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If you've come from web development, you have muscle memory for testing. Spin up Jest, mock the database, hit the route, assert. Or use Playwright to drive a headless browser through a flow. CI runs the suite on every PR. You know the loop. Then you open a Godot project. The web testing...

How to move beyond single-prompt chatbots and create AI workflows that plan, collaborate, and get things done — with working code you can run today. Your chatbot just forgot what you asked it thirty seconds ago. You're three prompts deep into what should be a simple task — "research these...

Recently, I came across a very interesting JavaScript DOCX editor while searching for alternatives to replace OnlyOffice in one of our projects. Previously, our company was using OnlyOffice for document editing, but due to licensing and implementation considerations, we needed to move to a...

For years, blockchain was mostly discussed through the lens of price speculation, token launches, market cycles, and crypto trading. That narrative is still alive, but it no longer tells the full story. Behind the market noise, blockchain development has slowly matured into a serious...

For academic researchers, the most tedious phase of a systematic review is often the screening stage—manually sifting through thousands of titles and abstracts to find the handful of relevant studies. This process is not just time-consuming; it’s mentally exhausting and prone to human error...

The collaboration is focused on strengthening validation and testing of 5G IoT-NTN and NR-NTN technologies as the market moves from specification work toward real-world implementation. By bringing together Gatehouse Satcom’s deep 5G NTN software expertise and Rohde & Schwarz's advanced test and...

В будапештском Университете Земмельвейса несколько египетских мумий, пролежавших десятилетия в музейных коллекциях, пропустили через томограф с фотон-считающим детектором. Это аппарат нового поколения, который обычно используется для обследования живых пациентов. Результаты уже опрокинули часть...

Ожирение в молодости может оказаться опаснее, чем набор веса после 40 — к такому выводу пришли учёные из Швеции. В масштабном исследовании с участием более 600 000 человек они выяснили: те, кто впервые столкнулся с ожирением в возрасте от 17 до 29 лет, на 70% чаще умирали от любых причин по...

Мы привыкли думать о семенах как о пассивных объектах, которые просто ждут воды и тепла. Но инженеры Массачусетского технологического института (MIT) выяснили, что семена, похоже, умеют «слушать» и реагируют на то, что слышат. Учёные уже давно изучают, как растения могут видеть и слышать без...

Hello there! I've been building a small personal AI agent called nevinho. It lives in my Discord DMs and helps me with everyday stuff. Bash commands, web searches, code questions, the usual. After using it for a while, the friction became obvious. Typing into Discord on my phone while walking...

The other day I told my boss I was going to get another Google Certification in AI: I thought this made me sound really smart, proactive and a forward thinker. To my surprise his response was: He was right, and it stung a little, because I'd been studying AI more than I'd been shipping with...

If you’re googling best python course 2026, you’re not alone—and the timing makes sense. Python is still the default language for automation, data work, and backend glue, but course quality varies wildly. In 2026, the “best” course isn’t the one with the longest syllabus; it’s the one that gets...

The French e-Invoicing Mandate: A Developer Perspective France is implementing one of the most ambitious B2B e-invoicing mandates in Europe. By September 2026, all businesses registered for VAT in France will be required to both receive electronic invoices and progressively transmit them...

Moving past YAML templates to failure handling, security, and real tradeoffs Before we start This is a follow-up to Infrastructure as Code with AWS CloudFormation: From Fundamentals to Production Patterns. That article covered templates, stacks, nested stacks, CI/CD, and production best...

Ghostbusters were released in 1984, the first Back to the Future movie and Microsoft Windows - in 1985; and 1986 has brought us The Legend of Zelda and Castlevania. It was a different era, the one I too experienced only by watching the movies and playing games. You might be wondering what do...

В ночь на 26 апреля 1986 года на Чернобыльской АЭС произошла крупнейшая ядерная катастрофа в истории. Два паровых взрыва разрушили четвертый энергоблок, выбросив радиоактивные вещества высоко в атмосферу. Облако накрыло огромные территории Европы, но остальной мир узнал о произошедшем лишь...

Кошки иногда трясут головой так резко, будто их на секунду подменили. И это одна из самых странных привычек наших любимцев. Собаки делают то же самое, и добавляют сверху фирменное отряхивание всем телом, от которого страдают стены ванной. Ученые давно изучают этот рефлекс, и объяснение оказалось...

TLDR - I want to steal your Git workflows for agents. I talk about some of my config and setup recently, but I'm still not fully happy with where I'm at. My setup was treating "AI Agent" and "Me" at the same level of trust. Local tools can push code, create PRs, and act as me on GitHub with...

Picture the IoT telemetry team that spends weeks moving multi-TB workloads from MongoDB to ClickHouse, watches a Grafana dashboard drop from 14 seconds to under 200 ms on an hourly aggregate, and confirms the migration was the right call. (Numbers illustrative; the shape of the win is the common...

What happens when a single cell in a cellular automaton refuses to change? In elementary cellular automata (ECAs), every cell updates each generation based on its neighbors and a deterministic rule. Patterns emerge, spread, and evolve across the grid in beautiful, often chaotic ways. But...