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Alexey Evdokimov

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AI Advances

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Alexey Evdokimov

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Sep 22

Vibe Coding Large Systems: A Process Without Engineers

Lessons from rebuilding a production system with AI agents. How I compensated for a lack of software development skills.

Vibe Coding Large Systems: A Process Without Engineers

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AI Advances

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Alexey Evdokimov

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Jun 22

What A Self-Improving Agent Needs Besides Skills To Stay On Track

How to prevent AI agents from making wrong decisions and degrading their skills. The process and tools I use in non-coding projects.

What A Self-Improving Agent Needs Besides Skills To Stay On Track

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AI Advances

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Alexey Evdokimov

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Apr 13

The AI Helix: Identify Your Stage of AI Co-Evolution

Six stages of human-AI interaction — the roadmap from AI micromanagement to workflow automation to high-level decision making, and more

The AI Helix: Identify Your Stage of AI Co-Evolution

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AI Advances

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Alexey Evdokimov

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Jan 31

No Time Saved with AI? Here's How To Fix It (and How You Can’t)

Why even agents don’t help and how to speed up the ‘AI micro-management’ required for quality outcomes

Ways to save time formulating AI context and validating AI results

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AI Advances

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Alexey Evdokimov

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Nov 26, 2025

Stop Writing in ChatGPT: Why Non-Developers Need an AI Workspace

Why and how to use AI “developer” tools like Cursor to simplify the creation of high-quality documents and other complex content

Choosing the right place for a task. Google AI vs ChatGPT vs Cursor vs ready-made AI tools

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AI Advances

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Alexey Evdokimov

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Oct 15, 2025

True Collaborative AI Is More Than Sharing AI Chats

Why a communication platform is the best place for AI at work, and what messaging apps can help engage your whole team in AI

True Collaborative AI Is More Than Sharing AI Chats

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AI Advances

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Alexey Evdokimov

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Aug 29, 2025

How to Bridge the “Learning Gap” with AI Copilot Maker

Rigid AI platforms can’t adapt to employees’ ever-evolving needs. What if we empower non-technical workers to build their own AI tools?

How to Bridge the “Learning Gap” with AI Copilot Maker

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AI Advances

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Alexey Evdokimov

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Aug 1, 2025

AI Adoption at Work: Let Teams Build Their Own AI Assistants

When generic AI bots fail and custom ones developed by engineers cost too much, there’s a smarter path to boost AI usage and quality.

Without proper context, AI interprets requests literally, ultimately amplifying people’s incompetence

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Generative AI

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Alexey Evdokimov

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Jul 6, 2025

How to Train AI With Your Edits: Building a Personal Knowledge Base

Learn how to enhance AI-driven knowledge base workflows using simple few-shot learning trick and advanced Make.com features!

How to Train AI With Your Edits: Building a Personal Knowledge Base

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AI Advances

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Alexey Evdokimov

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Jun 10, 2025

How to Build Your Own No-Code AI Tool to Grow Your Knowledge Base

How I built a no-code system that uses AI to automatically classify and summarize videos, articles, posts, and notes.

AI no-code guide, part 2: adding webpages, google docs and youtube transcripts to your personal knowledge base

Alexey Evdokimov

Alexey Evdokimov

Human-centric AI Architect with a background in Research (PhD), Operations management, PM, etc. Making work better https://www.linkedin.com/in/alexey0evdokimov/

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