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Data · joereis.substack.com · Thursday, 23 July 2026

Agents Run Own DuckDB, Exchange Immutable Snapshots to Dodge Cache Coherence

Joe Reis demonstrates a prototype where every AI agent runs its own embedded DuckDB engine and trades immutable SliceRef objects—snapshot IDs plus content digests—instead of mutable snapshots. This sidesteps cache‑coherence bottlenecks and lets agents share data products directly, governed by Malloy‑defined semantic contracts.

Read the source: joereis.substack.com ↗In the 23 July issue →