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Most AI governance systems check approval once. Then they assume the agent is still authorised to act. That assumption fails silently. Policy chang
BoxAgnts' tool system, from WASM sandbox instruction-level isolation to the Tool trait's unified abstraction to the Provider layer's multi-model adapt
The last article left a thread dangling. It showed that the annotation style marks a class as a bean by putting @Component — or one of its cousins — r
When I first started learning Spring Security, I had a simple question: "If Spring Security can authenticate users using usernames and passwords, wh
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Section 1 — Problem Definition An autocomplete system predicts and suggests query completions as a user types, character by character. The
About Serialport: The serialport-rs library is a foundational cross-platform crate that enables Rust applications to communicate directly w
Have you ever opened a Project and found one giant PHP file with 2,000 lines? Functions everywhere. Global variables. No clear structure. And every t
I'm building Convertify, a free image converter, in public over 52 weeks. It's a solo project on Rust + Axum + libvips with a Next.js frontend. This i
If you work in video or audio ad serving, you have met VAST: the IAB XML template that tells a player what ad to show and where to fire tracking. But
I'm in high school in Japan. I'm afraid that this article may include some unnatural points. Motivation I'm creating a web document that
Last quarter I had a concrete problem. Our discovery backend at TrendVidStream pulls trending video metadata from eight regions, and the cron worker t