Blog · 7 articles
Engineering field notes
Deep-dive technical guides on AI engineering, B2B SaaS architecture, automation, and EVM smart contracts. Built from production systems, not theory.

Best GEO Tools 2026: Comparison of 10 AI Visibility Platforms
Comprehensive comparison of 10 leading Generative Engine Optimization (GEO) and AI visibility tracking tools in 2026 — Profound, Athena HQ, Otterly, BrandLight, Peec, Semrush AIO, Ahrefs Brand Radar, and more. Pricing, features, who they fit.
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26 Criteria for AI-Readiness: How I Audited My Own Site (and Beat Three B2B SaaS Giants)
I ran a 26-criterion AI-readiness audit on ivannikov.pro. Score: 42 → 80 in one day. Then I ran the same audit on Stripe (55), Twilio (UNRELIABLE), and Linear (UNRELIABLE). Here's the methodology and what it means for B2B SaaS in 2026.
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Blockchain Market Overview 2026
A comprehensive analysis of the current state of Web3, DeFi, and the blockchain market.
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The Future of Web3 in 2026
Where blockchain technology is heading and how businesses can adapt.
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Smart Contracts Security Checklist
A comprehensive guide on auditing and securing your Solidity smart contracts.
Read article →Telegram Mini Apps Complete Guide
Everything you need to know about building, launching, and scaling Telegram Mini Apps in 2026.
Read article →Comparing Top DeFi Protocols in 2026
A detailed comparison between Uniswap, Aave, Compound, and new challengers.
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