AuraByt Blog
Thoughts on building products, web development, and running a tech studio.
Blog Posts
Where AI Development is Headed in 2026: From Experiments to Real-World Impact
AI is shifting from flashy demos to production systems. Here's what's actually changing in 2026 and what it means for businesses.
Read Post →The AI Hardware Reality Check: What It Actually Takes to Run Modern AI
Everyone wants to deploy AI, but few understand the hardware requirements. Here's what you actually need and what it costs.
Read Post →The RAM Shortage Crisis: How AI is Breaking the Memory Market
Memory prices are surging 50-90% as AI datacenters consume unprecedented amounts of RAM. Here's what's happening and who's affected.
Read Post →When Local LLMs Beat Cloud APIs: A Real Cost and Performance Breakdown
Cloud APIs seem convenient, but local LLMs can save 70-85% at scale. Here's the math on when self-hosting makes sense and when it doesn't.
Read Post →Building Stattraq — A Profitability Calculator for Gig Drivers
Why we're building a tool to help GTA gig drivers understand their true per-kilometre earnings, and the tech stack behind it.
Read Post →Why Small Businesses Deserve Better Than Template Websites
Most small business websites are slow, generic, and forgettable. Here's why custom-built sites are more accessible than you think.
Read Post →Local AI Deployment — Why Some Businesses Need Models On Their Own Servers
Not every business should send their data to OpenAI. Here's when local AI deployment makes sense and how we approach it.
Read Post →Let's Build Something Great Together.
Whether you need a website, a web app, or a full SaaS product — let's talk about what you're trying to build.