Question 1

What is the difference between Claude "Code" and Claude "Cowork"?

Accepted Answer

While both modes are designed to execute tasks autonomously, they serve different environments and users. Claude Code is a specialized tool for developers that lives in the terminal and has deep access to codebases to run tests, find bugs, and commit changes to GitHub. Claude Cowork is designed for general users and lives within the familiar chat interface; it allows non-coders to delegate multi-step administrative tasks, such as organizing local files, managing spreadsheets, or filling out PDF forms.

Question 2

How does Claude's "Agentic Loop" actually work?

Accepted Answer

An agentic loop is a dynamic process where the AI doesn't just provide a single answer but follows a "Plan, Act, Check, and Refine" cycle. Instead of following a static list of instructions, the agent formulates a plan and executes the first step, then evaluates the result before moving to the next. If it encounters an obstacle or an unrecognized file, it can pause to ask the user for clarification or adjust its logic to find a solution independently.

Question 3

Is it safe to give Claude access to my local files?

Accepted Answer

Anthropic has built several safety layers into the Cowork feature, including "Constitutional AI" principles that require the agent to be helpful and harmless. The AI operates within a "sandboxed" virtual machine to isolate it from the rest of your computer, and users must intentionally grant permission to specific folders. For destructive actions like deleting duplicate files, the system is designed to pause and ask for explicit user confirmation before proceeding.

Question 4

What is "Extended Thinking" and how does it benefit the user?

Accepted Answer

Extended Thinking is a feature in the newer Claude models (3.7 and 4.6) that allows the AI to show its reasoning process transparently. Unlike other models that think "silently," Claude provides a visible reasoning trace so users can see exactly how the AI reached a conclusion or where its logic might have failed. Additionally, users can set a "Thinking Budget" to control costs by limiting how many tokens the AI spends on complex reasoning before delivering a final output.

Question 5

What are "Connectors" and how do they interact with the Chrome extension?

Accepted Answer

Connectors are integrations that link Claude to third-party services like AWS, Notion, or Asana, allowing the AI to read and cross-reference data across different platforms. When paired with the "Claude in Chrome" extension, the AI gains the ability to interact with web pages—clicking buttons and navigating tabs—to perform cross-platform workflows. For example, Claude can extract data from a local PDF on your computer and then use the browser extension to log into an accounting site and enter that data automatically.

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