Why I Never Read the First Plan from Claude Code
The first plan from Claude Code is always flawed — invented functions, missed edge cases. How I use the /replan plugin to get a plan I can actually trust.
7 min read
Blog
Practical insights on AI transformation, case studies, and lessons from working with teams and developers.
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Start here
Pick a path based on your interest
Cognitive Debt — The Hidden Price of AI Speed
AI tools let teams ship 40% faster, but 'cognitive debt' means velocity without understanding. Here's why cutting junior hires backfires.
8 min read
Upskill or Hire? The €200K Question Every CTO Faces in 2026
83% of talent leaders say upskilling matters more than hiring. Yet organizations are 3.1x more likely to hire AI talent than retrain. Meanwhile, 52% can't find the specialists they need. Here's the math.
7 min read
Skills vs. Agents: When You Need a Recipe and When You Need a Chef
Structured prompts or autonomous AI agents? A practical guide across the spectrum from simple prompt to multi-agent system — with real business examples.
9 min read
Free Claude Code cheat sheet
Commands, prompts, plugins and workflows from €3,000/day workshops. Download free.
Get the cheat sheet →AI Agents Are Not Ready for Your Business (And That's OK)
Agentic AI is the 2026 buzzword, but reality is sobering. Where agents actually work, where they don't, and how to decide whether to experiment or wait.
5 min read
Vibe Coding Is Eating Your Codebase: The Technical Debt Time Bomb
AI-generated code has 1.7x more major issues than human-written code. Over 40% of junior developers deploy AI code they don't fully understand. The difference between vibe coding and disciplined AI-assisted development — and what inaction is costing you.
9 min read
Your Team Generates Code Nobody Reads: The Problem Called Workslop
58% of workers spend 3+ hours/week fixing AI output. 24.7% of AI-generated code has security flaws. How to spot workslop and what to do about it.
6 min read
/loop — How I Turned Claude Code Into an Autonomous Agent
One terminal command turns an AI assistant into an agent that plans, implements, and cleans up. A detailed walkthrough of my /improve-gitlab setup.
10 min read
How to Prepare for an AI Workshop (And Get the Most Out of It)
Practical checklist for teams before an AI workshop. What to install, what to prepare, what to expect.
7 min read
7 Metrics: How to Measure Whether AI Training Paid Off
The workshop's over, the team is excited. But how do you know it actually worked? 7 concrete metrics that tell the truth — with a before/after template.
7 min read
€3,500 for a workshop? Here's what a day WITHOUT AI actually costs you
A senior developer costs your company €400–500/day. A team of five? €2,000–2,500. If AI saves just 50% of their time, every day without it burns over €1,000. We did the math.
7 min read
Why 90% of AI trainings end up changing nothing
A lecture, a few aha moments, back to work. A week later? Nothing. Why typical AI trainings fail and what actually works.
3 min read
Your team isn't using AI — and it's your fault
Security restrictions, slow approvals, Copilot as an alibi — the organizational barriers blocking AI adoption. As a CTO, you decide whether your team grows or watches the competition pull ahead. 5 concrete steps.
5 min read
How I built a native macOS app from my phone in one afternoon
DropShot is a menu bar utility for developers. Built in an afternoon from a phone with Claude Code — research, plan, Swift code, CI pipeline. Another 2 hours at the computer for polish.
5 min read
5 Tools I Built for Claude Code – And Why I Use Them Every Day
When AI doesn't work out of the box, you build your own tools. Garbage collector, Telegram notifications, documentation optimizer, remote server setup, and DropShot.
5 min read
The fear holding your team back from AI adoption
Developers aren't afraid AI will be bad — they're afraid it'll be good. Three psychological barriers that explain why your team isn't using AI, even when they have access to every tool.
3 min read
How I built an invoicing system with double-entry bookkeeping in 3 days
Invoicing in 1 day, double-entry accounting in 2 more days. AI generated a specification against legislation – 3,430 lines, 142 sources. The system was built overnight.
4 min read
A 7-week project in 1.5 hours: The full story
A project planned for one developer for 7 weeks. Result: 1.5 hours of my work + Claude Code running autonomously. A functional web application.
3 min read
The AI Pilot Trap: Why 77% of Enterprise Projects Never Reach Production
More than three-quarters of AI pilots never make it to production. Here's why — and how to beat the odds.
7 min read
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Capacity: max 4 teams per month (each workshop = 1–2 days on-site with you).