UK Legal Aid Agency hack worse than thought, with stolen records dating back to 1978

Google’s Universal Cart shopping tool launches in the US

The new shopping tool is available in the U.S. across Google Search and the Gemini app.

2h ago ·techcrunch.com

React state has no type of its own. I gave it one, and it compiles away

In Vue, Solid, and Angular, state has a type of its own: Ref<T> , Accessor<T> , Signal<T> . In React, the count from useState is just a number .

• React preprocessor introduces Reactive T for reactive state
• Derived T represents computed state from Reactive T
• Todo component demonstrates reactive state management

2h ago ·dev.to

From ClasseViva to Home Assistant: a dashboard architecture in practice / Da ClasseViva a Home Assistant: architettura di una dashboard in pratica

English Italiano The challenge ClasseViva presents school information across different screens. CVV Dashboard brings averages, grades, noticeboard messages, agenda events, teacher annotations…

• ClasseViva displays school data across screens
• CVV Dashboard creates integration and Lovelace card
• Lovelace card auto-discovers entities, displays various data types

2h ago ·dev.to

Invoice-Check JP: A 3B Model Reads the Invoice, Checks Decide Whether to Trust It

A QLoRA-tuned vision-language model extracts Japanese qualified invoices; a check digit, a registry lookup and tax arithmetic decide what gets automated.

• Japanese qualified invoices include registration number, tax amount, and tax per rate
• Model built to extract invoices and verify accuracy through five checks
• 4.6% of approved invoices still had errors not caught by checks

2h ago ·dev.to