moat. Let'sexplore why NVIDIA is so hard to beat, where its competitors stand, and whether the industry can unite to create a common software ecosystem that challenges NVIDIA’s supremacy. Read more...
AI


Future of programming languages
The programming landscape has always been dynamic, with languages evolving to meet the ever-changing demands of technology and industry. From enterprise systems to cloud-native applications and gaming, each programming language plays a unique role in shaping the technological world we live in. This blog takes an in-depth look at some of the most influential languages today...
Programming languages
Beware Of those Free Tiers
Recently in a code review session for a product under development, got to know the team was using Firebase for in-app notifications. Looked like a reasonable choice nevertheless reminded me of the infamous story how a startup almost went bankrupt using Firebase. I shared the story with the team & requested them to apply learnings if any from the same...
Cloud Culture System Design
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