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在德国的机器学习工程师。在 NumPy、OpenCV 和 PIL 等工具以及 Matplotlib 等数据可视化工具方面经验丰富。
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Pyrefly: the performant type checker for Python

2026-10-09 00:41:17

Recently I have worked to set up type checking in our CI pipeline using pyrefly. In this post, I want to share how to configure pyrefly and also fix typing hint related issues during the process.

which type checker to use in 2026?
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There are a lot of options for type checker: mypy, pyright, pyrefly, ty, zuban.

pyright and mypy is quite slow. Pyrefly, ty and zuban are implemented in rust and is quite fast all daily needs. Both prefly and ty are maintained/backed by companies and are likely to last long, while zuban is currently one-man project.

Opentelemetry Trace Sampling in Action

2026-09-06 20:46:28

In this post, I talk briefly about trace sampling in Opentelemetry.

Opentelemetry Tracing Integration for GCP Logging

2026-09-06 20:42:29

In this post, I will share how to integrate opentelemetry tracing with GCP logging.

Spell Checking for Your Projects

2026-08-18 08:00:00

We all make typos from to time, and it is time-consuming to do this manually.

Guide on Exporting Opentelemetry Traces to GCP

2026-08-13 00:55:53

In this post, I want to share how to export the traces generated by your FastAPI application to the GCP observability platform.

OpenTelemetry Tracing for Your FastAPI Application

2026-08-07 08:00:00

With OpenTelemetry, you can easily trace a single request across multiple services in a distributed system. In this post, I would like to share how you can set up OpenTelemetry tracing for your FastAPI application.