Did it check, or did it guess? Testing a tool whose output is written by an LLM
My first AI tool was ready, and in typical AI-era fashion, I rushed to publish it. After all, it worked. Or at least when I ran it, the output looked …
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
docker
javascript
kubernetes
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
testing
tutorial
typescript
webdev
73,049 dates through a numerology rule: mostly mod 9, and 33's rarity depends on when you reduce
The usual headline is that 33 is the rarest Life Path, about half a percent. Half a percent of what, reduced in which order? Change the order, to anot…
Drizzle's `with` is not a JOIN: peeking at the SQL it actually generates
This is a translation of my original article in Japanese: Qiita I run the backends of two side projects on Drizzle + Cloudflare D1, and I realized I h…
IBM watsonx Code Assistant Alternatives in 2026: What Replaced It and What to Choose
Last updated: July 2026 By Axel Misson. IBM watsonx Code Assistant has become part of IBM Bob, IBM's enterprise AI coding agent: the old product page …
Иностранная бизнес‑карта для российской компании в 2026 году: какие варианты еще работают
Оплатить ChatGPT, купить подписку на Figma, пополнить рекламный кабинет Google Ads, оплатить AWS или GitHub. Кажется, что в 2026 в…
Automating Weekly Product Research With Claude and MCP
Automating Weekly Product Research With Claude and MCP Every Monday you open 4 tools, run the same queries, compile the same spreadsheet. You have bee…
Новое облако для умных устройств Яндекса: IoT без хаба, без лишних соединений и без надежды на хороший Wi‑Fi
Убрать обязательный хаб из умного дома — звучит как продуктовое решение. На практике в этой формулировке спрятано много непри…
Build a Content Scheduler for Social Media
Build a Content Scheduler for Social Media tags: python, socialmedia, automation, marketing tags: python, socialmedia, automation, marketing tags: pyt…
Data Contracts: Ending the "Someone Changed a Field Upstream" Outage
Every data team has lived this outage. A dashboard breaks — or worse, doesn't break, and just starts showing subtly wrong numbers. Days later you trac…
Чат на сайте стоит дороже, чем кажется: как я замерил его цену и переписал виджет под результат
Полгода назад я закрывал технический долг по производительности на клиентском проекте. Обычная история: интернет‑магазин, мобильный Performa…
Security, platform engineering и данные: Продуктовая аллея DevOpsConf`26. Часть 2
В первой части мы остановились на том, что Продуктовая аллея DevOpsConf 2026 показала рынок как поиск более зрелых эксплуатационных моделей. AppSec, o…
Единый стандарт для гибридных ландшафтов: Deckhouse Kubernetes Platform стала основой нового сервиса в облаке RCloud by 3data
ИТ-компании RCloud и «Флант» объявляют о технологическом партнерстве. В рамках сотрудничества в портфеле облачных...
AWS Launches Amazon GuardDuty Investigation Agent to Automate Threat Triage
AWS released a public preview of the GuardDuty investigation agent, which correlates findings, 90-day activity logs, and resource topologies into stru…
Uber’s Zero Growth Stack: Scaling Services, While Optimising Infrastructure and AI Cost
Uber's "Zero Growth Stack" focuses on scalable infrastructure that separates capacity growth from business demand, reducing hardware needs while enhan…
Bifrost AI Gateway Would Have Saved My App
I was showing ChefExtract to some friends when it started returning error 404 for specific operations linked to AI. After some embarrassment, I went h…
React Performance Optimization Techniques That Actually Work
Performance optimization in React is often surrounded by myths. Developers routinely wrap every single component in React.memo , wrap every function i…
Procedure for Modifying a SquashFS-Based Live Linux System
A Live Linux system such as SystemRescue generally has the following structure: ISO9660 ├── EFI/, boot/, syslinux/, grub/ ← Bootloader ├── vmlinuz ← K…
Solon Cloud: The Distributed Toolkit That Doesn't Lock You In
When I first looked at Solon Cloud, I expected another opinionated microservice framework—the kind that tells you exactly which registry, which config…
Building a Browser-Based Voxel Editor with React Three Fiber
I have been building VoxelDraft , a voxel editor that runs entirely in the browser without an account or installation. The editor supports block paint…
Building a Modern CRM Dashboard with React, Tailwind CSS, and Recharts
Building a modern Customer Relationship Management (CRM) platform requires more than just displaying raw database records. Users expect interactive an…
Monitor Your Server Health with Python and Telegram
Monitor Your Server Health with Python and Telegram tags: python, devops, monitoring, telegram Server Health Monitoring Made Easy with Python and Tele…
Stop Testing New AI Models in Production
A new AI model appears. The benchmark looks strong. The context window is larger. The price is attractive. So someone changes one configuration value …
There was no EU GitHub for private code. So I built one.
A few months ago I went looking for a home for my private code with three simple requirements: hosted (I want to push code, not babysit a server), str…
🚀 From Transformers to AI Agents: The Complete Engineering Guide to Modern AI Architecture (LLMs, RAG, Vector Databases & Agentic Systems)
Most people think ChatGPT is "the AI." In reality, ChatGPT is just one layer of a much larger engineering stack. Modern AI applications aren't powered…
Yelp and OpenAI Data Licensing Deal Could Reshape AI-Powered Local Discovery
Yelp has confirmed a data licensing agreement with OpenAI, extending Yelp's local content into OpenAI's AI ecosystem. The deal is significant because …
[Dev Log][Node.js] Feedly Classic is gone, so I built my own FeedFlow (Part 1)
Introduction: Since Feedly's redesign, I haven't been able to get used to the interface. I especially miss the high-density, single-column, no-nonsens…
Как я собрал антискам‑бота на грязных данных: детектор, типизатор и грабли по дороге
В первой статье я разбирал RAG-модуль этого проекта и главный вывод — что RAG оказался про замеры, а не про код. Здесь — про то, как устроена вся сист…
I Replaced My Coding Assistant with Kimi K3 for a Week. Here's What Every Developer Should Know
Artificial Intelligence models are improving so quickly that it's difficult to know which ones deserve your attention. One week it's GPT. The next it'…
Moonshot API Complete Guide: From Kimi K2 to K3 and Beyond
Moonshot AI has rapidly evolved from a promising Chinese AI lab into one of the most important model providers in the global market. With the release …
I built an open-source, self-hostable Jira alternative — here's the stack
For the last while I've been building Spirex — a free, open-source, self-hostable alternative to Jira for agile engineering teams. It's now at a point…