Show HN: CCState is a semantic, strict, and flexible state management library

CCState is a semantic, strict, and flexible state management library suitable for medium to large single-page applications with complex state management needs.

The name of CCState comes from three basic data types: computed, command, and state.


Comments URL: https://news.ycombinator.com/item?id=42460107

Points: 5

# Comments: 0

https://github.com/e7h4n/ccstate

6mo | Hacker news
Show HN: TideCloak – Decentralized IAM for security and user sovereignty

Hey HN!

After 6 years of R&D, our small team is excited to share our project TideCloak - an IAM designed to help developers move fast without worrying about catastrophic breaches or overpowered admins with keys to the kingdom.

Traditional IAMs rely on centralized authority - admins, root certificates, and decryption keys - which create glaring vulnerabilities in a breach. To address this, we’ve integrated Keycloak (Red Hat’s IAM) with a decentralized key architecture powered by our (acad

6mo | Hacker news
Lightweight Safety Classification Using Pruned Language Models

Layer Enhanced Classification (LEC) is a novel technique that outperforms current industry leaders like GPT-4o, LlamaGuards 1 and 8B, and deBERTa v3 Prompt Injection v2 for content safety and prompt injection tasks.

We prove that the intermediate hidden layers in transformers are robust feature extractors for text classification.

On content safety, LEC models achieved a 0.96 F1 score vs GPT-4o's 0.82 and Llama Guard 8B's 0.71.The LEC models were able to outperform the other models with o

6mo | Hacker news

Ricerca