GitHub Actions Runner Controller 0.15.0 Targets Reliability at Scale
GitHub has released Actions Runner Controller (ARC) 0.15.0, introducing reliability, scalability, and observability improvements for organisations r…
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Marketing ops as code: Automating events from planning to follow-up on GitHub
If you can write down how you do your work, you can automate it. Here's what I did to support GitHub's APAC marketing team. The post Marketing ops a…
Cloudflare Cuts Astro Github Issues by 85% with AI Agents
Cloudflare, Astro, AI agents, GitHub Actions, issue triage, agentic AI, software architecture, open source, developer tools, AI automation, automate…
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
Pinterest has revealed the Resource Provisioner Pipeline (RPP), its own Terraform execution engine. It ensures least-privilege access and needs dual…
GitHub Hardens npm and Actions Defaults, Drawing Debate over Delays versus Signing
GitHub consolidated the npm and Actions changes it shipped from March to July 2026 against supply chain attacks, several of which alter defaults rat…
Tame Dependabot: Group your updates, slow the cadence, keep security fast
Dependabot keeps your dependencies current, but its defaults can flood your repository with pull requests. Here's how grouping updates, slowing the…
Disrupting supply chain attacks on npm and GitHub Actions
Explore the changes we've shipped across npm and GitHub Actions over the past few months to disrupt supply chain attack techniques and limit their i…
GitHub for Beginners: Your roadmap to mastering the GitHub essentials
New to GitHub? This beginner's guide explains version control, repositories, and pull requests—plus everything else you need to start working confid…
Сайты под управлением ИИ: как это работает под капотом. Часть 2 из 3
Сайты под управлением ИИ: что это на самом деле и сколько стоит. Часть 1 Это вторая часть из трёх. В первой мы разбирались с концепцией: что такое с…
Агенты генерируют код быстрее. Дубли тоже
Код стало писать дешевле: большие команды и AI-агенты быстрее создают новые файлы, паттерны и, иногда, дубли. Если поиск copy-paste работает медленн…
AGENTS.md создавали, чтобы помогать агентам. Я использую его, чтобы их вычислять
Вместе с растущей AI-индустрией приходят и её побочки. Я мейнтейнер библиотеки react-native-tdlib и довольно быстро заметил: все больше PR выглядят…
How GitHub Is Securing Agentic Workflows in Modern CI CD Systems
GitHub detailed a defense-in-depth security architecture for agentic workflows in CI/CD pipelines, focusing on isolation, constrained execution, and…
Validating agentic behavior when “correct” isn’t deterministic
How to build the “Trust Layer” for Github Copilot Coding Agents without brittle scripts or black-box judgements by using dominatory analysis. The po…