The Kryotta blog
Guides and comparisons on working with every AI model — Claude, Gemini, Llama, Mistral, DeepSeek and more — plus what we're building.
I used 3 AI models to debug a Stripe webhook timeout: which reasoning model found it
A Black Friday payment crisis: orders processed but never delivered. Three AI models tackled the same logs. Only one found the Nginx timeout mismatch killing Shopify API calls.
I made 15 TikTok Shop product videos with AI — which ones got sales and which got scrolled past
I generated 15 AI product videos for my TikTok Shop in two days. Four converted. Here's what worked, what flopped, and why lighting mattered more than motion.
I made 30 product shots and Reels for Black Friday with AI — what failed and what converted
I generated 30 product assets in six days using AI instead of hiring a photographer. Here's exactly which tools worked, what failed spectacularly, and the conversion data.
I used 3 AI models to review 40 pull requests: which one caught the logic bugs
I tested Claude, Gemini, and DeepSeek on 40 real pull requests from a Shopify app. Claude caught 9 logic bugs—including a critical multi-tenant security flaw. Here's how they compared.
5 myths about Auto routing that waste your AI budget (and what actually happens)
Auto routing doesn't just pick the cheapest model—it matches complexity to capability. Here's what actually happens, and why it saves money while improving output.
I used Auto routing for 100 Shopify customer emails: which model it picked and why
I tested Kryotta's Auto routing on 100 customer support emails across two Shopify stores. Here's which AI model it picked for refunds, product questions, and complaints—and whether the routing decisions actually saved money.
The developer checklist for code review with AI: which model per task and why
A freelance developer shares how routing different code review tasks to specialized AI models—instead of using ChatGPT for everything—caught bugs that would've cost clients money. Here's the checklist that works.
Compare vs Auto vs Image Studio vs Video Studio: when to use which Kryotta tool
Kryotta has four main tools—Compare, Auto, Image Studio, Video Studio—and most people use the wrong one. Here's which to pick when, based on what actually matters for your work.
Claude vs Gemini for Stripe refund emails: I tested 100 angry customer replies
I tested Claude Sonnet 4.5 and Gemini Flash on 100 real angry refund requests across three e-commerce stores. One model kept inventing tracking numbers. Here's what actually works.
5 myths about prompt templates that make your AI replies sound robotic
Templates don't make AI sound robotic—vague instructions do. A well-structured prompt locks in how the model thinks while leaving room for natural variation in tone and content.
The 15-minute Shopify product photo checklist: Compare, Auto and Image Studio
Cut your product photo generation time from hours to minutes. Learn how to use Compare, Auto routing, and Image Studio to create Shopify-ready product images without the guesswork.
Claude vs Gemini for customer support emails: I tested 200 Shopify refund requests
I tested Claude and Gemini on 200 real Shopify refund requests from my candle shop. Claude writes warmer emails but sometimes overpromises. Gemini is faster and sticks to policy—here's which one actually works better.