yk@desk:~$cat ./README.md

Digital Marketing& Automation Insights

Notes on paid media, affiliate marketing and the tools around them. Nothing too fancy — practical, sourced guides from a media buyer with 11+ years in paid acquisition.

Featured // hand-picked · start here

>head ./most-read

Most read // the guides readers open most
  1. [Marketing] Antidetect Browsers for Affiliate Marketing: Prices Compared
  2. [Marketing] Anti-Detect Browsers for Multi-Accounting Teams (2026)
  3. [Automation] What Is OpenClaw? The Complete 2026 Guide (Local-First AI)
  4. [Automation] n8n vs Zapier 2026: Which AI Workflow Tool Wins?
  5. [Marketing] GoLogin vs Octo vs Multilogin 2026: Which One Fits?

>cd /blog/marketing

Field Notes ls -la · 21 articles
A modern office setting with a large monitor displaying a detailed financial dashboard visualizing ROAS calculations adjusted for VAT, refunds, and cash-on-delivery returns, with charts and numeric data in a professional and analytical style.
[Marketing]

How to Calculate ROAS After VAT, Refunds and COD Returns

The ROAS formula with a worked SAR example, then how Gulf sellers adjust it for VAT, refunds, refused COD orders and dollar ad billing, and turn break-even into bid targets.

October 26, 2026read →
A media buyer at a desk with three monitors of campaign dashboards, with labels for pricing models, programmatic buying and a media buyer's day to day
[Marketing]

What Is Media Buying? How It Works in Performance Marketing

What media buying is, where performance media gets bought, how CPM, CPC and CPA pricing work, and the process a media buyer follows from tracking setup to kill rules.

October 24, 2026read →
A vertical smartphone screen showing a TikTok ad layout with a highlighted safe zone area and semi-transparent TikTok interface elements around the edges, emphasizing where text and CTAs should be placed safely.
[Marketing]

TikTok Safe Zone and Ad Specs: Where Text and CTAs Go

The TikTok safe zone, ad specs by format, how captions and add-ons shrink the safe area, and how to place text and CTAs so nothing important gets covered.

October 17, 2026read →
A close-up of a computer monitor displaying a digital marketing dashboard with CPM formula calculations, campaign cost, and impression metrics in a clean, professional office setting.
[Marketing]

CPM Formula: How to Calculate CPM (and Turn It into CPA)

How to calculate CPM, run the formula backward for budget and impressions, and turn a CPM into a projected CPA with CTR and conversion rate, plus how to read benchmarks without budgeting off them.

October 15, 2026read →
A focused digital marketer in a modern home office surrounded by multiple monitors displaying affiliate marketing dashboards, analytics graphs, and commission data, conveying strategy and professionalism
[Marketing]

Super Affiliate Marketing: What Top Partners Do Differently

What super affiliates do differently: high-ticket and recurring offers checked against vendor pages, traffic they own, paid traffic with kill rules, and clean compliance.

September 27, 2026read →
[Marketing]

Browse all Marketing

Every Marketing article, newest first.

5 of 21 shownbrowse →

>cd /blog/development

The Build Log ls -la · 4 articles
Close-up of a desktop web browser address bar displaying a URL with the GCLID parameter highlighted, set in a technical and precise environment with developer tools visible
[Development]

What Is GCLID? GBRAID, WBRAID and How to Capture Them

What Google documents about GCLID, GBRAID and WBRAID, a consent-aware capture script, Safari's storage limits, CRM fields and the 2026 changes to conversion uploads.

October 22, 2026read →
Close-up of a computer monitor displaying JSON code for a Meta Conversions API event payload, with hashed email and phone fields, set in a low-lit developer workspace conveying technical precision and security
[Development]

Meta Conversions API: Setup, Dedup and Event Match Quality

Set up the Meta Conversions API next to the Pixel: choose a setup route, send events from Node, deduplicate with event_id, hash Gulf phone numbers correctly and read Event Match Quality.

