选型之前先明确一个事实：Agent 治理框架不是给 Agent 套上的缰绳，而是给组织自身的决策流程装上的一组约束条件。框架的价值不在技术实现，在于它迫使你回答三个问题：谁有权让 Agent 做什么、Agent 的行为以什么为基准被判定对错、出问题时责任如何追溯。
这三个问题的答案，决定了你需要的框架类型。技术选型的顺序是先定治理边界，再选框架，而不是反过来。
Agent 治理不是一个单一的技术栈，它从下到上分为四个层级，每层解决不同的问题，选型时先定位自己的需求落在哪一层。
第一层是身份与权限层。Agent 以什么身份行动，能调用哪些工...
In Antarctic blizzards where temperatures drop below -40°C and winds scream past 200 km/h, Emperor Penguins survive without any central coordinator.
Their survival relies on a single distributed rule:
The colony ...
I Got Tired of Building Backends for Forms, So I Built FORX
I don't know if I'm the only developer who does this.
You need a simple contact form.
So you create the HTML.
Then you realize:
“Okay, where does this form data actually go?”
And suddenly your tiny contact form needs a backend.
You start thinking about API routes,...
A free model will write wrong C++ template code. That is not a problem when the compiler is the validator. In this experiment, a free model wrote ten SFINAE detectors; nine reached correctness after feeding compiler errors back into the prompt. The tenth needed one human sentence. Total cost: zero dollars and about twenty minutes.
Template m...
Disclosure: I work on Mockzilla, which competes with WireMock. Everything below
was run on my laptop today and every claim links to its source. There is a link
to the longer comparison at the end, and you can stop reading before it.
You have an OpenAPI document. You want a mock server. WireMock is what most
people find first, so you start the container and give it y...
I opened semantica-agi/semantica during a short coding break because the project’s graph-native approach addresses a problem I keep seeing in gateway deployments: context is available, but nobody can clearly explain where it came from, which account supplied it, or why it influenced a response.
The useful idea here is not simply “store more context.” It is to represent cont...