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Konstantin Konovalov

Practical AI for real work. I break down Claude, Claude Code, MCP and agents into steps you can actually ship. No hype, just what works.

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Stop Reaching for a Bigger Model. Fix the Prompt First.

Stop Reaching for a Bigger Model. Fix the Prompt First.

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4 min read
Claude vs Gemini: pick the model by the job, not the benchmark

Claude vs Gemini: pick the model by the job, not the benchmark

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4 min read
Claude Artifacts: When a Chat Answer Becomes a Running Tool

Claude Artifacts: When a Chat Answer Becomes a Running Tool

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4 min read
Cheap Tokens or Reliable Work? Claude vs DeepSeek, Without the Hype

Cheap Tokens or Reliable Work? Claude vs DeepSeek, Without the Hype

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4 min read
From One Task to a Working Agent: Trigger, Data, Action, Deliver

From One Task to a Working Agent: Trigger, Data, Action, Deliver

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4 min read
The "what not to change" section: the cheapest fix for AI coding agents that quietly break things

The "what not to change" section: the cheapest fix for AI coding agents that quietly break things

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4 min read
ChatGPT Is Everywhere. So When Do I Actually Reach for Claude?

ChatGPT Is Everywhere. So When Do I Actually Reach for Claude?

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4 min read
Use Claude Code to clean up files and folders without writing code

Use Claude Code to clean up files and folders without writing code

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4 min read
Claude vs ChatGPT for real code: editing, debugging, and big repos

Claude vs ChatGPT for real code: editing, debugging, and big repos

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3 min read
What is the Model Context Protocol (MCP)?

What is the Model Context Protocol (MCP)?

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6 min read
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