October 12, 2026read →
Orange starburst icon like Claude's logo on a floating glass panel in a dim office with translucent screens and steel desks
[Development]

Claude API Models Overview and Selection Guide for 2026

Which Claude API models to use as of September 2026: Opus 5.5 as the default start, Fable 5.1 for the hardest work, plus effort tuning, platforms and pitfalls.

July 8, 2026read →
Illustrated night desk with a green code terminal, a monitor showing the Cursor logo and a laptop with a W logo
[Development]

Claude Code vs Cursor vs Windsurf (Devin Desktop) 2026

How Claude Code, Cursor and Windsurf (now Devin Desktop) differ in 2026: where each runs, ownership, models and plan prices, and which fits your workflow.

June 15, 2026read →
[Development]

Browse all Development

Every Development article, newest first.

4 shownbrowse →

>cd /blog/automation

The Wiring ls -la · 7 articles
A sleek digital dashboard on a monitor screen displaying AI-driven paid media campaign reports, keyword research suggestions, and draft ad copy in a dimly lit marketing office environment
[Automation]

AI Marketing Agents: What to Hand Off in Paid Media

A media buyer's explainer on AI marketing agents: what they are, how they differ from chatbots and workflows, and which paid-media tasks to hand off, supervise or keep human.

October 29, 2026read →
A close-up of a high-resolution monitor displaying the Meta Ads MCP server dashboard with AI agent tools managing ad campaigns, set in a modern office environment with moody lighting
[Automation]

Meta Ads MCP Server: Connect an AI Agent to Your Ad Account

How to connect an AI agent to Meta's ads MCP server, what it can read and change in your ad account, and which controls Meta enforces before it touches live spend.

October 19, 2026read →
A cinematic digital dashboard displaying interconnected stages of an automated lead generation workflow with data nodes and tool icons in a modern office setting
[Automation]

Automated Lead Generation: How to Build the Workflow

A step-by-step 2026 workflow for automated lead generation: sourcing, enrichment, CRM import, scoring and routing, with checked tool prices and compliance rules.

September 23, 2026read →
A computer monitor displaying a digital folder labeled 'Claude Skills' with subfolders named 'scripts', 'references', and 'assets' visible, set in a modern office workspace with soft natural light.
[Automation]

Claude Skills Explained: How They Work and How to Build One

Explore how Claude skills turn a general AI into a workflow specialist, enabling repeatable tasks and consistent outputs across teams and tools.

August 2, 2026read →
n8n vs Make: Complex Marketing Workflows Compared (2026)
[Automation]

n8n vs Make: Complex Marketing Workflows Compared (2026)

Compare n8n and Make for complex marketing workflows in 2026. Get clear insights on pricing, AI features, integrations, and best team fit.

June 27, 2026read →
[Automation]

Browse all Automation

Every Automation article, newest first.

5 of 7 shownbrowse →

>ls -t /blog

All articles newest first · 32 articles · page 1 / 3
  1. [Automation] AI Marketing Agents: What to Hand Off in Paid Media
  2. [Marketing] How to Calculate ROAS After VAT, Refunds and COD Returns
  3. [Marketing] What Is Media Buying? How It Works in Performance Marketing
  4. [Development] What Is GCLID? GBRAID, WBRAID and How to Capture Them
  5. [Automation] Meta Ads MCP Server: Connect an AI Agent to Your Ad Account
  6. [Marketing] TikTok Safe Zone and Ad Specs: Where Text and CTAs Go
  7. [Marketing] CPM Formula: How to Calculate CPM (and Turn It into CPA)
  8. [Development] Meta Conversions API: Setup, Dedup and Event Match Quality
  9. [Marketing] Super Affiliate Marketing: What Top Partners Do Differently
  10. [Marketing] Free Affiliate Tracking Software: What Free Plans Include
  11. [Marketing] Affiliate Marketing Scams: Warning Signs Before You Join
  12. [Automation] Automated Lead Generation: How to Build the Workflow