Table of Contents1 Why?1.1 Security1.2 Clean host, full capabilities1.3 Contextual environments2 Why Incus over Docker?3 Quick start4 Features And Capabilities5 The "dangerous" flags are much safer now6 Summary Here's claude-on-incus (or coi for short) - a tool for running Claude Code freely in isolated Incus containers. If it's useful to you, a star helps. Note: […]

The umbrella project behind Incus, LXC, LXCFS, Distrobuilder and more.

Run coding agents in isolated Incus containers (sandboxes) with session persistence, workspace isolation, and multi-slot support. - mensfeld/code-on-incus

Teach Claude how to build consistent UIs in Rails applications using maquina_components. A skill for AI-assisted development.

How a code-quality skill transforms AI-generated code from functional to maintainable by enforcing SOLID principles, eliminating magic numbers, and keeping changes focused on the task at hand.

LLMs are pattern matchers, not entropy generators. If you don't dictate specifics, you'll get purple gradients, Sarah Chen testimonials, and 47M$ Sequoia hallucinations. ADDD (Agentic Dictatorship-Driven Development) is the opposite of vibe coding - and it's the only way to get real results.

Faster file suggestions in monorepos using Claude code @file suggestions based on git and an auto refreshing cache.

Ruby on Rails powers vibe coding with AI-first conventions, cleaner code, faster iteration, and better LLM output. Discover why Rails wins today.

Tech businesses from seed-stage startups to publicly-listed companies reveal how they select and roll out next-generation IDEs, CLIs and code review tools. And how they learn which ones work… and whic

I've been using @conductor_build heavily for weeks now and it's completely changed how I ship Ruby on Rails code when working with Claude models. The multi-workspace, multi-process model feels unusual at first compared to a single editor flow, but once you handle the Rails-specific quirks, your ability to work

My biggest AI coding agent realisation: give agents a way to test themselves

Build optimistic UI in Rails with Inertia by updating props before requests complete. Learn the replaceProp pattern, automatic reconciliation, rollback behavior, and history caveats using a kanban board example.

Rails didn't get it wrong. It got it right for the world it was born into. In the mid-2000s,...

Learn how to build a Copilot agent that connects to your error tracking tool, fetches stack traces automatically, and proposes fixes with tests.

Notes from my Thoughtworks colleagues on AI-assisted software delivery

Your bookmarks were meant for more than collecting dust

Claude Code skill that removes signs of AI-generated writing from text - blader/humanizer

こんにちは、SmartHR プロダクトエンジニアのB6です。 「基本機能」と呼ばれるSmartHR最大のRailsアプリケーションでは、アプリケーションサーバにPumaを使用しています。 RailsでPumaデフォルトスレッド数が変更されたのをきっかけに、私たちもスレッド数の設定を見直してみたいと思うようになりました。…

A senior engineer's guide to architecting and extending Copilot's real-world applications.

AnthropicのClaudeとOpenAI Codexが、Copilot Pro+またはCopilot Enterpriseサブスクリプションで、GitHubおよびVS Codeにてパブリックプレビューとして利用可能になりました。

A Git extension for tracking the AI-generated code in your repos - git-ai-project/git-ai

Transparent telemetry collector for agents. Contribute to papercomputeco/tapes development by creating an account on GitHub.

A standard format for tracking AI-generated code.

A standard format for tracing AI-generated code. Contribute to cursor/agent-trace development by creating an account on GitHub.

AI agents need secure, isolated environments that spin up instantly. Vercel Sandbox is now generally available with filesystem snapshots, container support, and production reliability.

外部キーNight 2026 https://connpass.com/event/380098/

Exploring query rewriting strategies and explaining how to use the LLM's output to boost the original query's results and maximize search relevance and recall.