Claude Duet is a personal-assistant-type harness that prioritizes fast and snappy responses, features channels for organized chat sessions, and meaningful access policies with restricted access to specific repositories. It also provides short responses and uses a connector ecosystem to avoid asking for user credentials. Duet's innovative hierarchy of concerns allows for a natural organization of workstreams, with channels, sub-threads, and local hosts, making it a promising future for chatbot interaction. AI summary
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The author, a full-stack engineer, initially expected AI to automate tasks and reduce their workload, but instead, they've found themselves working more with multiple AI agents running in parallel, requiring frequent context switching and leading to mental fatigue. AI summary
Lakeflow Connect unifies productivity and AI data from various sources, including Atlassian, Microsoft, Google Workspace, GitHub, and major AI providers, into a single governed foundation in Databricks. This allows for seamless ingestion of unstructured and structured data, enabling AI agents to provide grounded answers and powering analytics and BI dashboards. AI summary