Fabrika, Opinionated Software Factory vs. Layer

An opinionated software factory: production-ready code, optimized for human decisions. You define the feature and rule on what comes back; model agents do everything between. I built a software factory that focuses on delivering production ready code and making it as easy as possible for humans to underwrite that code. It's a very early version, but I would love feedback.

One API for prediction markets. Find markets, stream normalized data, place orders, and track positions across Kalshi and Polymarket. Hi HN, I'm David. I built Layer, an API + SDK or building trading bots/ai agents across prediction markets.The idea came from something i kept running into while playing with trading bots. Once your bot needs access to more than 1 venue, you suddenly have to deal with different market schemas, contract definitions, prices, fees and APIs before you can reason about where to trade. That gets messy real fast, especially with prediction markets. The same real-world event can exist on Kalshi & Polymarket, but the contracts can be represented differently.Here's my broader thesis:...