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Identify the workload pattern where a traditional ANN-indexed vector database is the wrong tool, and a log-structured or batch-rebuild approach fits better.

Pick the right vector database for a startup with 2M documents, no DevOps headcount, and a one week launch deadline.

Compare namespace-per-tenant against single-shared-index-with-tenant-filter for a B2B RAG product serving 5000 customers.

A team's Pinecone bill 5x'd month over month with no traffic change. Order the most likely causes to investigate, from most likely to least likely.

Where do you configure MCP servers in Zed, and where do their tools appear?

How does Cursor discover and load MCP servers?

You need to add an MCP server to Claude Desktop. Which file do you edit and what goes in it?

Walk through SWE-bench, AgentBench, GAIA, and TAU-bench: what they measure, their shared blind spots, and how to interpret agent benchmark numbers.

Predict what the model emits next in this ReAct trace, given the observation just returned.

Order the four phases of a single iteration of a ReAct (Reason + Act) loop in the correct sequence.