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One hard question is a better database acceptance test than ten easy ones

Do not approve a PostgreSQL-to-ChatGPT connection because ten easy questions returned plausible answers. Use one representative business question with: a known answer an explicit reporting cutoff a tenant boundary a join a versioned metric definition a meaningful stale, incomplete, or empty state Then require evidence for identity, PostgreSQL role, source/replica, freshness, coverage, normalized…

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DeepSeek Harness “Everything Is a Plugin”: choose the right Cordis extension seam

DeepSeek Harness “Everything Is a Plugin”: choose the right Cordis extension seam Quick answer DeepSeek Harness does not treat plugins as optional add-ons around a privileged core.

  • DeepSeek Harness employs Everything Is a Plugin paradigm.
  • Plugins include model adapter, tool registry, session log, and agent loop.
  • Plugins interact via services, events, effects, profiles, and bundles.

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