Posts by Jakub Narebski
@Jakub Narebski
Jakub Narebski
I’m a generalist programmer who enjoys working across different domains and so...
Comments by Jakub Narebski
Posted in AI group
freqtrade-mcp: Ask Claude to Check Your Trades
I run a Freqtrade bot. Like most people who run trading bots, I tell myself I'm "not constantly checking it" — and then check it constantly.
The ritual: open browser, log into FreqUI, click through ta...
Rendering is the backbone of how the modern web works. Every webpage — whether a static blog, a dynamic dashboard, or an e-commerce product page—ultimately has one job: convert code into pixels the user can see and interact with. Yet despite being su...
I’ve been producing bad code for the past year. Not because I forgot how to code—because I’ve been trying to delegate everything to AI.
New research shows experienced developers are 19% slower with AI—but feel 20% faster. That’s...
Are You Really Safe Online, or Just Lucky? You check emails, scroll through social media, shop online, and maybe even do your banking all in a single day. But here’s the uncomfortable question: how safe are you really online?
Most people think, “It ...
The service isn't in a church. It's at my desk, at 2 a.m., in the glow of a single monitor. The only sound is the clack of mechanical switches.
Today, I turn 30. For 18 of those years — two-thirds of my life — I have been a coder.
The grief didn't ...
Why UltrafastSecp256k1?
> A detailed look at what sets this library apart — not just in speed, but in engineering discipline, audit culture, and verified correctness.
1. Audit-First Engineering Culture
Most high-performance cryptographic librari...
Stop the memory rot
> TL;DR: You can keep your AI sharp by forcing it to summarize and prune what it remembers a.k.a. compacting.
Common Mistake ❌
You keep a single, long conversation open for hours.
You feed the AI with every error log and ever...
CSS naming hasn't evolved.
Everything else in development has — JavaScript, Python, APIs — but CSS is still stuck in:
background-color: #111;
border-radius: 8px;
Hyphens. Everywhere.
Meanwhile, the rest of your stack uses:
camelCase JavaScript
...
The Anatomy of the LiteLLM Supply Chain Attack: A Catastrophic Compromise in the AI Ecosystem via "Vibe Coding"
The Keys to the AI Kingdom
On March 24, 2026, the artificial intelligence developer ecosystem experienced an unprecedented software sup...
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