The Kryotta blog
Guides and comparisons on working with every AI model — Claude, Gemini, Llama, Mistral, DeepSeek and more — plus what we're building.
Claude vs Gemini for VAT returns: I tested 50 B2C invoices and refund credits
I tested Claude Sonnet 4.5 and Gemini Pro on 50 real VAT invoices—UK sales, Irish cross-border, and refund credits. Here's which model handles each scenario correctly, and why format matters as much as math.
I asked Claude to explain tokens and context windows to my Lekki store team — here's what actually clicked
A Lekki store owner explains tokens and context windows to her team using WhatsApp analogies instead of jargon—and it actually worked. Here's the explanation that clicked.
I used AI to reply to 120 Instagram vendor DMs in one week: which model understood naira and Lagos delivery
I tested Claude, Gemini, and Llama to reply to 120 customer DMs for my Lagos fashion shop. Here's which model understood naira, delivery zones, and Nigerian commerce—and which one hallucinated courier services.
I made 35 product shots for Zalando and Bol with AI: which prompts passed review
I generated 35 AI product shots for two European marketplaces and tracked which prompts passed review. Here's the exact formula: white backgrounds, material specifics, and lighting language that actually works.
I used AI in 6 industries for 30 days: which tasks it actually finished vs which needed me
I tested AI across six industries for a month to see which tasks it could finish alone. The results: some are genuinely autonomous. Others fail in ways that cost money or trust if you don't catch them.
5 myths about AI product photos that waste your Instagram ad budget
AI-generated product photos work better than you think—if you know which myths to ignore. Here's what actually wastes your ad budget and what doesn't.
I used Auto routing for 150 Meesho customer messages: which model it picked per query
I tested auto routing on 150 real customer messages for my Meesho saree store. Claude handled nuanced requests, Gemini prioritized speed, and Llama cut costs on simple queries. Here's what actually happened.
I used AI to write 50 MTN MoMo payment confirmation messages: which model customers trusted
I tested Claude, Gemini, and DeepSeek writing payment confirmations for my waakye business. One model built customer trust. Here's what won.
I used AI to reply to 180 Jumia return requests in one week: which model understood the refund policy
I tested Claude, Gemini and DeepSeek to auto-draft replies to 180 return requests after a clearance sale. Here's which model best understood Jumia's refund policy and customer frustration.
I used AI to reply to 200 MTN MoMo payment queries in one week: which model understood cedis
I tested Claude, Gemini and DeepSeek on 200 real payment questions from my Kumasi phone shop during a sale week. Here's which model actually understood cedis and didn't invent refund policies.
I used AI to reply to 150 Etsy messages during Black Friday: which model kept up
I automated 60% of my Etsy customer messages during Black Friday using AI routing. Here's how I set it up, what failed, and which models actually kept up with 150 messages.
Claude vs Gemini for M-Pesa statement reconciliation: I tested 80 till reports
I tested Claude and Gemini on 80 M-Pesa till statements to see which AI model could cut my three-hour daily reconciliation down. Here's what actually worked.