Szymon Pacholski — AI Engineer

I show how I work with AI agents on real software projects.

I'm Szymon, an AI Engineer. I write about AI SDLC from practice: domain context, specs, tests and review when working with AI agents. What works, what doesn't, and what I don't know yet.

Where the Time Goes After the Agent Writes the Code

AI/LLMSoftware EngineeringProductivity

Published: 2026-11-07

With a coding agent a new endpoint takes a few minutes, and then the change can wait a week for a decision. Where that time goes and what could shorten it.

Superpowers Is a Template: How Agent Skills Change Between a Monolith, a Monorepo and Microservices

AI/LLMAI AgentsArchitecture

Published: 2026-10-31

Superpowers gives you a solid workflow. The decisions inside it depend on your project — here is how agent skills differ in a monolith, a monorepo and microservices.

Keep CLAUDE.md Small: Where Your AI Agent Should Find Domain Knowledge

AI/LLMClaude CodeArchitecture

Published: 2026-10-24

An AI agent can read a lot of business logic from code, but not the physics of your client's machine. Keep that knowledge in per-module domain files and keep CLAUDE.md for rules the whole project needs.