搭一个 AI Agent Demo，可能一个下午就够了。但要把它真正做到可以投入生产，完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本，而且当它不可避免地出问题时，你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的，而是来自你围绕模型搭出来的所有东西：记忆、工具访问、模型路由、护栏、成本控制，以及当 ...

Now, anyone can prompt an AI model to construct complex computational pipelines that would otherwise require days or weeks of ...

Creating Software and Distributing It Correctly Are Different ThingsYou want to have other people use the software you ...

You can take home the environment variables and configuration keys added in Claude Code v2.1.296 in a format that you can ...

Databricks notebooks support code formatting, autocomplete, multiple languages, and magic commands for developing code in Python, SQL, Scala, and R. For more details about advanced functionality ...

Ultra-compact board, designed with MicroPython in mind, slots almost entirely into a standard USB Type-A port.

Debugging is the process of finding and fixing errors or bugs in software source code. When software does not work as expected, computer programmers study the source code to determine why any errors ...

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

You can attach the Visual Studio debugger to a running process on a local or remote computer. After the process is running, select Debug > Attach to Process or press Ctrl+Alt+p in Visual Studio, and ...

Most marketing teams already use AI. Salesforce data, compiled by Stripo Research, shows 87% of marketers now use generative ...

A four-level technical roadmap for building agentic AI systems, from single cognitive loops and stateful memory through multi ...

Docker Agent simplifies building and connecting AI agents using YAML files. Eliminate Python boilerplate and run agents on ...