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Git 2.54 ships config-based hooks — the single most practical improvement in years for teams that care about code quality gates. If you've been managing Husky config files, `pre-commit` YAML, or manually copying hook scripts across repos, this replaces all of it.
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How to route Claude Code through your GitHub Copilot subscription using a local LiteLLM proxy. This lets you use Claude Code without a direct Anthropic subscription, authenticated via GitHub OAuth.
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Markdown-based installation replaces shell scripts (`install.sh`) with prose installation procedures (`install.md`) that an LLM) reads and executes against the local environment. Instead of writing brittle Bash that branches on OS, package manager, shell version, and existing state, you write the in
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Kimi CLI (official name: Kimi Code CLI) is Moonshot AI's open-source terminal-native AI coding agent, the CLI surface of the Kimi Code product. It runs an agentic loop in the terminal, operating on code, files, and shell commands via natural language, backed by the Kimi K2 model line.
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An emerging pattern where web browsers ship with or download trained language models, exposing them to web applications through standardized APIs. Enables developers to access LLM capabilities without managing model weights, infrastructure, or API keys.
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Running machine learning models locally on the user's device rather than sending data to a remote server for inference. Also called edge ML or client-side ML. Core value proposition of the WebMachineLearning initiative and the Prompt API.
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Warden is an AI-powered code review tool from Sentry. It "watches over your code by running skills against your changes" — analyzing diffs, files, or whole branches for security issues, API problems, performance regressions, and any custom patterns a team cares about. Warden runs both locally (pre-p
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Vercel Sandboxes are isolated, ephemeral microVMs that Vercel provides for running untrusted or AI-agent-driven workloads. They give a coding agent a real machine — file system, shell, network — without exposing the host or production infrastructure to the agent.
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Vercel DeepSec is an open-source, agent-powered vulnerability scanner from Vercel Labs that identifies hard-to-detect security issues in large codebases. It runs entirely on your own infrastructure — no source code is shared with cloud services.
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Open-source, provider-agnostic AI coding agent built by the SST team (creators of the SST framework). Runs as a TUI, desktop app, or IDE extension. MIT licensed, written in TypeScript, built with Bun.
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The ability to build complex AI agent capabilities by combining smaller, reusable AI Agent Skills. Instead of writing monolithic prompts, composable skills are modular: each does one thing well, and agents orchestrate them together.
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Windows Sandbox (WSB) is a disposable, hypervisor-isolated desktop environment built into Windows 10/11 Pro, Enterprise, and Education editions. It launches in seconds, runs a full Windows desktop in a separate kernel, and wipes everything on close. It is Microsoft's answer to "I want to test this r
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