Agent Orchestration
Agent Orchestration
A multi-agent pattern where specialized subagents collaborate on complex tasks, each operating in its own dedicated context window. Provides context efficiency, specialization with different models, and parallel execution of independent subtasks.
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Agent Skills
Reusable packages of domain expertise defined in SKILL.md files that provide specialized AI agent capabilities. Introduced as GA in VS Code 1.109, skills can be invoked as slash commands or loaded...
Agent Hooks
Deterministic shell commands that execute at key lifecycle points during agent sessions. Unlike instructions, hooks run code with guaranteed outcomes for security policies, quality checks, or audit...
Terminal Sandboxing
A security mechanism restricting file system and network access for agent-executed terminal commands. Sandboxed commands have read/write access only to the workspace directory, and network access can...
Agentic Much? Adoption of Coding Agents on GitHub
The first large-scale empirical study of coding agent adoption across 129,134 GitHub projects finds an estimated adoption rate of 15.85–22.60% by late 2025 — very high for a technology only months old. Agentic tools like Cursor, Claude Code, and Codex are rapidly replacing traditional code completion.