---
title: "Discussion on \"How My Bluesky Digest MVP Failed, and What I Learned Building It\" | Hashnode"
description: "Discussion on \"How My Bluesky Digest MVP Failed, and What I Learned Building It\". A solo developer's post-mortem on building a Bluesky content digest with BM25 and embeddings. What the beta test revealed about ranking relevance vs q"
url: "https://hashnode.com/posts/how-my-bluesky-digest-mvp-failed-and-what-i-learned-building-it/69a6bfbb75d7a0f1000ee855"
---

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# [How My Bluesky Digest MVP Failed, and What I Learned Building It](https://vivian-oliveres.hashnode.dev/how-my-bluesky-digest-mvp-failed-and-what-i-learned-building-it?utm_source=hashnode&utm_medium=feed)

A solo developer's post-mortem on building a Bluesky content digest with BM25 and embeddings. What the beta test revealed about ranking relevance vs q

Mar 3 · 8 min read · vivian-oliveres.hashnode.dev  
Read the article

-   [#build-in-public](https://hashnode.com/tag/build-in-public)
-   [#bluesky](https://hashnode.com/tag/bluesky)
-   [#bm25](https://hashnode.com/tag/bm25)

## 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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