Medium Reviews

Prodigy Reviews

Medium mentions (3088)

• I built a privacy-first crypto portfolio tracker after the Ledger breach

  Back in the day I used the now-defunct site coin.fyi or coinexplorers.com to track my portfolio. When they disappeared, I looked at the alternatives — and none of them adapted to my necessities. The main one: a private, encrypted portfolio management platform in the style of ProtonMail. One where the service provider itself cannot see what I hold. So I decided to create my own.... - Source: Hacker News / about 23 hours ago

• Must actively fund open source AI [pdf]

  Insurance companies basically are banks, in that while they make low profit margins they wield such vast amounts of capital, some of which they invest in, they might as well be financial service institutions. There's also other categories of entities (pharmacy benefit managers, wholesalers and distributors) that also get a cut.... - Source: Hacker News / 2 days ago

• The Tower Keeps Rising

  A friend of mine built just built a project for doing something like that, although it's built on enforcing a spec rather than elegance: https://medium.com/@joeldg/architecting-out-of-the-vibe-how-to-enforce-compliance-in-ai-coded-apps-42b9d0113321. - Source: Hacker News / 3 days ago

• Can't English be considered an indigenous Indian language, asks Supreme Court

  It's do with the education policy - My Neighbour’s Language: Can We Overcome the NEP's 'Hindi Imposition' Through Regional Solidarities? - https://thewire.in/education/hindi-imposition-nep-regional-language-learning How CBSE's Three-language Policy Excludes French, Erasing Puducherry's Cultural Memory -... - Source: Hacker News / 3 days ago

• Ask HN: What Are You Working On? (July 2026)

  Https://github.com/Cyoda/cyoda-go Business objects as state machines. The idea is to reduce the number of moving parts and simplify processing architecture when building apps that need to be transactionally rigorous and scalable. It stems from the patterns we used to successfully apply in banks, which worked really well. I believe it's an effective way to get shit done in a broad class of systems. You just need to... - Source: Hacker News / 5 days ago

Prodigy mentions (25)

• Launch HN: Encord (YC W21) – Unit testing for computer vision models

  This is really cool. The annotation-to-testing-to-annotation-etc. Feedback loop makes a ton of sense, and I'd encourage others who may be confused on this post to look at the Automotus case study https://encord.com/customers/automotus-customer-story/ for the annotation side, but my understanding is the relationship between model outputs and annotation steering is out of scope for that project - do you know of... - Source: Hacker News / over 2 years ago

• Against LLM Maximalism

  Spacy [0] is a state-of-art / easy-to-use NLP library from the pre-LLM era. This post is the Spacy founder's thoughts on how to integrate LLMs with the kind of problems that "traditional" NLP is used for right now. It's an advertisement for Prodigy [1], their paid tool for using LLMs to assist data labeling. That said, I think I largely agree with the premise, and it's worth reading the entire post. The steps... - Source: Hacker News / almost 3 years ago

• Remote Work 2.0: The Tools, Trends, and Challenges of the Post-Pandemic Work Era

  Prodigy AI - Offers software engineers career coaching, skill assessment, and job matching. Visit Prodigy AI. - Source: dev.to / almost 3 years ago

• [D] A model to extract relevant information from a Sample Ballot.

  I essentially want to use a Combo of OCR + NER to attempt to identify this, but I'm not sure NER is well suited for this, as it is not natural language, so there is little context to go off of. I was thinking of perhaps using Prodigy, a data annotation tool, to annotate Candidate Names, Races, etc, and perhaps it will be able to learn off of image data alone wheat these fields tend to look like. Source: about 3 years ago

• Sampling leaves from a tree

  I come from a similar application area, where I try to tag (annotation/label) a taxonomy of products iteratively. You are trying something slightly different, AFAIU, labeling a flat set of songs, each song with a set of tags from ontology (directed graph)From an application point of view, this is what taxonomists often do, when migrating products from one catalog to another: mapping one taxonomy to another. There... Source: over 3 years ago