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cv usk
@cv_usk
AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture
参加 May 2026
238 フォロー中    213 ファン
# Practical ways to use the Claude Agent SDK 📡 Master streaming input mode for image uploads, interrupts, and persistent context. Streaming vs Single-Message Input covers the streaming mode for persistent conversations and single-message mode for stateless environments. 📌 Title: Streaming Input 🔗 URL: 🧩 Overview Streaming input mode (recommended) supports image uploads, message queues, interrupts, and context persistence for rich interactive experiences. Single-message input is ideal for stateless environments like AWS Lambda for one-shot responses. 🛠 How to use it Streaming mode is the default. Single-message mode is explicitly selected for stateless environments like Lambda. 🏗 Practical usage - In a chat UI, upload an architecture diagram after "Analyze this codebase" for visual code review. - Inject external events (CI results, Slack notifications) via message queues to dynamically extend context. - Use single-message mode for serverless functions that run "Explain the auth flow" as a one-shot task. 💡 Use cases 🖼 Code review with image attachments 📨 Dynamic injection of external events ⚡ One-shot task execution in serverless environments ⚠️ Watch out Single-message mode doesn't support image attachments, interrupts, or multi-turn conversations. Use streaming mode when rich interaction is needed. #ClaudeAgentSDK# #AI#
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