Recent Articles

Yassen Mainardi Enters the MyZubster Universe The MyZubster universe continues to grow. Today we introduce Yassen Mainardi, a new character connected to the evolving world of MyZubster — where real-world participation, digital identity, environment...

Have you ever needed to quickly compress an official invoice, sign a PDF contract, or format a photo online, but hesitated before clicking "Upload"? I kept running into this exact dilemma. Almost every popular online PDF or image converter forces y...

Most of us here already reach for Compose the moment a project grows past a single process, and agent work hits that point faster than almost anything else. What follows is the shape that keeps showing up once an agent stops being a script and starts...

An agent's instruction to stay discreet loses attention within eight conversational turns. When a boundary matters, enforce it at the highest feasible tier, and never let the instruction layer be the only thing holding it. In 2024, a research team...

A brilliant investigation and a perfunctory one converge on the same three weak fixes. The analysis explains the last failure. Only the tracker, and the engineering it forces, gets a vote on the next one. In 2017, a team of patient-safety research...

A signal has three states and most code stores two. When “cannot measure” is written with the same value as “fine,” the alarm branch becomes unreachable in exactly the situation the alarm exists for. On 7 December 2021, the operations teams inside...

There is a statistic from Gartner that every data team knows and most prefer to ignore: 87% of Machine Learning and AI projects never make it to production. They remain trapped in "prototype limbo": a Jupyter notebook on a data scientist's laptop boa...

The Remote SEO Consultant newsletter is my independent email list for people who'd rather get a direct, no-spam tech newsletter than rely on a platform feed. Already 1,200+ subscribers, zero sales pitches, sent from Emails are not allowed, with an un...

Building an online marketplace sounds straightforward until the product you are selling is something as subjective and visual as art. A typical e-commerce store can organize products by price, specifications, brand, and category. An art marketplace ...

What is the N+1 Query Problem? The N+1 query problem is a common database performance bottleneck where an application makes far too many separate requests to a database to fetch related pieces of information. Instead of querying the database once t...

Most of us here ship code that has to behave the same on someone else's machine, and we lean on containers and lockfiles to get there. Scientific code has the same problem with a nastier failure mode, because when it breaks nothing crashes, the progr...

Data fetching in modern React apps often forces a trade-off: either you build complex caching infrastructure, or you accept awkward layout shifts, loading spinners, and sluggish transitions. SWR Stale-While-Revalidate changed the game for in-memory f...

MyZubster Dev Update — Monero Node Infrastructure Expanded 🚀 Today we completed an important infrastructure upgrade for MyZubster. While synchronizing our Monero node, the VPS reached its storage limit. The root filesystem was effectively full: ~7...

Ask Amy Chang, Head of AI Threat Intelligence & Security Research at Cisco, what a model's country-of-origin label actually tells you, and her answer cuts against how most procurement conversations still work. "Country of origin classifiers" aren't s...

A lot of the browser game questions that land on here come down to physics behaving one way on the dev machine and another way on someone else's, and the engine is almost never the reason. This is the version of the explanation I wish someone had giv...

Earlier this year, Anthropic gave Apple, Microsoft, Google, Amazon and a handful of other companies access to an AI agent called Mythos and turned it loose on their code. Project Glasswing, as the initiative became known, found bugs that had survived...

Or: How I Learned to Stop Worrying and Love the Dot-Notation The Setup: Two Nodes, One Mystery Picture this: you've just spun up a Kubernetes cluster on your laptop. You've got two nodes talking to each other: NAME STATUS ROLES ...

This comparison comes up constantly with clients deciding how to build a new site, and the honest answer is neither option is universally better. Each one wins depending on what you actually need. Here is a real breakdown, not a framework sales pitch...

CrUX field numbers in a client report carry two dates most teams never write on the slide: when Google published the aggregate, and which 28 days of Chrome sessions sit inside it. PageSpeed Insights, the CrUX API, CrUX Vis, Search Console, and BigQue...