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Guides, tutorials, and product updates from the Curate-Me team, plus the founder narrative behind the platform: how Family Manager became the consumer proof of the platform, how forwarded documents turn into governed automation, how our templates learn from role-aware feedback without silent mutation, and what the knowledge-base observatory and News Digest learning loop look like once you can inspect them live.

Here’s what I built. You can inspect it live. The narrative posts below link straight into the public Lab, real runs, real metrics, real redaction boundaries, no dashboard login required. Inspect the system →  ·  Run the demo →  ·  Read the trust boundary →

Founder narrative (the Lab series)

These posts walk through the integrated platform, Family Manager automation, learning loops, and KB observability, and each one ends in a live demo.

Status: narrative posts are deploy-gated and publish alongside the Lab surface. The slugs below are reserved and ordered; the bodies land with the Lab launch (see docs/launch/LAB_LAUNCH_RUNBOOK.md).

Read the trust boundary for everything above →

Latest posts

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