marcin@kucharski.ai

Geek with ADHD.
Too old for late nights.
Too young for 5 AM club.

A geek with ADHD who'd love to work with AI until 2 AM — but is too old for that. So I build during reasonable hours and write about what I discover.

20+ years in tech. I wrote code, co-founded a company, ran engineering teams. Then AI showed up and I couldn't stop tinkering. Now I build multi-agent systems and help orgs get past the AI demo stage. I write about what I learn.

// Engineering Leadership // AI Adoption // Multi-Agent Systems // Team Building // Certified Coach // Python & n8n // AI Governance // ADHD in Tech // Kraków PL // Engineering Leadership // AI Adoption // Multi-Agent Systems // Team Building // Certified Coach // Python & n8n // AI Governance // ADHD in Tech // Kraków PL
Writing
Latest
Feb 2026
AI Weekly #7: When Investment Velocity Meets Governance Collapse
AI spending is accelerating. Governance isn't keeping up.
ai-weekly ai-adoption
Feb 2026
Doomprompting: How I Traded One Addiction for Another
When productivity tools become productivity traps.
personal ai-adoption
Jan 2026
AI Security: SQL Injection has a fix. Prompt Injection doesn't.
SQL Injection got a fix 20 years ago. Prompt Injection might never get one.
ai-security
Jan 2026
AI Weekly #6: 85% Customize Agents, 25% Ship Them
85% customize their agents. Only 25% actually ship them.
ai-weekly ai-adoption
Jan 2026
AI Weekly #5: $10B Infrastructure vs 95% ROI Failure
$10 billion in AI infra, 95% ROI failure. The numbers are wild.
ai-weekly ai-adoption
Jan 2026
Is your AI Backup Plan just a different logo on the same server?
Vendor lock-in with a new coat of paint.
ai-strategy
Dec 2025
AI Weekly #4: Your 2026 AI Roadmap Just Hit a Physical Wall
When your AI ambitions run into physical infrastructure limits.
ai-weekly ai-strategy
Dec 2025
Pause > Cancel - Stop making it easy for customers to get a divorce
What subscription patterns are really saying.
product
Dec 2025
AI Weekly #3: The Week AI Got Standards
AI got its first real standards this week. What that means in practice.
ai-weekly ai-strategy
Dec 2025
AI Weekly #2: 88% Deployed, Only 6% Ready
The AI adoption paradox: almost everyone deployed, almost nobody is ready.
ai-weekly ai-adoption
Dec 2025
AI Weekly #1: The Multi-Provider AI Era Just Started
Betting everything on one AI provider is getting risky. Most CTOs aren't ready.
ai-weekly ai-strategy
Dec 2025
In September 2025, Chinese hackers used Claude AI to break into 30 companies.
They used Claude to automate the break-ins. 30 companies in one run.
ai-security
Dec 2025
Your team is using ChatGPT right now. Do you know about it?
Shadow AI is the new shadow IT. Have you given them a safe way to do it?
ai-adoption engineering-leadership
Nov 2025
42% of companies abandoned their AI projects this year. The problem isn't the technology.
Most AI projects fail after the demo. Here is why.
ai-adoption
Nov 2025
How many times have you heard that you're smart but lazy?
About ADHD, about labels, and what happens when you stop believing them.
personal
Nov 2025
Two years ago, building a production chatbot meant months of work.
Two years ago this took months. Now it takes a weekend. What happened.
developer-experience
Nov 2025
Two days. That's how long email system wasn't working.
An outage that revealed what we depend on.
product
Oct 2025
The longer I work with AI, the more convinced I am...
The tool is the easy part. Knowing what to ask is the hard part.
developer-experience
Oct 2025
1200-hour project. Delivered in one week by AI. The team refused to accept it.
164K people read this one. Turns out, the team refused to accept what AI built.
engineering-leadership developer-experience
Oct 2025
Your engineering team delivered flawlessly. The C-suite still questions your impact.
You shipped everything on time. The C-suite still doesn't get what you do.
engineering-leadership
Sep 2025
We talk about ownership as if it were a gift.
But for some teams, it's a burden without the authority to change things.
engineering-leadership
Now
// last updated: march 2026

Managing people and accounts at NFQ Technologies

Building a personal AI assistant system — multi-agent orchestration with Claude, Gemini, and Codex

Building an AI-powered productivity tool — email/Slack ingestion, LLM classification pipeline, real-time notification triage, task management, macOS + iOS app (Python + FastAPI + Swift + SQLite + SSE)

Building Bankomator — a consumer app for finding fee-free ATMs with bank-specific filters, BLIK limits, and crowdsourced outage status (React Native + Expo + Supabase + PostGIS)

Writing about AI adoption and engineering leadership

Say hi

Building with AI? Figuring out what's real and what's theatre?

I've been in both situations. Happy to compare notes.

→ Get in touch → LinkedIn