Your Free Tier Has a Concurrency Knee. Go Find It.
The free endpoint didn't fail me with a wrong answer. It failed me with a right answer, eleven seconds late, and that is a much harder bug to notice…
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Engineering Resilient Systems for a Magnitude 5.7 Earthquake in Pakistan
Observed 2026‑10‑17 – USGS event page The sudden release of strain that generated a 5.7‑magnitude event in Pakistan highlights the need for engineer…
Pricing page vs terms: six mismatches I keep finding on launch day
Originally published on shipclarity.app . For the last month I've been reading the pricing pages of freshly launched products the way a person about…
Startup‑time regression after enabling Hermes in a React‑Native app
The situation Say you are a lead mobile engineer on a two‑month sprint for a consumer‑facing React‑Native app (React‑Native 0.73). The product team…
Five Models Agreed and Were Still Wrong: A QA Playbook for AI-Translated i18n Files
You added forty new strings, ran your AI translation step, and every locale file came back green. Then a Spanish-speaking user asked why your startu…
Probe the Free Tier Before You Teach With It: A Bootcamp Lab in Three Checkpoints
If your bootcamp lab leans on a free tier nobody has measured, you are not grading skill. You are grading luck. That is the whole thesis of this lab…
Your Escalation Ladder Belongs in a Table, Not in Prose
Your escalation ladder should be a decision table that a test suite can replay, not four paragraphs a tired engineer has to interpret at 03:00. That…
РТК-ЦОД подтвердил готовность «Облака КИИ» к размещению информационных систем первого класса защищенности
РТК-ЦОД, ИТ-сервис-провайдер полного цикла, сообщил об успешной аттестации инфраструктуры «Облака КИИ» по требованиям...
Почему пользователи продолжают собирать отчёты вручную после внедрения BI
В одном из проектов управленческая отчётность собиралась из нескольких внутренних систем. Были учебные данные, финансовые показатели, задолженности,…
Почему дефолтный Feature Importance в бустинге врёт
Недавно для я озадачился проектом — создать автономного ML‑агента для табличных данных. На этапе отбора признаков логика Feature…
Один профессор, один калькулятор и 475 миллионов долларов, которые Intel пришлось списать
Осенью 1994 года тысячи владельцев новых компьютеров открывали калькулятор Windows, делили 4195835 на 3145727, умножали результат обратно и вместо н…
«Ты сеньор» и «думай пошагово»: проверил шесть приёмов на 30 задачах по Python
Под прошлой статьёй предложили не спрашивать модель, уверена ли она, а отдельным запросом просить перепроверить и исправить код. Я проверил одну фор…
Retention AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built RetentionAI is an executive-grade subscription…
What's happening to CSS-Tricks, State of Devs 2026, announcing State of HTML 2026, and more | Front End News #116
NOTE: This is issue #116 of my newsletter, which was published on Monday, October 5. You might find this information valuable and exciting, and you…
Building a UWB Distance Monitoring and Alert System with Arduino
Measuring the distance between two points wirelessly can be useful in proximity detection, object monitoring, and embedded automation projects. Whil…
I gave AI agents a harm budget instead of trust and ran 19 experiments
I run Xonta, a small marketplace where developers list AI agents with a description and a price. Pretty soon people looking at the listings started…
А вы точно тестируете то что ожидаете?
Если ты всегда стараешься придерживаться процесса тестирования: "получил задачу -> написал тест-кейсы -> протестировал" и на выходе часто полу…
Supabase RLS breaking change (Oct 30, 2026): 5-minute check to avoid 42501 errors
Oct 30, 2026, Supabase is enforcing a breaking change for RLS grants in the public schema. Existing tables are unaffected; new tables created after…
MarginPulse AI: An Open-Weight CFO That Prices Side-Hustle Gigs with TabPFN-3.5 & Gemma 4
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle 1. What I Built: Solving Side-Hustle Pricing Blindness A fre…
ScopeShield: The Open-Source Scope Creep Detector for Freelancers**
*This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle* What I Built Freelancers and boutique digital agencies ble…
MedPort: a private medical portfolio that reads your lab reports on your own laptop
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Every time someone in my family sees a new doct…
SkinSense: Building a Skincare Side Hustle with Open AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built I built SkinSense , a personalized skincare c…
MAX: A Local-First Productivity App Powered by Gemma 2 2B
"Meet MAX, a desktop productivity companion combining tasks, goals, habits, focus, and evidence-grounded AI coaching with local Gemma 2 2B inference…
ItemPilot: Turning Product Photos into Buyer-Focused eBay Listings with Local AI 🚀
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built ItemPilot , a local AI-powered eBay Lis…
Community Copilot: An AI-Powered Discord Assistant for Developer Communities
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built Developer communities on Discord are full of…
Выбираем лучшую видеокарту на октябрь 2026 года
В наборе тестовых игр изменений нет. В наборе видеокарт имеется обновление: у нас появились результаты тестирования Nvidia GeForce RTX 5090D v2 и Li…
Как меня сократили из крупной IT-компании и через 3 месяца я стал зарабатывать больше, чем на прошлой работе
Весной 2026 года я потерял работу. Трудился в одной из крупнейших IT-компаний России на позиции Senior QA Automation Engineer. Но в один прекрасный…
RedactProof & Review: Zero-Cloud Contract Auditing for Freelancers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built RedactProof & Review is an offline, privacy…
A Better Workflow for AI-Assisted Coding: Lessons from Matt Pocock
I recently watched Matt Pocock's workshop, Full Walkthrough: Workflow for AI Coding . The main takeaway: Good AI-assisted coding is not about writin…
Raw HTML vs Rendered: A Quick Check of What Crawlers Actually Read on Your Homepage
Owners often ask why a search engine or an AI assistant describes their business strangely, or not at all. One common, boring cause: the words on th…