Topic
agentic lakehouse
5 posts tagged “agentic lakehouse”.
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The Five Layers of an Agentic Lakehouse
Every architecture era gets its reference diagram. The warehouse era had its star schemas and its staging-to-mart flow. The big data era had its…
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Query Routing at Machine Scale: Multi-Engine Workload Distribution for the Agentic Lakehouse
For most of the analytics era, query routing was a human problem with human solutions. Analysts learned which tool to open for which job, platform…
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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…
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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…
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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,…