Redis for session persistence and stream-based message passing between server and worker PostgreSQL (via SQLAlchemy models) as the relational data layer foundation for users, conversations, messages, ...

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As Generative AI shifts from a novelty into a core component of modern software engineering, Educational Technology (EdTech) platforms are facing a massive infrastructure bottleneck. Standard consumer ...

I recently read a security report published on BadHost CVE-2026-48710 and felt that it was a highly impactful vulnerability for projects using Starlette or FastAPI, so I have organized my thoughts on ...

Once the requirements definition is complete, the next step is detailed design. In AI development, the scope of design may potentially expand beyond standard systems to include LLMs, RAG, APIs, Tools, ...

Every device has something to hide.

Nothing broke, so I never looked.

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...

agent 就是你写的那段程序，trainer 就是一个 actor，reward 是你在 Env 或 ChatAgent 里随手写的任意 Python。剩下的活儿三个大件全包了。README 里反复强调一个数字：大约 8600 行 RL 代码（推文里说的 9K 是个约数），却能撑到 1T 级别的 MoE。 OpenRLHF 的 ...