Private beta -- real-time chain data is still being wired up.
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Notes from building Chainlake

Architecture, design decisions, and how the product actually works under the hood.

August 25, 2026 · 7 min read

How Chainlake's Architecture Keeps an AI Agent Honest

Agentic BI tools have an obvious failure mode: a confident answer with no way to check the work. Here's how the underlying architecture -- shared data model, tool governance, and permissions -- was built to avoid that from day one, not bolted on after.

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