Workflows7 min read
How to Use AI for Weekly Research Without Drowning in Notes
Most AI research workflows create more text. This one is designed to create a useful weekly brief.
About
Vladislav Zhirnov
I write about applied AI, product management, and the operating systems that turn smart tools into useful work.
Vladislav Zhirnov writes about applied AI, product management, and operating systems for better knowledge work. His focus is turning AI from a novelty into repeatable workflows that save time, improve decisions, and create business outcomes.
The site is built around a simple editorial standard: AI can help draft and explore, but every published piece needs a human voice pass, examples, fact checks, and a clear reason to exist.
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Prompting6 min read
How to Write Prompts That Produce Useful Work
Good prompts are less about magic words and more about context, constraints, examples, and evaluation.
Strategy8 min read
Why AI Adoption Fails Inside Teams
AI adoption is not a software rollout. It is a behavior change and workflow design problem.