This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things DevOps, including Principles, Processes, Tooli
Hey HN, Ayan here from Finic. We’re launching Kairos, an open source alternative to Sift, Sardine, and other real-time fraud decisioning platforms. Kairos addresses two of the biggest problems facing traditional decisioning tools: a lack of labeled data to train on and dealing with fraudsters that are constantly changing their tactics. 1. Traditional fraud solutions use ML models such as XGBoost to detect fraud, but these models are dependent on quality labeled data which many businesses do not
Hey HN! I’ve been building an open RPG game engine called Oathshaper. It’s current incarnation was created with Godot and inspired by the BioWare classics (Jade Empire, Mass Effect, Knights of the Old Republic, Dragon Age, etc.) The storytelling, voice acting and actions that have consequences in those games have always found a place in my heart. A few weeks back I was showing my son how each BioWare game had different combat mechanics on a Steam Deck and I was inspired to create Oathshaper to m
Hi HN, my name is Federico. I’m an Italian graphic designer and full stack developer. In recent months, there has been a lot of talk about the "second brain" articles and YouTube videos; everyone is still discussing it, but I see a significant difference between that and what the concept of a second brain means to me. For me, the concept of a "second brain" is about building a 100% private knowledge base which means not uploading my own files (containing sensitive data) to be
My cofounders and I are in the process of spinning up an AI integration lab, and over the last year we've consumed billions of tokens across multiple American, European, and Chinese models as a force multiplier for building out our products. However, despite our extensive technical expertise, we've still discovered there are long-term ramifications to heavy agentic AI usage. So I decided to run an experiment for us: given a specification, can an LLM fully, concretely, and correctly implement an
...the first publicly available node software for Keeta. Created with heavy use of AI agents. Not affiliated with Keeta. You can run a replica, a peering node or a (testnet) rep with Docker in a few lines. Mine is running at https://node.xescu.re/api/node/version The true digitalization of finance, especially in cross-border contexts, has stalled. Blockchain technology may bring about a new chapter where money is as fast as the internet is. However, current blockchains are unscalable and clunky
Hi HN, Mark here. If you've pointed Claude Code, Cursor, or OpenCode at a codebase you care about and walked away thinking AI coding tools are a net negative, I pretty much agree with you. Left directly on a working branch, models optimize for shutting the compiler up on the current turn. Hit a tricky failure and they delete the failing assertion, return a hardcoded nil/true stub, rewrite the spec to match broken code, dump a 300-line function into the wrong package, or burn $15 of tokens editin