Articles

Practical insights from development, automation and technology decisions.

6 min read

How to Work with AI Effectively: 7 Habits from 150 Real Sessions

I had Claude analyze 150 of my own sessions across 41 projects to find what actually works. 7 habits for beginners: raw errors, examples over explanations, a plan before code, and rules instead of repeated corrections.

AI Tools Productivity Guide
7 min read

Claude Can Now Control Your Computer: What It Means for Work Automation

Claude now opens apps, navigates browsers, and fills spreadsheets directly on your computer. Send a task from your phone, come back to a finished report. Practical scenarios, new possibilities, and what to watch out for.

AI Tools Computer Use Automation Productivity
7 min read Part 2

Trading Bot in Practice: Overfitting, Risk Management, and What Backtests Don't Tell You

Overfitting, why backtests always lie, risk management, kill switches, tools and platforms, and how to monitor a live trading bot. Part 2 of a practical guide.

Algorithmic Trading Risk Management Trading Bot
8 min read

Claude Cowork Dispatch: Send Tasks From Your Phone, Come Back to Finished Work

A new Claude Desktop feature: send AI tasks from your phone, Claude processes them on your computer. Comparison with OpenClaw, why you don't need a Mac Mini, and step-by-step guide.

AI Tools Claude Cowork Productivity
6 min read Part 1

Trading Strategy Automation: What You Need to Know Before Letting a Bot Trade for You

Discretionary vs. automated trading, translating intuition into code, 5 phases of automation, and the hybrid approach. A practical guide from a trading bot developer.

Algorithmic Trading Automation Trading Bot
7 min read

AI Saved Me Time and Gave Me Back Flow

As a CTO, I went from 5–6 hours of coding to being able to do 8+ with AI tools. They took over documentation, repetitive code and debugging, and gave me back my flow.

AI Tools Productivity Developer Experience
9 min read

Claude Cowork: The AI Assistant That Prepares My Morning Briefing

How Claude Cowork automatically scans my email, calendar, and monitoring to prepare a structured daily overview. Step-by-step guide + ready-to-copy prompt.

AI Tools Automation Productivity
7 min read Part 2

E-commerce Automation: Tools, Costs, and How to Start

Plugin, Make/n8n or custom solution? How much automation costs, how long implementation takes, a model ROI calculation and when it doesn't pay off.

Automation E-commerce Costs
8 min read

Lovable vs. Claude Code: Why I Rewrote a React Site to Plain HTML

Lovable generated 90+ files and 67 dependencies for a simple landing page. Claude Code rewrote the whole thing into 4 files scoring 100/100/100/100 in Google PageSpeed Insights.

Performance AI Tools Case Study
7 min read Part 1

E-commerce Automation: What Doesn't Need a Human

Invoicing, stock management, shipping labels, inventory sync, payment matching, feeds and emails – a practical overview of everything that can run on its own.

Automation E-commerce WooCommerce