RECmikitalashytski.com

Pipeline school

Not blog posts — build pipelines

Choose project type, get stack recommendation, walk the 11-step beginner path or download skill packs. Manual guide tapes below.

Default for plumber / local service: Astro + Cloudflare

In 2–3 hours you can have

  • Clear page structure and offer
  • GitHub repo with first deploy
  • Live URL on Cloudflare or Vercel
  • Domain connected (or staging URL)

Who is this for

Pick your scenario

P-01

Small business owner

Plumber, salon, lawyer — need a working site, not a course.

P-02

Vibe coder

You use Cursor but stack choice is random — need a system.

P-03

Broken project

AI demo, deploy fails, domain wrong — rescue path.

Ready now

Use today

Marketing & SEO

Visibility after launch

GSC, analytics, TikTok, ads, Yandex — honest order for small business.

Guide tape

Extra practical tapes

GSC, analytics, TikTok, ads, Yandex — honest order for small business.

AI coding school

What you can use from the system

A practical setup for working with Cursor, Claude, Codex, model routing, scripts, repeatable pipelines and human review checkpoints.

MOD-01Guide tape

Cursor as the workbench

Project context, rules, small commits, refactors and how to stop Cursor from rewriting the whole app.

MOD-02Guide tape

Claude, Codex and model roles

Use different models for different jobs: architecture, code edits, critique, copy, tests and documentation.

MOD-03Guide tape

Chinese AI stack

Where Qwen / DeepSeek / Kimi-style models fit: cheap drafting, alternative reasoning, translation and bulk content checks.

MOD-04Guide tape

Skills and reusable instructions

Turn repeated work into local skills: SEO checklist, landing audit, product card generation, deployment checklist.

Where it breaks

Where it breaks

Wrong stack, no form, fake copy — fix with pipeline or rescue.

  • Generic value proposition
  • Decorative sections with no decision support
  • CTA hidden below the fold

System library

Reusable systems for real AI-assisted work

Same practical format: what the tool is for, when to use it, how to wire it into a real workflow and where a human must approve the result.

SYS-01

AI agents and task delegation

When to use an agent, how to split work into roles, and why every agent needs a scope, tools, budget and stop condition.

SYS-02

MCP and connected tools

Connect AI to GitHub, Gmail, files, docs, databases and internal tools without turning every task into copy-paste.

SYS-03

RAG and knowledge bases

Build a small knowledge base for project docs, product catalogs, FAQs and internal instructions before asking AI to answer.

SYS-04

Browser automation

Use Playwright-style checks for forms, checkout, layouts and SEO-critical pages instead of trusting screenshots.

SYS-05

Evals and quality gates

Create repeatable checks for copy, code, schema, translations and generated product data so mistakes do not scale.

SYS-06

Design systems for AI builds

Give AI tokens, components, spacing rules and examples so every new page does not look like a different template.

All guide tapes

GUIDES

Free guides for people who want Cursor, Codex, GitHub and Vercel instead of overpriced courses. If you get stuck, I can audit, fix or finish the build.

● Tape archive

Free guides for people who want Cursor, Codex, GitHub and Vercel instead of overpriced courses. If you get stuck, I can audit, fix or finish the build.

TAPE-0112 min read

Do not want to pay for a website? Build it yourself.

A practical path from idea to live website with AI-assisted coding, GitHub, Vercel, domain, form and SEO basics.

StrategyCursorGitHubVercel

Read guide

TAPE-028 min read

Cursor to GitHub to Vercel: the clean deployment pipeline

How to move from generated code to a real production URL without losing ownership.

CursorGitHubVercelSEO

Read guide

TAPE-037 min read

Prompts for Cursor that do not produce junk

Prompt structure for small business sites: context, sections, constraints, checks and edit loop.

CursorPromptsCopy

Read guide

TAPE-049 min read

Why AI websites look like cheap demos

The repeatable failure pattern: fake copy, weak offer, broken mobile, no forms, no indexing.

AuditDesignSEO

Read guide

TAPE-056 min read

When it is cheaper to hire someone

A practical decision rule for DIY, consultation, rescue work and full build.

ConsultingAuditScope

Read guide

TAPE-068 min read

TikTok for a small business — optional but powerful

When TikTok beats ads, how to film 3 starter clips, link to your site. Not mandatory — GSC is.

TikTokMarketingLocal

Read guide

TAPE-077 min read

Google Ads without burning money

When paid search makes sense, daily cap, exact keywords, track form submits — not just clicks.

Google AdsBudgetLocal

Read guide

TAPE-086 min read

Google Search Console — step by step

Mandatory for Google: verify site, submit sitemap, request indexing. Plain steps for non-specialists.

GSCSEOIndexing

Read guide

TAPE-097 min read

Yandex Webmaster, Metrica, Direct for RU/UA/BY

When your clients search in Yandex, not Google. Skip if Poland-only.

YandexMetricaRU

Read guide

TAPE-109 min read

Which framework in 2026 — for non-developers

Astro vs Next.js vs Remix vs SvelteKit — decision tree so AI does not pick randomly.

AstroNext.js2026

Read guide

TAPE-1110 min read

Full website launch kitchen — code to Google to TikTok

The whole path: build, deploy, GSC, analytics, GBP, optional social and ads. Links to every pipeline section.

ChecklistSEOMarketing

Read guide