---
title: "Discussion on \"How My Bluesky Digest (V2) MVP Failed\" | Hashnode"
description: "Discussion on \"How My Bluesky Digest (V2) MVP Failed\". I rebuilt my ranking pipeline from scratch. 209 commits, LLM auto-labeling, NDCG@3 of 0.83. It worked. But consumers won't pay for content curation."
url: "https://hashnode.com/posts/how-my-bluesky-digest-v2-mvp-failed/69b412174e5702eb0ddea502"
---

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Discussion

# [How My Bluesky Digest (V2) MVP Failed](https://vivian-oliveres.hashnode.dev/how-my-bluesky-digest-v2-mvp-failed?utm_source=hashnode&utm_medium=feed)

I rebuilt my ranking pipeline from scratch. 209 commits, LLM auto-labeling, NDCG@3 of 0.83. It worked. But consumers won't pay for content curation.

Mar 13 · 12 min read · vivian-oliveres.hashnode.dev  
Read the article

-   [#build-in-public](https://hashnode.com/tag/build-in-public)
-   [#postmortem](https://hashnode.com/tag/postmortem)
-   [#mvp](https://hashnode.com/tag/mvp)

## Written by

[Vivian Oliveres](https://hashnode.com/@vivian-oliveres)

@vivian-oliveres · Champagne-sur-seine, France

  
[View profile](https://hashnode.com/@vivian-oliveres)

Sharing thoughts as a Solo Developer

Software engineer (Backend/Data/ML) of ~20 years of experience. Currently building an MVP. Documenting the mess: code, infra, decisions and (lots of) mistakes :-p Learning in public.

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