Skip to main content
paulund

1 min read

#ai #claude #workflows

Researching a Feature Implementation

How It Works

What you do: Ask Claude a question such as "How should we implement real-time notifications?"

What happens:

  1. Claude reads your CLAUDE.md instructions and learns about your tech stack, existing patterns, and architectural constraints.
  2. An Explore agent is dispatched to search your codebase for:
    • Existing notification systems
    • WebSocket or server-sent event implementations
    • Message queue integrations
  3. A Plan agent uses the information it has gathered to design an implementation approach that fits your existing patterns.
  4. The agent may use the Sonnet model, which offers a good balance of capability and speed for this kind of research task.
  5. It presents a plan showing which files need changes, what patterns to follow (based on your instructions), and the key design decisions.
  6. You approve the plan, and the agent proceeds with implementation.

Related notes


Newsletter

A weekly newsletter on backend architecture, AI-assisted development, and engineering. No spam, unsubscribe any time.