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@flashlabs

Marek Skopowski

@flashlabs·Joined February 2024

Keep It Simple, Stupid!

About

Software Engineer x Data Engineer - I make the world a better place to live with software that enables data-driven decision-making

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Marek Skopowski's blogs

Keep It Simple, Stupid!blog.skopow.ski29 posts

About

Software Engineer x Data Engineer - I make the world a better place to live with software that enables data-driven decision-making

Available for

Nothing here yet.

Marek Skopowski's blogs

Keep It Simple, Stupid!blog.skopow.ski29 posts

Articles Comments

Recently published

MSMarek Skopowskiinblog.skopow.ski·Jun 27 · 6 min read

MCP vs ACP: Clarifying the Protocol Layer in the Agentic Era

The rapid evolution of the AI developer space has shifted our focus from single-turn propmpts to autonomous, multi-agent workflows. Building a system that scans code, writes a PR, runs tests, and depl

MSMarek Skopowskiinblog.skopow.ski·May 2 · 7 min read

A Good Agent Skill Is a Contract, Not a Prompt

When people start using AI coding agents seriously, they usually make the same mistake: every time the agent does something wrong, they add another instruction. One more rule, one more exception, one

MSMarek Skopowskiinblog.skopow.ski·Apr 11 · 6 min read

Stop Writing Bigger Prompts. Start Designing Agent Skills.

When an AI coding agent does something wrong, the natural reaction is to add more instructions. Another rule. Another example. Another edge case paragraph. The prompt grows from a few hundred tokens t

MSMarek Skopowskiinblog.skopow.ski·Mar 8 · 4 min read

Small Pull Requests Win Every Time

One of the simplest engineering habits that dramatically improves team productivity is to Keep the pull requests small. It sounds obvious. Yet in many teams, pull (merge) requests regularly contain

MSMarek Skopowskiinblog.skopow.ski·Feb 8 · 3 min read

Allocation Rate in Go and Java

Garbage Collection discussions often drift into theory: algorithms, generations, colors, phases. In practise , most real GC problems come from one simple thing: Allocation rate is too high Today we’re going to discuss how high allocation rate affec...