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 used 3 AI models to debug a M-Pesa webhook: which one found the timeout error
I fed the same broken M-Pesa webhook code to Claude, Gemini, and DeepSeek. One spotted the 30-second timeout bug immediately. Here's what each model found—and missed.
I used 3 AI models to debug a Paystack webhook: which one found the actual error
I ran the same broken Paystack webhook code through Claude, Gemini, and DeepSeek to see which AI model spotted the missing signature verification fastest—and what that tells us about debugging with AI.
I used Claude and Gemini to debug 30 Shopify checkout errors: which reasoning model actually found the root cause
I debugged 30 Shopify checkout errors using Claude and Gemini to see which reasoning model actually found the root cause. Here's what each one caught—and missed.