Alex Merced's Data, Dev and AI Blog

Topic

Agentic Lakehouse

3 posts tagged “Agentic Lakehouse”.

  1. 20 min read

    The Five Layers of an Agentic Lakehouse and Where the MCP Server Sits

    Someone on your team connects an AI desktop client to a query engine, asks a question about last quarter, and gets an answer in fifteen seconds. It…

  2. 15 min read

    Designing Idempotent Pipelines in the Agentic Lakehouse: Eliminating Double-Write Anomalies

    Agents retry. Networks fail. Jobs time out after doing some work. APIs return ambiguous responses. Schedulers run the same workflow twice. A human…

  3. 15 min read

    Trustworthy Concurrency in the Agentic Lakehouse: Reconciling Academic Proofs with High-Frequency Production Writes

    Agentic lakehouses change the concurrency conversation. Traditional data pipelines already deal with overlapping jobs, retries, compaction, merges,…

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