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Tagged: data-governance
Your Semantic Model Is the API: Giving Agents Certified Metrics
Why AI agents invent private definitions of revenue and inventory, and how a governed semantic model with grain, owners and refusals gives them one contract.
22 min readGoverned Agent Memory in .NET 10: Quarantine, TTLs and Right-to-Forget
Design persistent agent memory with provenance, quarantine, optimistic concurrency, supersession, expiry, scoped retrieval and event-sourced replay in ASP.NET Core.
10 min readWhy Clean-Looking Data Still Breaks AI: Semantic Inconsistency
See how identical fields that mean different things across systems and years mislead models, RAG and agents, and how semantic contracts and meaning checks help.
9 min readPractical notes: MCP for research labs: one contract for tools, data, and
Operable walkthrough of Practical notes: MCP for research labs: one contract for tools, data, and: contracts, checks, and drop-in code slots for teams shipping this pattern.
15 min read
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