The Kryotta blog

Guides and comparisons on working with every AI model — Claude, Gemini, Llama, Mistral, DeepSeek and more — plus what we're building.

Late-night debugging scene: laptop, coffee, and urgent focus during a production incident
Developers

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.

September 9, 2026 · 9 min read
Woman replying to WhatsApp messages at a food stall counter in evening light, phone in hand
AI Models

I used AI to write 50 restaurant menus and WhatsApp order replies — which model kept the Ghanaian English natural

I tested Claude, Gemini, and Llama on 50 real food-stall tasks—writing menus and WhatsApp replies. One kept the warmth and rhythm of Ghanaian English. The others sounded like call centers.

September 9, 2026 · 9 min read
Developer reviewing code on multiple monitors with financial data visible, natural office lighting, coffee cup and notebook nearby
Code Review

I used 3 AI models to review 25 TypeScript pull requests: which one caught the VAT rounding bug

I tested Claude, DeepSeek, and Gemini on 25 TypeScript pull requests. DeepSeek caught a VAT rounding bug that would have cost a client thousands—here's how each model performed.

September 8, 2026 · 9 min read
Developer at desk with three monitors displaying code, notebooks, and coffee mug with warm desk lighting
Code Review

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.

September 4, 2026 · 7 min read
Small business owner comparing AI-written emails with a damaged kitchen appliance on desk
AI Models

I used AI to write 80 SEPA refund emails in German, French and Dutch: which model kept the tone right

I tested Claude, Gemini, and DeepSeek to write 80 multilingual refund emails. Here's which model kept the tone human and whether it's worth the cost.

September 3, 2026 · 8 min read
Person at desk with notebooks and comparison sheets in natural light, hand near keyboard, contemplative expression about choosing resources
AI Models

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.

September 3, 2026 · 7 min read
Developer reviewing code on multiple monitors with syntax errors highlighted, desk lamp lighting the workspace, scattered notes visible
Developers

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.

September 1, 2026 · 10 min read
Cluttered small business desk with smartphone, order notes, and gift hamper boxes in natural light
AI Models

I used AI to reply to 100 WhatsApp Business orders during wedding season: which model kept up

I tested Claude, Gemini, and DeepSeek on 100 real WhatsApp Business orders during peak wedding season. Here's which model handled customer replies best—and where each one stumbled.

August 30, 2026 · 9 min read
Small business owner reviewing AI costs at desk with laptop and printed invoice in natural morning light
AI Models

The €0 to €35 checklist: which AI jargon actually matters for your online store

Three AI terms actually matter for your store's monthly bill: tokens, context window, and hallucinations. Learn which models to use where, and stop overspending on premium AI for routine tasks.

August 24, 2026 · 9 min read
Developer thinking at desk with laptop and coffee, afternoon light, workspace with multiple windows open
AI Models

Six questions developers actually ask about using different AI models for each task

Claude Sonnet catches bugs in code review. Gemini Flash scaffolds features faster. Using the same model for both wastes time and money—here's what actually works.

August 24, 2026 · 8 min read