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 Claude vs Gemini to write 150 GST invoice reminders: which one customers paid faster
I sent 150 overdue GST invoice reminders split between Claude and Gemini to test which AI writes reminders that actually get paid faster. Claude's reminders got paid 40% faster—6.8 days vs 11.4 days.
I explained tokens, context windows and grounding to my Nairobi team — what finally made sense
A Nairobi team struggled to understand AI costs and capabilities until we compared tokens to M-Pesa records and context windows to WhatsApp chat history. Here's what finally clicked.
I used Claude vs Gemini to process 90 Yoco settlement reports during load-shedding
I tested Claude and Gemini to process 90 days of payment settlement reports during Cape Town's load-shedding crisis. Here's which AI model handled interruptions, deduplication, and reconciliation better.
I used Claude vs Gemini to reply to 120 Flutterwave dispute emails: which model won
I tested Claude and Gemini on 120 Flutterwave dispute responses. Claude won 9 out of 11 cases. Here's what separates a winning response from one that gets rejected.
I used 5 prompt templates to reply to 300 Flipkart and Meesho vendor messages: which formula per task
I tested five AI prompt templates on 300 vendor messages across Flipkart, Meesho, and WhatsApp. Here's which formula worked best for order confirmations, delays, pricing, invoices, and follow-ups.
OpenAI o1 vs Claude 3.7 Sonnet for Xero invoice reconciliation: I tested 60 reports
I tested OpenAI o1 and Claude 3.7 Sonnet on real invoice reconciliation work—60 transactions, VAT checks, duplicate detection, and missing receipts. Here's what actually worked.
I used AI to process 80 Companies House sole trader invoices in one afternoon: step by step
I tested Claude and Gemini on 80 sole trader invoices: structuring data, verifying Companies House records, and calculating UK VAT. Here's what worked, what failed, and what I'd do differently.
I paid KSh 1,800 for ChatGPT then switched to five AI models for KSh 1,400: the real cost breakdown
A Nairobi shop owner ditched ChatGPT Plus at KSh 1,800/month for five AI models at KSh 1,400/month. Here's the real cost breakdown after thirty days of tracking every task.
5 myths about Claude vs Gemini for Paystack disputes that waste your naira budget
A Paystack seller tested Claude and Gemini on 60 disputes and discovered which model actually saves money. The answer isn't what Twitter says.
I used AI to write 100 Stripe dispute responses in one week: which model won
I tested Claude, Gemini, and DeepSeek on 112 Stripe disputes after Black Friday chaos. Here's which model won the most cases—and why.
I used 3 reasoning models to debug 25 UPI webhook failures: which one per error type
I hit 25 UPI webhook errors during Diwali week. I tested Claude Sonnet 4.5, Gemini Pro, and DeepSeek R1 on each one. Here's which model caught which bug fastest.
I used 3 AI models to write 50 Jumia product descriptions in one afternoon: which one sold
A Nairobi seller tested Claude, Gemini and DeepSeek to write 50 product descriptions. One model hit 22% conversion rates on electronics—here's what actually worked for Kenyan buyers.