Применимо
issue / 01

Independent digital publication

Vladivostok · July 2026

ПРИМЕНИМО.

We unpack complexity. We keep what you can apply.

Technology, traffic, and digital risks — without the noise and with practical conclusions. Every article ends with something you can check or do.

Featured article

Faster code. Tighter control.

AI coding and MCPJuly 29, 2026 · 11 min

Vibe coding without the gamble: MCP, tests, and quality control

AI can write code faster than a team, but it cannot define task boundaries, accept risk, or prove the result is ready on its own. A workable approach begins with a controlled environment, before the prompt.

Essence
AI coding is useful as a fast executor within short, verifiable tasks.
Risk
The model confidently expands the scope of changes, repeats vulnerable patterns, and treats a green screen as proof of quality.
Action
Separate context, permissions, and completion criteria; put every change through tests, diff review, and an independent check.
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Publication map

Six areas of practice

Beyond news for its own sake: systems that change how digital businesses work, stay secure, and make money.

01

AI agents and local LLMs

Where autonomy helps, what to run locally, and how to account for operations rather than just the price per token.

Open topic02

AI coding, MCP, and quality

How to accelerate development with AI while retaining control over architecture, access, and the definition of done.

Open topic03

Fraud prevention, deepfakes, and cybersecurity

Clear protocols for verifying identities, money, and accounts — for households and small teams.

Open topic04

Marketplace economics

Unit economics, external traffic, and experiments that distinguish revenue growth from profit growth.

Open topic05

GEO/SEO for AI search

How to become an understandable, citable source for traditional and generative search without magic files.

Open topic06

VK/Telegram performance

Media buying, attribution, and funnels in Russian channels — from an impression to a useful action.

Open topic

Issue / 01

Latest articles

Six standalone analyses connected by one framework: essence, risk, and action.

How we work

We do not add noise

Применимо separates observation from recommendation and does not hide limitations for the sake of an attractive conclusion.

  1. Essence

    We start with the answer, rather than a lengthy introduction.

  2. Risk

    We show the cost of error and the limits of the method.

  3. Action

    We finish with a check, a calculation, or a next step.