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Roman Belov

I'm Roman, Technical Founder & AI Product Engineer. After 10+ years in product & growth, I went all-in on building AI-powered products. I understand business logic and build like an engineer.

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Human-in-the-Loop for AI Products: When the Model Decides and When a Person Does

Human-in-the-Loop for AI Products: When the Model Decides and When a Person Does

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10 min read
Prompt A/B Testing: a scientific approach to improving AI response quality

Prompt A/B Testing: a scientific approach to improving AI response quality

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11 min read
ADR Template: How AI Generates Architecture Decision Records Your Future Self Will Thank You For

ADR Template: How AI Generates Architecture Decision Records Your Future Self Will Thank You For

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10 min read
AI Security Audit Checklist: 15 Vulnerabilities Claude Found in Production Code

AI Security Audit Checklist: 15 Vulnerabilities Claude Found in Production Code

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12 min read
Multi-Agent Architecture: When One AI Isn't Enough

Multi-Agent Architecture: When One AI Isn't Enough

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9 min read
AI Code Review Checklist: Correctness, Security, Performance, Readability

AI Code Review Checklist: Correctness, Security, Performance, Readability

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8 min read
TDD with AI: Claude Writes Tests First, Then the Implementation

TDD with AI: Claude Writes Tests First, Then the Implementation

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8 min read
LLM-as-Judge: Automated Quality Gate for LLM Outputs in Production

LLM-as-Judge: Automated Quality Gate for LLM Outputs in Production

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7 min read
Prompt Engineering System: Managing 50+ Prompts in Production

Prompt Engineering System: Managing 50+ Prompts in Production

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10 min read
Context Engineering: How to Manage Context for AI Models and Agents

Context Engineering: How to Manage Context for AI Models and Agents

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11 min read
I Built a Lie Detector for AI Coding Agents

I Built a Lie Detector for AI Coding Agents

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3 min read
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