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When multiple AI agents edit the same repository at the same time, the biggest problem is file interference. Git Worktree gives each agent a physically isolated workspace, while a main agent coordinates merging. This article explains the principles, why it works, and what benefits it brings.
An AI agent adds hands, feet, and a brain around a large language model, allowing it to break down tasks, call tools, execute actions, and deliver results. This guide explains the architecture, ReAct loop, tech stack, development steps, and a minimal Claude SDK agent that can call a tool.
Recall measures whether the system found all the relevant items it should have found. Recall strategy decides which candidates to pull from massive data first. This article explains recall vs. precision, six common recall strategies, multi-channel recall, and recall optimization in RAG.
This was not a traditional server breach. It was a public stress test around the safety guardrails of a frontier model.
